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462 graded104 agent-ready1214 desk reviews by the panel28 accept x402updated 5 Oct 14:24 UTC
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| Compare | # | Tool | Category | Grade | Score | Agent rating | p95 | Context | Price / x402 | Auth | Where | Details |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | OpenAI Agents SDKOpenAI · Agent framework | Frameworks | AA | 86.5 | 3.9 (8) | n/a | n/a | Free · OSS | API key | Library | ||
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Multi-agent framework built on agents, hand-offs and guardrails, with sessions, tracing and human approval. Top strength MCP in about 11 lines, with static and dynamic tool filters and require_approval Top weakness Tracing on by default, with model and tool content, sent to OpenAI |
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| 2 | InfisicalInfisical · HTTP API | Secrets | A | 83.9 | 3.8 (8) | n/a | n/a | Freemium | OAuth or key | Hosted + local | ||
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Open-source secrets manager with machine identities (Universal Auth, OIDC, AWS, GCP, Azure, Kubernetes, SPIFFE), dynamic secrets, rotation and audit logs, hosted in the US or EU or self-hosted. Top strength Agent Vault and Agent Proxy attach credentials at the proxy, so the agent's context never contains them Top weakness Free has no audit logs, Pro keeps them 30 days, and dynamic secrets need Advanced at $40 an identity a month |
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| 3 | Pydantic AIPydantic · Agent framework | Frameworks | A | 83.9 | 4.0 (8) | n/a | n/a | Free · OSS | None | Library | ||
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Typed Python agent framework for 25+ model providers, with MCP, A2A and durable execution. Top strength Typed outputs and tools, validated by Pydantic, with failed validations sent back to the model Top weakness Python only |
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| 4 | OpenAI APIOpenAI · Model API | Models | A | 83.5 | 3.5 (8) | n/a | n/a | from $0.10 / 1M in | API key | Hosted | ||
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OpenAI's API for accessing its models through Responses, Chat Completions and Batch endpoints. Top strength Official OpenAPI document and an llms.txt index Top weakness Elevated errors across the API for about 5 hours 20 minutes on 29 September and about 90 minutes on 17 September 2026 |
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| 5 | Stripe API + MCPStripe · HTTP API | Platforms | A | 82.6 | 4.0 (8) | n/a | n/a | 2.9% fee | OAuth or key | Hosted + local | ||
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Card, stablecoin and billing APIs with a hosted MCP server (mcp.stripe.com, 10 tools including generic stripe_api_read and stripe_api_write). Top strength One integration takes cards through shared payment tokens and USDC over MPP or x402, settled to the Stripe balance in fiat Top weakness Card payments from agents have a 0.50 USD minimum, so per-call micropayments must use stablecoins |
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| spec | Machine Payments Protocol (MPP)Tempo and Stripe · Payment protocol | Pay per call | A | 81.1 | 4.0 (2) | n/a | n/a | Free | None | Spec | ||
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A method-agnostic 'Payment' HTTP authentication scheme from Tempo and Stripe, launched on 2026-03-18. Top strength A 1,464-line Internet-Draft with 11 error codes, Retry-After and HMAC-SHA256 test vectors Top weakness Individual Internet-Draft, not adopted by any IETF working group |
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| 6 | Google Calendar APIGoogle · HTTP API | Scheduling | A | 80.8 | 4.0 (8) | n/a | n/a | Free | OAuth | Hosted | ||
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Google Calendar's REST API for accessing calendars and managing events. Top strength 21 OAuth scopes, including free/busy only and read-only on owned calendars Top weakness Google calendars only |
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| 7 | Twilio API + MCPTwilio · HTTP API | Messaging | A | 80.4 | 3.5 (8) | n/a | n/a | Pay per use | OAuth or key | Hosted + local | ||
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Programmable Messaging (SMS, MMS, WhatsApp, RCS) and Verify over REST. Top strength Per-segment US prices, carrier fees by carrier and the $0.001 failed-message fee published without a login Top weakness US SMS at $0.0083 a segment plus $0.0035 to $0.005 in carrier fees, with inbound charged at the same rate |
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| 8 | Twilio Programmable Voice API + MCPTwilio · HTTP API | Calling | A | 80.4 | 3.1 (8) | n/a | n/a | $1.15 / mo | OAuth or key | Hosted + local | ||
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Programmable Voice for placing and answering calls on Twilio numbers in 100+ countries, controlled with TwiML or REST. Top strength Twilio APIs SLA at 99.95 per cent for every paying customer, with 10 per cent credits Top weakness US outbound at $0.014 a minute, plus $0.0044 for Media Streams or $0.07 for ConversationRelay |
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| 9 | MongoDB MCP ServerMongoDB · MCP server | Databases | A | 80 | 3.5 (8) | n/a | n/a | Free · OSS | OAuth or key | Local | ||
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MongoDB's official MCP server for querying and managing databases and Atlas resources, with configurable tool access. Top strength
Top weakness 53 tools with Atlas credentials, and most database tool descriptions are one line |
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| 10 | Google Drive API + MCPGoogle · HTTP API | Storage | A | 79.9 | 3.4 (8) | n/a | n/a | Free | OAuth | Hosted | ||
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REST API for a user's or a Workspace organisation's Drive, files, folders, permissions and share links, with resumable uploads and change feeds. Top strength No charge for API calls within quota, counted in quota units per minute per project and per user Top weakness OAuth consent, scope verification and a Cloud project before an agent can list a folder |
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| spec | x402x402 Foundation (Linux Foundation) · Payment protocol | Pay per call | A | 79.7 | 4.5 (2) | n/a | n/a | Free · OSS | None | Spec | ||
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Protocol for per-request stablecoin payments using HTTP 402. Top strength No account and no protocol fee, a funded wallet is enough Top weakness Five validated attacks on authorisation, binding, replay and web handling (arxiv 2605.11781) |
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| 11 | Descope Agentic Identity HubDescope · HTTP API | Agent auth | A | 78.3 | 3.1 (8) | n/a | n/a | $249 / mo | OAuth or key | Hosted | ||
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Descope's identity and access tools for AI agents, built on its customer identity platform. Top strength Token vault for user and tenant tokens with scoped fetch, forced refresh and per-token deletion Top weakness No tool catalogue, so you write every provider call yourself |
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| 12 | Amazon S3Amazon Web Services · HTTP API | Storage | A | 78.2 | 3.4 (8) | n/a | n/a | $0.005 / 1k req | API key | Hosted | ||
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AWS object storage for files, backups and application data, accessed through an API. Top strength STS session credentials with session policies, so an agent can hold one prefix for an hour Top weakness Egress to the internet is billed per GB after 100 GB a month |
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| 13 | AWS Secrets ManagerAmazon Web Services · HTTP API | Secrets | A | 78 | 3.9 (8) | n/a | n/a | $0.40 / mo | OAuth or key | Hosted | ||
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Managed secrets store priced per secret and per API call, with IAM for access, KMS for encryption, CloudTrail for audit, cross-region replication and rotation either managed (RDS, Aurora, DocumentDB, Redshift) or by a Lambda function you own. Top strength IAM roles on EC2, ECS, Lambda and EKS mean no long-lived credential in the agent Top weakness Every API call is billed, so per-request reads add up and the docs push you to cache |
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| 14 | Google Cloud Model ArmorGoogle Cloud · HTTP API | Guardrails | A | 78 | 3.5 (8) | n/a | n/a | Freemium | OAuth | Hosted | ||
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Google Cloud's prompt and response screening service. Top strength 2 million free tokens a month, then $0.10 per million Top weakness OAuth only, and a template must exist in the same location as the endpoint before the first call |
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| 15 | Claude APIAnthropic · Model API | Models | BB | 77.6 | none | n/a | n/a | from $1 / 1M in | API key | Hosted | ||
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Anthropic's Messages API for Claude, with server-side tools, an MCP connector and computer use. Top strength Structured outputs and strict tool use are GA, with grammar-constrained sampling on every current model Top weakness Three incidents of 80 minutes or more with elevated errors across several models between 24 August and 22 September 2026 |
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| 16 | Cloudflare R2Cloudflare · HTTP API | Storage | BB | 77.4 | 3.5 (8) | n/a | n/a | $0.0045 / 1k req | API key | Hosted | ||
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S3-compatible object storage with no egress fees. Top strength Free egress and a free tier of 10 GB-month plus 1 million writes a month Top weakness No versioning, tagging, ACLs or bucket policies on the S3 API; retention comes as bucket lock rules |
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| 17 | Tavily API + MCPTavily · MCP server | Search | BB | 77.2 | 3.6 (8) | n/a | n/a | $7.50 / 1k req | OAuth or key | Hosted + local | ||
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Tavily's REST API for web search, URL extraction, site mapping, crawling and cited research reports, with the official MCP server hosted at mcp.tavily.com or run locally from npm. Top strength Keyless search and extract, plus a free 1,000 credits a month with no card Top weakness x402 covers advanced search only, not extract, map, crawl or research |
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| 18 | TemporalTemporal Technologies · Model platform | Human approval | BB | 77.2 | 3.6 (8) | n/a | n/a | $0.05 / 1k calls | OAuth or key | Local | ||
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Open-source durable execution platform with SDKs in Go, Java, Python, TypeScript, .NET, PHP, Ruby and Rust, run yourself or on Temporal Cloud. Top strength Waits of any length with a timeout survive worker restarts and deploys Top weakness No reviewer inbox, notifications or routing, so the human side is all your code |
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| 19 | Chrome DevTools MCPGoogle (Chrome DevTools team) · MCP server | Browser | BB | 77.1 | 3.5 (8) | n/a | n/a | Free · OSS | None | Local | ||
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Lets coding agents control and inspect a live Chrome instance. Top strength Performance traces, network inspection, heap snapshots and Lighthouse audits in one server Top weakness Usage statistics go to Google by default until you pass |
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| 20 | Azure AI Speech speech-to-textMicrosoft Azure · Model API | STT | BB | 77 | 3.3 (8) | n/a | n/a | Freemium | OAuth or key | Hosted | ||
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Azure's speech-to-text service for transcribing audio. Top strength Real-time and fast transcription audio isn't stored, and customer audio isn't used for training Top weakness MAI-Transcribe-2 is preview with no SLA, and its $0.10 promotional price ends on 2026-12-31 |
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| 21 | You.com APIsYou.com · HTTP API | Search | BB | 76.9 | 3.8 (8) | n/a | n/a | $5 / 1k req | OAuth or key | Hosted + local | ||
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Web Search, Contents, Answer, Research and Finance Research APIs, plus a hosted MCP server with six tools. Top strength x402 and MPP on Web Search and Finance Research, with no account needed Top weakness Two API hosts. Answer and Research return 'Missing Authentication Token' on ydc-index.io |
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| 22 | Apify MCP ServerApify · MCP server | Scrapers | BB | 76.6 | 3.4 (8) | n/a | n/a | $1 / call x402 | OAuth or key | Hosted + local | ||
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Exposes thousands of Apify Store Actors (scrapers, crawlers, automations) as dynamically discovered MCP tools, hosted at mcp.apify.com or run locally; supports OAuth, API tokens and agentic payments (x402 prepaid tokens, Skyfire). Top strength x402 on Apify's own domains, a prepaid token from agi.apify.com for any Actor and per-run payment on mcp.apify.com for Pay Per Event Actors Top weakness API and Actor runs timed out for about 12 hours on 21 and 22 July 2026 |
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| 23 | BrowserbaseBrowserbase · HTTP API | Browser | BB | 76.6 | 3.4 (8) | n/a | n/a | $0.12 / browser-hr x402 | API key | Hosted | ||
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Hosted headless browsers for agents over CDP, plus Fetch and Search APIs and the Stagehand framework. Top strength x402 sessions at x402.browserbase.com with no account, $0.12 an hour, unused minutes refunded Top weakness The hosted MCP setup page passes the API key as |
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| 24 | Google Cloud Secret ManagerGoogle Cloud · HTTP API | Secrets | BB | 76.6 | 3.6 (8) | n/a | n/a | $0.06 / mo | OAuth | Hosted | ||
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Google Cloud's managed service for storing and accessing application secrets. Top strength Workload identity on GKE, Cloud Run and GCE, so no key in the agent, and API keys are refused Top weakness Managed rotation only covers Cloud SQL; other rotation is a Pub/Sub notification you handle |
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| 25 | TempoTempo · HTTP API | Platforms | BB | 76.6 | 3.1 (8) | n/a | n/a | $0.0006 / tx | OAuth or key | Hosted | ||
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A payments-first Layer 1 chain incubated by Stripe and Paradigm, live on mainnet since 2026-03-18. Top strength api.tempo.xyz accepts MPP on its anonymous endpoints, so an agent can pay per request without an account Top weakness The API versioning page says endpoints are not yet stable and may change without notice |
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| 26 | Bird API + MCPBird (formerly MessageBird) · HTTP API | Messaging | BB | 76.5 | 3.6 (8) | n/a | n/a | Pay per use | OAuth or key | Hosted + local | ||
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Bird's rebuilt developer API sends SMS and WhatsApp (plus email and voice) from one account, with an OpenAPI 3.1 spec, generated SDKs, a CLI and a hosted OAuth MCP server at mcp.bird.com. Top strength API keys with per-product read or write scopes, expiry and CIDR limits, and a read-only default login Top weakness No free SMS or WhatsApp allowance, and we found no way to top up the prepaid balance by API |
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| 27 | Pinecone API + MCPPinecone · HTTP API | Retrieval | BB | 76.4 | 3.5 (8) | n/a | n/a | $20 / mo | API key | Hosted + local | ||
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Managed, closed-source vector database with serverless indexes. Top strength OpenAPI files per API version, quarterly versions with at least 12 months of support each Top weakness Nine regional incidents between 9 July and 28 September 2026, four lasting more than an hour |
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| 28 | Amazon PollyAmazon Web Services · Model API | TTS | BB | 75.8 | 4.0 (8) | n/a | n/a | Pay per use | API key | Hosted | ||
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AWS's speech synthesis API with four engines (standard, neural, long-form and generative) and about 110 voices in 42 languages and variants. Top strength IAM policies scope access per action and resource, and CloudTrail logs each call Top weakness AWS may store and use text to improve the service unless the organisation sets an AI services opt-out policy |
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| 29 | Supabase API + MCPSupabase · HTTP API | Databases | BB | 75.8 | 3.3 (8) | n/a | n/a | $25 / mo | OAuth or key | Hosted + local | ||
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Hosted Postgres with an auto-generated REST API (PostgREST), GraphQL, auth, storage, realtime and Edge Functions, plus a Management API and an official MCP server. Top strength OAuth 2.1 with dynamic client registration, plus personal access tokens scoped to chosen projects and permissions Top weakness Several multi-hour platform incidents between 27 August and 30 September |
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| 30 | GroqCloudGroq · Model API | Models | BB | 75.7 | 3.5 (8) | n/a | n/a | from $0.075 / 1M in | API key | Hosted | ||
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OpenAI-compatible inference API serving open-weight models on Groq's processors. Top strength Free plan with no card, at 30 requests a minute and 1,000 a day on gpt-oss Top weakness Four model shutdown dates between 2026-07-17 and 2026-09-21, with no stated minimum notice |
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| 31 | Arize PhoenixArize AI · HTTP API | Evals | BB | 75.6 | 3.8 (8) | n/a | n/a | Free · OSS | OAuth or key | Local | ||
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Self-hosted tracing, evaluation, datasets, experiments and prompt management built on OpenTelemetry and OpenInference. Top strength Free and self-hosted with no feature gating, from Top weakness Auth is off by default and the default admin password is |
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| 32 | Modal SandboxesModal · SDK + MCP | Sandboxes | BB | 75.6 | 3.3 (8) | n/a | n/a | $0.071 / vCPU-hr | API key | Local | ||
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Modal's sandboxed compute environments for running code, with SDK access, GPU support and filesystem snapshots. Top strength GPU sandboxes at the same per-second rates as the rest of Modal Top weakness No REST API, and the JavaScript and Go SDKs are beta |
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| 33 | Firecrawl MCPFirecrawl (Mendable) · MCP server | Scrapers | BB | 75.5 | 3.5 (8) | n/a | n/a | $19 / mo | OAuth or key | Hosted + local | ||
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Official Firecrawl server for scraping pages to markdown/JSON, mapping and crawling sites, web search, browser interaction, monitoring and an autonomous research agent. Top strength Keyless hosted endpoint with scrape, search and parse, plus OAuth and a search-only endpoint Top weakness No x402 or other machine payment |
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| 34 | Backblaze B2Backblaze · HTTP API | Storage | BB | 75.4 | 3.8 (8) | n/a | n/a | $0.01 / GB | API key | Hosted + local | ||
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Object storage at $6.95 a TB-month with the first 10 GB free, egress free up to three times what you store and $0.01 a GB after, and no charge for most API calls. Top strength $6.95 a TB-month, first 10 GB free, Class A, B and C API calls free, and no card at signup Top weakness No rate limits published with numbers; the docs say only that B2 may throttle per account |
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| 35 | Composio (API + MCP)Composio · HTTP API | Tool access | BB | 75.3 | 3.5 (8) | n/a | n/a | $29 / mo | OAuth or key | Hosted | ||
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Tool access and per-user authentication for agents across 1,000+ apps. Top strength Seven Connect meta-tools, and sessions that load chosen toolkits or filter by read-only and destructive tags Top weakness Rube shut down on 16 May 2026, so old rube.app configs are dead |
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| 36 | Qdrant API + MCPQdrant · HTTP API | Retrieval | BB | 75.3 | 3.6 (8) | n/a | n/a | Freemium | API key | Hosted + local | ||
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Open-source vector database written in Rust, run yourself or on Qdrant Cloud. Top strength Database keys can be read-only, limited to chosen collections and expire after 90 days by default Top weakness The MCP server has 2 tools, can't manage collections or run filtered queries, and last released on 10 December 2025 |
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| 37 | Resend API + MCPResend · HTTP API | BB | 75.3 | 3.4 (8) | n/a | n/a | $20 / mo | OAuth or key | Hosted + local | |||
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Transactional and marketing email API with inbound receiving, templates, broadcasts and automations. Top strength
Top weakness 106 MCP tools load at once, with no toolsets |
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| 38 | Mapbox APIs + MCPMapbox · HTTP API | Maps | BB | 75.2 | 3.6 (8) | n/a | n/a | $0.75 / 1k req | OAuth or key | Hosted + local | ||
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Geocoding v6 with batch, Search Box for places and categories, Directions, Matrix, Isochrone, Map Matching, route optimisation, static images and map tiles. Top strength Official MCP server, hosted at mcp.mapbox.com with OAuth or run locally, listed in the MCP registry Top weakness Storing geocodes needs the Permanent tier at $5 per 1,000, about 6.7 times the temporary rate |
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| 39 | Shopify API + MCPShopify · HTTP API | Commerce | BB | 75.2 | 3.6 (8) | n/a | n/a | $39 / mo | OAuth or key | Local | ||
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Hosted commerce platform for online stores. Top strength Typed GraphQL schemas with quarterly versions supported at least 12 months Top weakness Closed platform. You can't self-host or change checkout internals |
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| 40 | Amazon Bedrock GuardrailsAmazon Web Services · HTTP API | Guardrails | BB | 75.1 | 3.4 (8) | n/a | n/a | Pay per use | API key | Hosted | ||
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Configurable guardrail policies (content filters with a prompt-attack category, denied topics, word filters, PII and regex filters, contextual grounding, Automated Reasoning checks) applied to any model through the ApplyGuardrail API, or inline through InvokeGuardrailChecks. Top strength ApplyGuardrail works with any model, self-hosted or third party, without invoking Bedrock inference Top weakness Per-policy billing, so four paid policies on one request cost four times, and no free tier |
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| 41 | Amazon SESAmazon Web Services · HTTP API | BB | 75.1 | 3.3 (8) | n/a | n/a | $105 / mo | OAuth or key | Hosted | |||
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AWS's email service for sending and receiving at scale, over the SES v2 API or SMTP, with templates, configuration sets, receipt rules and deliverability tooling. Top strength $0.10 per 1,000 emails a la carte, falling to $0.11 per 1,000 above 100 million on Essentials Top weakness Sandbox limits new accounts to verified recipients and 200 messages a day until production access is granted |
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| 42 | ZenRowsZenRows · HTTP API | Scrapers | BB | 75.1 | 3.8 (8) | n/a | n/a | $19 / mo | OAuth or key | Hosted + local | ||
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Scraping API (Fetch, formerly Universal Scraper API) with JavaScript rendering, residential proxies and anti-bot bypass, plus Extract for structured JSON, Batch for bulk URL jobs and hosted Browser Sessions. Top strength No incidents from July to 1 October 2026 on a six-component Better Stack status page Top weakness The Fetch API only takes the key in the query string |
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| 43 | AgentMail API + MCPAgentMail · HTTP API | Inboxes | BB | 75 | 3.1 (8) | n/a | n/a | $2 / call x402 | OAuth or key | Hosted + local | ||
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Email inboxes for agents over REST. Top strength Inbox creation, threads, drafts and labels built for agents, with Top weakness Email sending was down for 8 hours 7 minutes on 19 August 2026 |
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| 44 | Agent Development Kit (ADK)Google · Agent framework | Frameworks | BB | 74.9 | 3.0 (8) | n/a | n/a | Free · OSS | None | Library | ||
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Google's code-first toolkit to build, evaluate and deploy agents in Python, TypeScript, Go, Java and Kotlin. Top strength Python, TypeScript, Go, Java and Kotlin Top weakness Two critical CVEs in 2026, one of them in tool confirmation itself |
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| 45 | Trigger.devTrigger.dev · Model platform | Human approval | BB | 74.8 | 3.6 (8) | n/a | n/a | Freemium | OAuth or key | Hosted + local | ||
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Open-source background jobs and durable tasks in TypeScript. Top strength Tokens complete from a backend, a pre-signed callback URL or the browser with a token scoped to one waitpoint Top weakness 10-minute default timeout on tokens |
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| 46 | Speechify API Voice CloningSpeechify · Model API | Cloning | BB | 74.5 | 3.6 (8) | n/a | n/a | $10 / mo | API key | Hosted | ||
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Zero-shot voice cloning on the SpeechifyAI API from a 10 to 30 second sample, with verified spoken consent. Top strength Verified consent on every clone, phrase and speaker matched, recording kept Top weakness No cloning on the Free plan |
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| 47 | Telnyx Voice API + MCPTelnyx · HTTP API | Calling | BB | 74.4 | 3.5 (8) | n/a | n/a | $1 / mo | OAuth or key | Hosted + local | ||
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Carrier-owned Voice API (Call Control and TeXML) for calls, numbers, websocket media streaming, recording and transfers on Telnyx's own network. Top strength About $0.007 a minute all-in for US outbound ($0.002 Voice API plus $0.005 termination) Top weakness x402 and MPP only top up credit, they don't pay per call |
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| 48 | SpiderSpider (BAGELMEN LLC) · HTTP API | Scrapers | BB | 74.3 | 3.3 (8) | n/a | n/a | $0.0005 / call x402 | OAuth or key | Hosted + local | ||
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Hosted crawl, scrape, search, links and screenshot API built on the open-source Rust spider crate, plus a cloud browser and proxy pool. Top strength Keyless /scrape and working x402 v2 on every core route, so an agent needs no account Top weakness Operated by BAGELMEN LLC with no address, retention periods or DPA in the privacy policy |
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| 49 | Circle Wallets (Agent Wallets, Programmable Wallets)Circle · HTTP API | Wallets | BB | 74.1 | 3.1 (8) | n/a | n/a | 0.02% fee | OAuth or key | Hosted | ||
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Circle's wallet APIs (developer-controlled, user-controlled and modular wallets) plus Agent Wallets, a USDC wallet an agent drives through the Circle CLI with per-transaction, daily, weekly and monthly caps and address allowlists. Top strength Agent Wallet caps per transaction, day, week and month plus recipient and contract allow and block lists, each change confirmed by email OTP Top weakness Developer-controlled wallets have no policy engine, so limits and allowlists live in your code |
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| 50 | Parallel Search and Task APIsParallel Web Systems · HTTP API | Search | BB | 74.1 | 3.6 (8) | n/a | n/a | $1 / 1k req | OAuth or key | Hosted | ||
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Parallel's web APIs for agents. Top strength Fast-mode search at $1 per 1,000 with 10 excerpted results, and Extract at $1 per 1,000 URLs Top weakness Search defaults to advanced mode at $5 per 1,000 when |
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| 51 | gooseAgentic AI Foundation (originally Block) · Agent harness | Harnesses | BB | 73.9 | 2.5 (2) | n/a | n/a | Free · OSS | None | Local | ||
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Open-source general-purpose agent written in Rust, with a desktop app, a CLI and an embeddable server. Top strength Telemetry off until the user opts in, with the collected fields listed Top weakness Autonomous mode, which approves every tool call, is the default |
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| 52 | ElevenLabs Voice Cloning and Voice Design APIElevenLabs · Model API | Cloning | BB | 73.8 | 3.5 (2) | n/a | n/a | $6 / mo | API key | Hosted + local | ||
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ElevenLabs' voice cloning service creates voices from audio samples. Professional cloning uses verified recordings, while Voice Design generates voices from text prompts. Top strength Instant clones from 1 to 2 minutes of audio on the $6 Starter plan Top weakness Instant clones rely on an attestation, not a check |
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| 53 | Telnyx API + MCPTelnyx · HTTP API | Messaging | BB | 73.8 | 3.5 (2) | n/a | n/a | Pay per use | API key | Hosted + local | ||
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Carrier-owned CPaaS with SMS, MMS, RCS and WhatsApp on one REST API, plus an official hosted MCP server at api.telnyx.com/v2/mcp and a stdio MCP package. Top strength US long code SMS $0.004 a part outbound and inbound, published with carrier fees and as machine-readable pricing.md Top weakness No per-key scopes or read-only keys, and the MCP can send or buy numbers without confirmation |
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| 54 | Akeyless (SecretlessAI and MCP server)Akeyless · Model platform | Secrets | BB | 73.7 | 3.0 (2) | n/a | n/a | Freemium | OAuth or key | Hosted + local | ||
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SaaS secrets and machine-identity platform with a self-hosted Gateway that brokers access. Top strength Gateway-brokered SecretlessAI and a runtime-authority MCP server with 4 tools that return results, not credentials Top weakness No published prices above the free plan; clients and transactions are metered with overage billed at the end of a 12-month contract |
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| 55 | Azure AI Speech text-to-speechMicrosoft Azure · Model API | TTS | BB | 73.7 | 3.5 (2) | n/a | n/a | $960 / mo | OAuth or key | Hosted | ||
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Azure's text-to-speech service for generating spoken audio. Top strength Real-time synthesis keeps neither the input text nor the output audio Top weakness An Azure subscription needs a card, even for the free F0 tier |
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| 56 | Amazon TranscribeAmazon Web Services · Model API | STT | BB | 73.6 | 4.0 (2) | n/a | n/a | Pay per use | API key | Hosted | ||
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AWS's transcription API. Top strength $0.006 a minute batch and $0.01 streaming in US East, with diarisation, custom vocabulary and language ID included Top weakness AWS may store and use audio to improve the service unless an organisation-wide AI services opt-out policy is set |
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| 57 | OpenAI CodexOpenAI · Agent harness | Harnesses | BB | 73.4 | 3.0 (2) | n/a | n/a | $20 / mo | OAuth or key | Local | ||
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OpenAI's coding agent for software development tasks. Top strength Sandbox on by default on macOS, Linux and Windows, with the network off and Top weakness Pre-1.0 at 0.160.0, with a minor every few days and no breaking-change section in release notes --yolo undoes both”All 2 reviews ›
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| 58 | OpenAI embeddingsOpenAI · HTTP API | Embeddings | BB | 73.4 | 4.5 (2) | n/a | n/a | Pay per use | API key | Hosted | ||
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OpenAI's text embedding API, with adjustable output dimensions for search and retrieval applications. Top strength text-embedding-3-small at $0.02 per million tokens, $0.01 through the Batch API Top weakness No new embedding model since 25 January 2024, and the docs still give a September 2021 knowledge cutoff |
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| 59 | Apideck Accounting API + MCPApideck · HTTP API | Accounting | BB | 73.2 | 3.5 (2) | n/a | n/a | $599 / mo | API key | Hosted + local | ||
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Unified accounting API for invoices, bills, payments, journal entries and financial reports across platforms including QuickBooks, Xero and NetSuite. Top strength 56 accounting connectors, including European ledgers such as DATEV, Exact Online, Fortnox and Twinfield Top weakness No published rate limits of Apideck's own, only connector limits mirrored in headers |
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| 60 | ElevenLabs Text to Speech API + MCPElevenLabs · Model API | TTS | BB | 73.1 | 3.5 (2) | n/a | n/a | $6 / mo | OAuth or key | Hosted + local | ||
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ElevenLabs text-to-speech over REST, HTTP streaming and WebSocket. Top strength Keys can be limited to chosen endpoints and given a credit quota, and service accounts hold keys that don't belong to a person Top weakness Content may be used for training unless you opt out under Data use, and the opt-out only applies going forward |
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| 61 | Context7Upstash · MCP server | Code | BB | 73 | 3.0 (2) | n/a | n/a | $5 / 1k calls | OAuth or key | Hosted + local | ||
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Serves up-to-date, version-specific library documentation and code examples into agent prompts via two tools (resolve-library-id, query-docs). Top strength Two tools, both annotated Top weakness The |
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| 62 | Deepgram Text-to-Speech (Aura-2, Flux TTS)Deepgram · Model API | TTS | BB | 73 | 3.5 (2) | n/a | n/a | Pay per use | API key | Hosted + local | ||
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Deepgram's text-to-speech API for generating spoken audio. Top strength OpenAPI 3.1 and AsyncAPI files, llms.txt and Markdown pages Top weakness Requests can be kept for training unless each one sets |
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| 63 | WooCommerce API + MCPWooCommerce (Automattic) · HTTP API | Commerce | BB | 73 | 3.5 (2) | n/a | n/a | Free · OSS | OAuth or key | Local | ||
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Open-source commerce plugin for WordPress that you host yourself. Top strength Free GPL software with no platform fee or revenue share Top weakness Uptime, speed and security depend on each store's host and plugins. No vendor status page |
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| 64 | SuprSendSuprSend · HTTP API | Notifications | BB | 72.9 | 3.0 (2) | n/a | n/a | $110 / mo | API key | Hosted + local | ||
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Notification workflow API for email, SMS, push, an in-app Inbox, Slack, Microsoft Teams and webhooks, with digests, batching and preferences per user and per tenant. Top strength MCP tool descriptions say when to use each tool, when not to, and what it changes, with readOnlyHint and destructiveHint set Top weakness No rate-limit page or 429 guidance |
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| 65 | Langfuse API + MCPLangfuse (ClickHouse) · HTTP API | Evals | BB | 72.8 | 4.0 (2) | n/a | n/a | $29 / mo | API key | Hosted | ||
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Open-source tracing, evaluation, prompt management and datasets for LLM apps and agents, built on OpenTelemetry. Top strength MIT core with no usage limits when self-hosted, and self-hosted telemetry documented with an off switch Top weakness About 89 MCP tools load by default, writes included, with no server-side toolsets or read-only mode |
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| 66 | OpenAI Image APIOpenAI · Model API | Image | BB | 72.7 | 3.5 (2) | n/a | n/a | Pay per use | API key | Hosted | ||
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OpenAI's image generation and editing endpoints (/v1/images/generations and /v1/images/edits), also callable as a tool inside the Responses API. Top strength Generation, mask edits and multi-reference edits on the same models, via the Image API or the Responses tool Top weakness No per-image price for GPT Image 2.5, and the cost calculator doesn't cover it |
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| 67 | BlockRun.AIBlockRun, Inc. · MCP server | Models | BB | 72.5 | 3.5 (2) | n/a | n/a | Pay per use x402 | OAuth or key | Local | ||
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Model and API gateway with an OpenAI-compatible interface, MCP support and per-request stablecoin payments through x402. Top strength x402 v2 on its own gateway, USDC on Base and Solana, with Base Sepolia for testing Top weakness The status page shows live checks only and keeps no incident history |
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| 68 | Cohere Embed and RerankCohere · HTTP API | Embeddings | BB | 72.5 | 3.5 (2) | n/a | n/a | $2 / 1k req | API key | Hosted | ||
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Embed 5 (Pro and Fast, released 2026-09-30) embeds text, images and parsed PDFs at 128K context in 100+ languages, at $0.08 to $0.12 per million tokens. Top strength Rerank 4 Pro and Fast with 32K context and top_n, tracked per model on the status page Top weakness Terms, training notice and security page disagree on whether API data trains models or goes to third parties |
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| 69 | DeepL APIDeepL · HTTP API | Translation | BB | 72.4 | 3.5 (2) | n/a | n/a | Freemium | OAuth or key | Hosted + local | ||
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Translation API for text and documents in over 100 languages, with glossaries, formality control, style rules, custom instructions, a writing endpoint and a voice API. Top strength Up to 5 glossaries, five formality settings, style rules and up to 10 custom instructions on the translate call Top weakness API Free and API Pro can't be bought any more, and API Developer's 1 million characters never reset |
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| 70 | Claude Agent SDKAnthropic · Agent framework | Frameworks | BB | 72.4 | none | n/a | n/a | Free | API key | Library | ||
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Runs the Claude Code agent as a library, with its loop, built-in tools, permissions, sessions, hooks and subagents. Top strength Claude Code's file, shell, search and web tools, with six permission modes, a canUseTool callback and PreToolUse hooks Top weakness Claude models only, so a person has to set up a Claude API key or cloud account first |
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| 71 | Gemini CLIGoogle · Agent harness | Harnesses | BB | 72.3 | 3.5 (2) | n/a | n/a | Freemium | OAuth or key | Local | ||
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Google's open-source coding agent for the terminal, in TypeScript on Node 20 or newer. Top strength Apache-2.0, CI passing on main, and 583 open issues with priority labels Top weakness Sandboxing is off by default, and the default macOS profile allows network |
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| 72 | Azure TranslatorMicrosoft Azure · HTTP API | Translation | BB | 72.2 | 3.5 (2) | n/a | n/a | $10 / mo | OAuth or key | Hosted | ||
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Microsoft's translation API, now part of Foundry Tools. Top strength $10 per million characters pay as you go, 2 million free a month on F0, commitment overage down to $5.50 Top weakness The 2026-06-06 schema breaks v3.0 clients and drops BreakSentence and dictionary lookups from the spec |
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| 73 | Scalekit AgentKitScalekit · HTTP API | Agent auth | BB | 72.1 | 2.5 (2) | n/a | n/a | $99 / mo | OAuth or key | Hosted | ||
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Authentication and integration platform for agents, with per-user account connections, scoped MCP servers and managed tool calls. Top strength 500+ connectors, including remote MCP servers over OAuth 2.1 with DCR Top weakness No rate limits or idempotency documented for Scalekit's own API |
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| 74 | Terraform MCP ServerHashiCorp · MCP server | Infra | BB | 72.1 | 3.0 (2) | n/a | n/a | Free · OSS | OAuth or key | Local | ||
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HashiCorp's official MCP server for Terraform and its registry. Top strength Nine registry tools load by default and need no credentials Top weakness Workspace updates, variable writes, team membership and access grants run without the operations flag |
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| 75 | CoinGecko x402 APICoinGecko · HTTP API | Data | BB | 71.9 | 3.0 (2) | n/a | n/a | $0.01 / call x402 | None | Hosted | ||
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CoinGecko exposes pay-per-call endpoints under an /x402/ path prefix of its Pro API, settled in USDC on Base with no API key. Top strength Five x402 endpoints at $0.01 USDC a request on Base or Solana, no key or account Top weakness The x402 endpoints are labelled experimental, and pricing and availability may change without notice |
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| 76 | Intercom API + MCPIntercom · HTTP API | Support | BB | 71.8 | 4.0 (2) | n/a | n/a | $29 / seat-mo | OAuth or key | Hosted | ||
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Intercom's REST API (conversations, contacts, companies, tickets, notes, tags, articles, data attributes and webhooks) and its official hosted MCP server. Top strength Versioned OpenAPI per API version, 235 operations in 2.16, with breaking changes only in new versions Top weakness MCP can't reply, assign, snooze or close, those need the REST API |
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| 77 | Coinbase Developer Platform (Agentic Wallet, AgentKit, CDP MCP)Coinbase Developer Platform · SDK + MCP | Wallets | BB | 71.6 | 3.5 (2) | n/a | n/a | $0.005 / call | OAuth or key | Hosted + local | ||
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Coinbase's wallet infrastructure for agents, with programmatic transactions, spending controls and MCP integrations. Top strength Operator-set max per call and max per session that the agent can't change, set in the wallet UI Top weakness AgentKit on npm is 0.10.4 from December 2025, and its fix for a local file read and public upload path is unreleased |
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| 78 | DopplerDoppler · HTTP API | Secrets | BB | 71.6 | 3.0 (2) | n/a | n/a | $21 / seat-mo | OAuth or key | Hosted + local | ||
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Hosted secrets manager organised by project, environment and config. Top strength Service tokens bound to one config, read-only by default, with --max-age expiry Top weakness Dynamic secrets and on-prem are Enterprise only, and Developer has no service accounts |
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| 79 | HubSpot API + MCPHubSpot · HTTP API | CRM | BB | 71.6 | 4.0 (2) | n/a | n/a | $20 / seat-mo | OAuth or key | Hosted + local | ||
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HubSpot's CRM REST API (objects, associations, search, properties, pipelines, engagements, webhooks) and its official MCP servers. Top strength Remote MCP server GA since 13 April 2026, OAuth 2.1 with PKCE only Top weakness Several incidents over an hour in the 90 days to 1 October 2026, up to about 8 hours |
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| 80 | OpenAI Moderation APIOpenAI · HTTP API | Guardrails | BB | 71.6 | 4.0 (2) | n/a | n/a | Free | API key | Hosted | ||
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Free classifier endpoint that scores text and images against 13 harm categories (harassment, hate, illicit, self-harm, sexual, violence and their sub-types) and returns a flagged boolean plus per-category scores. Top strength Free, on any OpenAI project key Top weakness No prompt-injection, jailbreak or PII detection |
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| 81 | Auth0 for AI Agents (Token Vault)Auth0 by Okta · HTTP API | Agent auth | BB | 71.5 | 3.5 (2) | n/a | n/a | Freemium | OAuth | Hosted + local | ||
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Auth0's identity and authorisation tools for AI agents, built on its identity platform. Top strength Standard grants throughout, RFC 8693 token exchange, CIBA with RAR and DPoP Top weakness Only works when Auth0 is the identity provider for your users |
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| 82 | ElevenLabs Agents API + MCPElevenLabs · HTTP API | Voice agents | BB | 71.5 | 3.5 (2) | n/a | n/a | $22 / mo | OAuth or key | Hosted | ||
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ElevenAgents (formerly Conversational AI) runs hosted voice agents as a pipeline of a fine-tuned ElevenLabs ASR model, an LLM of your choice or your own, ElevenLabs TTS and a proprietary turn-taking model. Top strength API keys scoped to endpoint groups, with per-key credit limits and service accounts Top weakness $0.08 a minute excludes LLM tokens and carrier minutes |
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| 83 | VendureVendure (Elevantiq GmbH) · HTTP API | Commerce | BB | 71.4 | 3.0 (2) | n/a | n/a | Freemium | OAuth or key | Hosted | ||
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Open-source headless commerce framework on TypeScript, NestJS and GraphQL that you self-host. Top strength Full cart, coupon, shipping and payment flow in the GraphQL Shop API, with ErrorResult types an agent can branch on Top weakness No vendor-hosted API. Vendure Cloud is only partly available |
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| 84 | LangSmith API + MCPLangChain · HTTP API | Evals | BB | 71.3 | 3.0 (2) | n/a | n/a | $39 / seat-mo | OAuth or key | Hosted | ||
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LangChain's hosted tracing, evaluation, prompt hub and dataset platform, framework-agnostic with Python and TypeScript SDKs and OpenTelemetry ingest. Top strength Rate limits published per endpoint and per plan, with each kind of 429 explained Top weakness Five SDK advisories from February to June 2026, one listed as critical (arbitrary file read through |
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| 85 | Mistral AI APIMistral AI · Model API | Models | BB | 71.3 | 4.0 (2) | n/a | n/a | from $0.10 / 1M in | API key | Hosted | ||
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Mistral's API for its open-weight and proprietary models, with EU and US regional endpoints. Top strength Public OpenAPI document at docs.mistral.ai/openapi.yaml and an llms.txt with Markdown twins Top weakness Data sent to Labs and preview models may be used for training from 2026-09-25, whatever the opt-out or zero-retention setting |
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| 86 | Nylas Calendar and Scheduler APINylas · HTTP API | Scheduling | BB | 71.3 | 3.0 (2) | n/a | n/a | $15 / mo | OAuth or key | Hosted | ||
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Unified calendar API over Google, Microsoft 365 and Outlook, Exchange (EWS) and iCloud. Top strength One schema across Google, Microsoft 365, Exchange EWS, iCloud and virtual calendars Top weakness API keys can't be scoped, so the MCP and any agent holding a key reach every grant |
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| 87 | Cloudflare MCP ServersCloudflare · MCP server | Infra | BB | 71.1 | 3.0 (2) | n/a | n/a | Your plan | OAuth or key | Hosted | ||
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A family of Cloudflare-hosted remote MCP servers. Top strength OAuth on every account server, with the Code Mode consent page defaulting to read-only scopes Top weakness No server-side confirmation before destructive calls once full access is granted |
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| 88 | Nevermined API + MCPNevermined · HTTP API | Platforms | BB | 71.1 | 3.0 (2) | n/a | n/a | 1% fee | OAuth or key | Hosted | ||
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Payments, metering and access control for agents, MCP tools and APIs. Top strength Fees published without a login, 1% on stablecoins, 2% on cards and 2% for the Router Top weakness The x402 paywall settles Nevermined plan tokens, so generic x402 clients need its SDK or API to pay |
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| 89 | Gemini EmbeddingGoogle · HTTP API | Embeddings | BB | 71 | 3.0 (2) | n/a | n/a | Freemium | API key | Hosted | ||
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gemini-embedding-2, Google's multimodal embedding model, takes text, images, video, audio and PDFs into one 3072-dimension space (truncatable to 128) at 8,192 input tokens in 100+ languages. Top strength Text, images, video, audio and PDFs interleaved in one request and one vector space Top weakness $0.20 per million text tokens, against $0.02 for OpenAI's small model |
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| 90 | Murf TTS API + MCPMurf · Model API | TTS | BB | 70.9 | 3.5 (2) | n/a | n/a | Freemium | API key | Hosted + local | ||
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Murf's API for generating speech from text. Top strength Falcon 2 costs 1 cent per 1,000 characters on pay as you go, with a $2 minimum purchase Top weakness Falcon 2 concurrency is 2 outside US-East on free and pay as you go, 5 on US-East |
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| 91 | OpenHandsAll Hands AI · Agent harness | Harnesses | BB | 70.9 | 2.5 (2) | n/a | n/a | Freemium | OAuth or key | Local | ||
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Open-source coding agent with a self-hosted web interface, local and remote execution, and scheduled or webhook-driven automation. Top strength A Docker container per conversation with Top weakness Confirmation mode is off by default in Agent Canvas, and the npm install gives the agent the host's whole filesystem |
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| 92 | Typesense API + MCPTypesense · HTTP API | Retrieval | BB | 70.9 | 3.0 (2) | n/a | n/a | $0.09 / GB | OAuth or key | Hosted | ||
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Open-source (GPL-3.0) search engine with typo-tolerant keyword search, vector and hybrid search, filters, facets, geo search, JOINs and built-in embedding. Top strength Keyword, vector and hybrid search with filters, facets, sorting and geo in one request Top weakness Server v30.2 from April 2026 is still the newest stable release |
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| 93 | Deepgram Speech-to-Text (Nova-3, Flux)Deepgram · Model API | STT | BB | 70.6 | 3.5 (2) | n/a | n/a | Pay per use | API key | Hosted + local | ||
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Deepgram's speech-to-text API for recorded audio and live streams, including turn detection for voice agents. Top strength Flux streams with model-level end-of-turn detection, so a voice agent needs no separate VAD Top weakness Training on audio is the default and the opt-out is a per-request flag |
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| 94 | LangGraphLangChain · Agent framework | Frameworks | BB | 70.6 | 3.5 (2) | n/a | n/a | Free · OSS | None | Library | ||
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Low-level runtime for long-running, stateful agent graphs with checkpointed persistence, human-in-the-loop, memory and streaming. Top strength Checkpointed persistence, so runs survive restarts and resume where they stopped Top weakness No MCP client of its own. LangChain's langchain.mcp is in beta |
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| 95 | CourierCourier · HTTP API | Notifications | BB | 70.5 | 3.0 (2) | n/a | n/a | Freemium | API key | Hosted | ||
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Notification API that routes one message to email, SMS, push, an in-app Inbox, Slack, Microsoft Teams and WhatsApp through your own providers, with templates, digests, preferences and journeys. Top strength Free for 10,000 sends a month, then $0.005 a send with no platform fee Top weakness 170 MCP tools with no toolsets, filtering or read-only mode |
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| 96 | GitHub MCP ServerGitHub · MCP server | Code | BB | 70.5 | 4.0 (2) | n/a | n/a | Free · OSS | OAuth or key | Hosted + local | ||
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GitHub's official MCP server (Go) exposing repositories, issues, pull requests, Actions, code security, discussions, gists, notifications, projects and more as toolsets. Top strength OAuth with scopes by default, fine-grained PATs and GitHub App tokens for headless runs, and per-call scope challenges since v1.11.0 Top weakness 92 tools and about 30,000 tokens with everything enabled; the default set alone is 45 tools |
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| 97 | Google Cloud Speech-to-TextGoogle Cloud · Model API | STT | BB | 70.4 | 3.0 (2) | n/a | n/a | Freemium | OAuth | Hosted | ||
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Google Cloud's transcription API. Top strength Audio isn't stored or used for training unless the project opts in to data logging Top weakness No release note since 2025-11-13 |
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| 98 | Sentry MCPSentry · MCP server | Observability | BB | 70.4 | 3.5 (2) | n/a | n/a | Your plan | OAuth | Hosted + local | ||
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Sentry's MCP for searching errors and traces, triaging issues, reading docs and managing projects, with agent-embedded natural-language search tools. Top strength OAuth with skills chosen at consent, Inspect and Seer (read-only) by default Top weakness No MCP component on status.sentry.io and no SLA |
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| 99 | Merge Accounting APIMerge · HTTP API | Accounting | BB | 70.2 | 3.5 (2) | n/a | n/a | $650 / mo | API key | Hosted | ||
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Unified accounting API for invoices, payments, expenses, journal entries and financial statements across platforms including QuickBooks, Xero and NetSuite. Top strength 12 accounting platforms behind one set of common models, with writes Top weakness Launch jumps from free to $650 a month at the fourth linked account |
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| 100 | Privy Wallets (server wallets, agent wallets, policy engine)Privy (Stripe) · HTTP API | Wallets | BB | 70.1 | 3.5 (2) | n/a | n/a | $299 / mo | OAuth or key | Hosted | ||
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Wallet infrastructure owned by Stripe since June 2025. Top strength Default-deny policies with DENY precedence on recipients, values, contracts, calldata, typed data and time windows, enforced in AWS Nitro Enclaves Top weakness Database problems took API endpoints down for 71 minutes on 18 September 2026, one of 13 incidents since July |
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| 101 | Massive (formerly Polygon.io)Massive · HTTP API | Data | BB | 70 | 3.5 (2) | n/a | n/a | $0.01 / call x402 | API key | Hosted | ||
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US market data API for stocks, options, indices, forex, crypto and futures, from the consolidated tapes. Top strength 23 US stock routes over x402 at agent.massive.com, $0.01 each on Base, and only successful requests are charged Top weakness About 18 unplanned incidents since 3 July, including 2.5 hours of intermittent 502s on stock aggregates on 2 September |
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| 102 | PlaidPlaid · HTTP API | Bank data | BB | 70 | 3.5 (2) | n/a | n/a | Paid | OAuth or key | Hosted + local | ||
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Bank data aggregation platform covering the US, Canada, the UK and parts of Europe. Top strength Public OpenAPI file, llms.txt with about 250 entries and a Markdown twin of every docs page Top weakness No prices before a Production application, and Transactions, Liabilities and Investments bill per Item each month until removed |
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| 103 | 1Password service accounts, SDKs and Environments MCP1Password · Model platform | Secrets | B | 69.9 | 3.5 (2) | n/a | n/a | $8.99 / seat-mo | OAuth or key | Local | ||
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Password manager with a developer layer for agents. Top strength Service accounts scoped per vault to read, write or share, with an optional expiry and permissions that can't be changed after creation Top weakness Teams, Families and Individual get 1,000 service account reads an hour per token, and the 429 carries no Retry-After |
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| 104 | Amazon TranslateAmazon Web Services · HTTP API | Translation | B | 69.8 | 4.0 (2) | n/a | n/a | Pay per use | API key | Hosted | ||
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AWS's neural translation API across 75 languages. Top strength IAM policies scope access per action and resource, with a Top weakness AWS may store and use text to improve Amazon AI services unless the organisation sets an opt-out policy |
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| 105 | GleanGlean Technologies, Inc. · HTTP API | Knowledge | B | 69.8 | 3.5 (2) | n/a | n/a | Paid | OAuth or key | Local | ||
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Enterprise search and AI assistant from Glean Technologies in San Francisco. Top strength Three public OpenAPI specs (Client, Indexing, Platform) regenerated almost daily, plus llms.txt and Markdown docs Top weakness No public price, trial or self-serve signup. Access starts with a demo request |
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| 106 | ScrapflyScrapfly (Joam Intelligence, LLC) · HTTP API | Scrapers | B | 69.8 | 4.0 (2) | n/a | n/a | $30 / mo | OAuth or key | Hosted + local | ||
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Scrape API with datacenter or residential proxies, JS rendering and an anti-bot Unblocker, plus screenshot, LLM extraction, crawler and hosted Cloud Browser APIs on one credit balance. Top strength Error catalogue of 100+ ERR:: codes, each with HTTP status, retryable and billed flags and a doc link Top weakness The open-source MCP server registers 61 tools at once, a heavy tools/list |
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| 107 | Gladia Speech-to-Text API + MCPGladia · Model API | STT | B | 69.7 | 3.0 (2) | n/a | n/a | Freemium | API key | Hosted + local | ||
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Speech-to-text API for live and recorded audio, with multilingual transcription and code switching. Top strength 100+ languages on Top weakness Starter costs $0.61 an hour async and $0.75 real time, several times the cheapest rivals |
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| 108 | Box API + MCPBox · HTTP API | Storage | B | 69.6 | 2.5 (2) | n/a | n/a | Your plan | OAuth | Hosted | ||
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Enterprise content platform with a REST API for files, folders, shared links, collaborations, metadata and Box AI, published as OpenAPI with year-based API versions. Top strength Public OpenAPI 3.0 spec with 297 operations, year-based API versions and an llms.txt of Markdown pages Top weakness 20 status-feed entries between 7 July and 1 October 2026, two of them over two hours on uploads or multiple services |
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| 109 | OneSignalOneSignal · HTTP API | Notifications | B | 69.6 | 3.5 (2) | n/a | n/a | $19 / mo | OAuth or key | Hosted | ||
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Messaging platform that sends mobile and web push through its own service and adds email, SMS, RCS, in-app messages, Live Activities and journeys. Top strength Runs push delivery itself, so there's no separate push provider to wire up Top weakness Three incidents on the API and SDK endpoints in September 2026 |
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| 110 | Vercel SandboxVercel · HTTP API | Sandboxes | B | 69.6 | 3.5 (2) | n/a | n/a | $0.128 / vCPU-hr | OAuth or key | Hosted | ||
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Firecracker microVM sandboxes on Vercel, driven from the `@vercel/sandbox` JavaScript SDK, the Python `vercel` package, a CLI or the REST API. Top strength Active CPU billing, so waiting on model responses costs only memory Top weakness Tied to a Vercel team and project even when called from elsewhere, and access tokens reach the whole team |
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| 111 | ZepZep · HTTP API | Memory | B | 69.6 | 4.0 (2) | n/a | n/a | $125 / mo | OAuth or key | Hosted | ||
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Hosted context and memory service built on a temporal graph of facts, relationships and source episodes. Top strength Facts that new data invalidates keep the time they stopped being true Top weakness The terms of 17 August 2026 grant a perpetual, irrevocable licence to train models on customer data |
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| 112 | OpenCage Geocoding APIOpenCage · HTTP API | Maps | B | 69.5 | 3.5 (2) | n/a | n/a | $50 / mo | API key | Hosted + local | ||
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Forward and reverse geocoding on one endpoint, built on OpenStreetMap and other open data, with optional annotations and JSON, GeoJSON, XML or Google-compatible output. Top strength Permanent storage of results on every plan, including after you cancel Top weakness Geocoding only, no place search or routing |
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| 113 | Retell AI API + MCPRetell AI · HTTP API | Voice agents | B | 69.4 | 3.5 (2) | n/a | n/a | $2 / mo | API key | Hosted | ||
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Hosted platform for phone and web voice agents, built as single-prompt agents or node-based conversation flows. Top strength Published per-minute price for every component, from $0.07 a minute all in Top weakness Call data kept indefinitely unless retention is set per agent |
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| 114 | LayaConvai Innovations · Model API | Decisions | B | 69.2 | 2.5 (2) | n/a | n/a | Free · OSS | None | Local | ||
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Open-source decision engine from Convai Innovations, released under Apache-2.0. Top strength Apache-2.0 code and weights, installed with Top weakness Base checkpoints score 0.362 and 0.352 on the maintainers' typed-decisions benchmark against a 0.318 random baseline, so it needs fine-tuning |
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| 115 | LinkupLinkup · HTTP API | Search | B | 69.1 | 4.0 (2) | n/a | n/a | $0.01 / call x402 | OAuth or key | Hosted + local | ||
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Web search API for agents with four depths (flash, fast, standard, deep) and three output types (ranked sources, a cited answer, or JSON matching your schema). Top strength Per-call prices from $0.005, and no credit taken for errors, missing parameters or empty results Top weakness 429 covers both exhausted credit and rate limiting, with no |
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| 116 | ElevenLabs Scribe Speech to Text APIElevenLabs · Model API | STT | B | 69 | 3.5 (2) | n/a | n/a | Freemium | API key | Hosted + local | ||
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ElevenLabs' speech-to-text service for audio transcription. Top strength $0.22 an hour for batch with 90+ languages and diarisation to 32 speakers Top weakness Audio may be used for training unless the account opts out, and the opt-out isn't retroactive |
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| 117 | Zendesk Support APIZendesk · HTTP API | Support | B | 68.9 | 3.5 (2) | n/a | n/a | $19 / seat-mo | OAuth or key | Local | ||
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REST API for Zendesk Support. Top strength OAuth 2.0 with read, write and per-resource scopes, expiring tokens and revocation endpoints Top weakness No documented MCP server; the /api/mcp endpoint has no public docs or tool list |
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| 118 | OpenRouterOpenRouter · Model router | Models | B | 68.8 | 3.0 (2) | n/a | n/a | 5.5% fee | API key | Hosted | ||
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One OpenAI-compatible API in front of 80+ model providers, at the providers' own token prices, with fallbacks and routing controls. Top strength Public OpenAPI document, llms.txt with Markdown twins, and SDKs in TypeScript, Python and Go, all tagged on 1 October 2026 Top weakness No machine payment. USDC top-ups go to a prepaid balance |
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| 119 | NVIDIA NeMo GuardrailsNVIDIA · Agent framework | Guardrails | B | 68.7 | 3.0 (2) | n/a | n/a | Free · OSS | None | Library | ||
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Open-source Python toolkit that runs input, output, retrieval, dialogue and tool rails around any LLM. Top strength Apache-2.0, 7,200 stars and nine releases between 9 October 2025 and 16 September 2026 Top weakness Usage telemetry and a heartbeat every 10 minutes to NVIDIA by default |
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| 120 | Saleor API + MCPSaleor · HTTP API | Commerce | B | 68.7 | 3.5 (2) | n/a | n/a | $1599 / mo | OAuth or key | Local | ||
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Open-source headless commerce with a single GraphQL API for products, channels, checkouts, orders and customers, self-hosted or on Saleor Cloud. Top strength One GraphQL schema with 78 typed error-code enums and 464 marked deprecations Top weakness The MCP server can't create checkouts or orders |
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| 121 | E2BE2B · HTTP API | Sandboxes | B | 68.5 | 3.0 (2) | n/a | n/a | $0.0504 / vCPU-hr | API key | Hosted | ||
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Firecracker microVM sandboxes for agent code, driven from Python and JavaScript SDKs, a CLI or a REST API. Top strength Firecracker microVM with its own kernel per sandbox Top weakness Two major incidents over an hour in September 2026, on sandbox creation and on creating from snapshots |
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| 122 | Google Maps Platform + Grounding Lite MCPGoogle · HTTP API | Maps | B | 68.5 | 2.5 (2) | n/a | n/a | $5 / 1k req | OAuth or key | Hosted | ||
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Geocoding, Places API (New) for text, nearby and detail search, Routes for routes and matrices, Address Validation, static maps and map tiles. Top strength Maps Grounding Lite is GA, hosted, and takes an X-Goog-Api-Key header or OAuth with the maps-platform.mapstools scope Top weakness A Cloud billing account with a payment method is required before the free caps apply |
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| 123 | fal music modelsfal (Features & Labels, Inc.) · Model platform | Music | B | 68.5 | 4.0 (2) | n/a | n/a | $0.04 / call | API key | Hosted | ||
|
fal hosts third-party music models behind one queue API and one key. Top strength Lyria, ElevenLabs, MiniMax, Stable Audio, Beatoven and open-weights models behind one queue API Top weakness Billing units differ per model (per track, per second, per minute rounded up) |
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| 124 | Calendly API + MCPCalendly · HTTP API | Scheduling | B | 68.4 | 4.0 (2) | n/a | n/a | $10 / seat-mo | OAuth or key | Hosted | ||
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Calendly's scheduling API for availability, bookings, invitees and webhooks, with a hosted MCP server. Top strength Per-resource OAuth scopes for new apps and personal access tokens, plus read and write scopes on the MCP Top weakness Booking through the API needs a paid seat, and Free users get a 403 |
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| 125 | Deepgram Voice Agent APIDeepgram · HTTP API | Voice agents | B | 68.4 | 3.0 (2) | n/a | n/a | Pay per use | API key | Hosted + local | ||
|
One WebSocket that runs Deepgram STT (Flux or Nova-3), a managed or bring-your-own LLM and Deepgram or third-party TTS, with turn-taking, barge-in and function calling. Top strength $0.075 a minute all in on Standard, $0.050 with your own LLM and TTS, $200 of credit with no card Top weakness No phone numbers or SIP, so you bridge Twilio or another carrier yourself |
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| 126 | CoinMarketCap x402 APICoinMarketCap · HTTP API | Databases | B | 68.3 | 3.0 (2) | n/a | n/a | $0.01 / call x402 | None | Hosted | ||
|
CoinMarketCap market-data endpoints for cryptocurrency and DEX quotes, with per-call USDC payments through x402. Top strength x402 on four endpoints at $0.01 a call, with payment taken only when data is returned Top weakness Only four endpoints are sold by x402, and none of them covers history |
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| 127 | ScrapeGraphAIScrapeGraphAI · HTTP API | Scrapers | B | 68.3 | 3.0 (2) | n/a | n/a | $20 / mo | OAuth or key | Hosted | ||
|
LLM-oriented scraping API with page-to-markdown scrape, prompt-based JSON extraction, search, async crawl and change monitors. Top strength An agent can mint an account and key over x402 or MPP with no signup Top weakness Rate limits and plan prices differ between docs pages |
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| 128 | Dropbox API + MCPDropbox · HTTP API | Storage | B | 68.2 | 3.0 (2) | n/a | n/a | Your plan | OAuth | Hosted | ||
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HTTP API v2 for a user's or team's Dropbox, files, folders, upload sessions to about 2 TiB, shared links with passwords and expiry, file requests and change cursors. Top strength Typed Stone spec of 281 routes with per-route OAuth scopes and error unions, updated 1 October 2026 Top weakness MCP server is beta, extracts at most 5 MB per file and can be blocked by team admins |
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| 129 | Google Cloud TranslationGoogle Cloud · HTTP API | Translation | B | 68.2 | 3.5 (2) | n/a | n/a | $80 / 1k pages | OAuth or key | Hosted | ||
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Google's API for translating text and documents. Top strength 500,000 free characters a month from a $10 credit, and only successful translations bill Top weakness Basic (v2) documents the API key as a URL query parameter |
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| 130 | Weaviate API + MCPWeaviate · HTTP API | Retrieval | B | 68.2 | 3.5 (2) | n/a | n/a | $45 / mo | API key | Local | ||
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Open-source vector database written in Go, run yourself or on Weaviate Cloud. Top strength Built-in MCP server with 4 typed tools, readOnly, destructive and idempotent hints on each, and write tools hidden until enabled Top weakness No public status page or incident history |
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| 131 | Brave Search API + MCPBrave · HTTP API | Search | B | 68.1 | 3.5 (2) | n/a | n/a | $5 / 1k req | OAuth or key | Hosted + local | ||
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REST API over Brave's independent index with web, news, image, video and local search, an LLM Context endpoint with pre-extracted page content and an Answers endpoint with citations. Top strength x402 proxy sells web, LLM Context, news, video, image and local search at $0.005 a call, and a failed search isn't charged Top weakness The status page marks the Search API "not monitored" and shows no incident history |
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| 132 | LocalAIEttore Di Giacinto and the LocalAI team · HTTP API | Local AI | B | 68 | 3.0 (2) | n/a | n/a | Free · OSS | OAuth or key | Local | ||
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Open-source engine in Go, MIT licensed, that runs models on the owner's hardware behind OpenAI-, Anthropic-, Ollama- and ElevenLabs-compatible APIs on port 8080. Top strength MIT and Go, with Docker images for CUDA 12 and 13, ROCm, Intel oneAPI, Vulkan, Jetson and CPU, Linux binaries and a macOS app Top weakness No authentication by default. Loopback, LAN and VPN binds answer every caller, and keys set by environment variable grant full admin |
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| 133 | OpenCodeAnomaly · Agent harness | Harnesses | B | 68 | 2.0 (2) | n/a | n/a | $10 / mo | None | Local | ||
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Open-source terminal coding agent from Anomaly Innovations, with a TUI, a desktop app in beta, IDE and ACP integration, and a headless HTTP server with an OpenAPI spec and a TypeScript SDK. Top strength Runs with no key or account on free OpenCode Zen models Top weakness Most permissions default to allow, and SECURITY.md says the permission system is not a sandbox |
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| 134 | NangoNango · HTTP API | Agent auth | B | 67.9 | 3.5 (2) | n/a | n/a | $50 / mo | OAuth or key | Hosted | ||
|
Source-available integration platform that handles OAuth, API keys and token refresh for 1,000+ APIs on behalf of your users. Top strength 1,000+ APIs with OAuth, API key and client-credentials auth handled Top weakness Audit trail only on Enterprise, and logs kept 15 days on every plan |
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| 135 | Azure MCP ServerMicrosoft · MCP server | Infra | B | 67.8 | 2.5 (2) | n/a | n/a | Free · OSS | OAuth or key | Local | ||
|
Microsoft's official local MCP server for Azure (`@azure/mcp`, also on NuGet as Azure.Mcp). Top strength Entra ID through DefaultAzureCredential, so access follows RBAC and no secret sits in the MCP config Top weakness npm |
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| 136 | Cloudflare Sandbox SDKCloudflare · SDK + MCP | Sandboxes | B | 67.8 | 3.0 (2) | n/a | n/a | $0.072 / vCPU-hr | None | Local | ||
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TypeScript library for running sandboxed Linux containers from a Cloudflare Worker. Top strength Each sandbox runs in its own VM with a separate filesystem, process space and network stack Top weakness No hosted API. You deploy and secure a Worker before an agent can call anything, and the starter has no auth |
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| 137 | Playwright MCPMicrosoft · MCP server | Browser | B | 67.6 | 3.0 (2) | n/a | n/a | Free · OSS | None | Local | ||
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Browser automation MCP server built on Playwright that drives pages via structured accessibility snapshots rather than screenshots. Top strength Accessibility snapshots with Top weakness
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| 138 | Zernio (formerly Late) API + MCPZernio · HTTP API | Social | B | 67.5 | 4.0 (2) | n/a | n/a | $6 / mo | OAuth or key | Hosted + local | ||
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Social media and messaging API (formerly Late at getlate.dev, renamed Zernio in 2026) for 16 channels plus ads, inbox, SMS and WhatsApp. Top strength Idempotency-Key on post creation and other writes, kept 24 hours, with an Idempotent-Replayed header on replays Top weakness Several breaking changes shipped between 29 September and 1 October 2026 with no notice period |
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| 139 | Crossmint API + Docs MCPCrossmint · HTTP API | Platforms | B | 67.4 | 3.5 (2) | n/a | n/a | $0.02 / mo | API key | Hosted | ||
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Wallet, checkout and stablecoin infrastructure with an agent product line. Top strength Agent Wallets are non-custodial, with spend caps, allowed counterparties and time windows enforced onchain Top weakness No published price for onramp, offramp, checkout, Agent Cards or Agent Checkouts |
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| 140 | KevJared Palmer · Model API | Decisions | B | 67.4 | 3.5 (2) | n/a | n/a | Free · OSS | None | Local | ||
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Kev is a family of four open-weight decision models by Jared Palmer, released together as Kev 1.0 on 1 October 2026 under Apache-2.0. Top strength Apache-2.0 code, adapters and heads on Apache-2.0 Qwen bases, with release tarballs and SHA-256 checksums for the 0.8B, 4B and 9B models Top weakness No package. |
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| 141 | Nansen x402 APINansen · HTTP API | Databases | B | 67.4 | 3.5 (2) | n/a | n/a | $0.01 / call x402 | None | Hosted | ||
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Nansen's on-chain analytics API for wallets, tokens and transaction flows, with per-call stablecoin payments through x402. Top strength x402 on every Pro endpoint except labels, $0.01 or $0.05 a call, on Base, Solana or Monad Top weakness No status page, incident history or SLA that we could find |
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| 142 | Xero API + MCPXero · HTTP API | Accounting | B | 67.4 | 3.5 (2) | n/a | n/a | Freemium | OAuth | Hosted + local | ||
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Accounting API for Xero organisations, with contacts, invoices, bills, payments, bank transactions, manual journals, the balance sheet, profit and loss and trial balance, plus payroll in some regions. Top strength Granular OAuth scopes, such as accounting.reports.profitandloss.read, required for apps created from 29 April 2026 Top weakness Developer docs, including the per-minute rate limits, only render with JavaScript |
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| 143 | SignalWire Voice APISignalWire · HTTP API | Calling | B | 67.3 | 3.5 (2) | n/a | n/a | $0.50 / mo | API key | Local | ||
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Programmable calling API from the team behind FreeSWITCH. Top strength SWML documents, REST commands and a Relay WebSocket client for call control Top weakness Status page renders only with JavaScript, so its history isn't readable by agents |
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| 144 | Speechmatics Speech-to-TextSpeechmatics · Model API | STT | B | 67.3 | 3.5 (2) | n/a | n/a | Pay per use | API key | Hosted | ||
|
Speechmatics' APIs for batch and real-time transcription, including speaker-attributed turns for voice agents. Top strength Training is opt-in only, and realtime audio isn't stored Top weakness Enhanced costs $0.40 to $0.43 an hour, above most rivals |
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| 145 | Vonage Messages API + MCPVonage (Ericsson) · HTTP API | Messaging | B | 67.1 | 3.0 (2) | n/a | n/a | Pay per use | OAuth or key | Hosted + local | ||
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One endpoint (POST /v1/messages) for SMS, MMS, WhatsApp, RCS, Viber and Messenger, with failover between channels. Top strength POST /v1/messages covers six channels, with SMS failover for WhatsApp and RCS Top weakness No idempotency key, and channel rejections arrive only by status webhook after a 202 |
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| 146 | Arcade.devArcade.dev · HTTP API | Agent auth | B | 67 | 2.5 (2) | n/a | n/a | $25 / mo | OAuth or key | Hosted + local | ||
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MCP runtime built around per-user authorisation. Top strength Consent flow, token storage and refresh, and tool execution in one service, so the model never holds a provider token Top weakness The terms of 15 July 2025 call the service an early version provided as is, with no uptime commitment below Enterprise |
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| 147 | AssemblyAI Speech-to-Text (Universal)AssemblyAI · Model API | STT | B | 67 | 3.5 (2) | n/a | n/a | Pay per use | API key | Hosted | ||
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Speech-to-text APIs for recorded audio and live streams, with speaker identification, translation and redaction options. Top strength OpenAPI 3.1 file with typed inputs and error responses on every operation Top weakness Two outages of an hour or more in the last 90 days, on 31 July and 16 September 2026 |
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| 148 | CrewAICrewAI · Agent framework | Frameworks | B | 67 | 3.0 (2) | n/a | n/a | Free · OSS | None | Library | ||
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Python framework for teams of role-playing agents in Crews, plus event-driven Flows for stateful workflows. Top strength An MCP server in five lines through the mcps field, with static and dynamic tool filters Top weakness Anonymous telemetry on by default, with no stated destination or retention |
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| 149 | ElevenLabs Music APIElevenLabs · Model API | Music | B | 67 | 4.0 (2) | n/a | n/a | $6 / mo | OAuth or key | Hosted | ||
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Eleven Music text-to-music API (`music_v1`, `music_v2`, `music_v2_5`). Top strength Vocals and lyrics in several languages, or forced instrumental, with length set from 3 to 600 seconds Top weakness Music API is disabled on the Free plan and pay-as-you-go needs a card |
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| 150 | Google Weather API (Maps Platform)Google · HTTP API | Weather | B | 67 | 3.0 (2) | n/a | n/a | $0.15 / 1k req | API key | Hosted | ||
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Google Maps Platform's API for weather data. Top strength Covered by the Maps Platform SLA, 99.9 per cent with service credits Top weakness History is 24 hours only, and bulk data isn't available |
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| 151 | Close API + MCPClose · HTTP API | CRM | B | 66.9 | 3.5 (2) | n/a | n/a | $9 / seat-mo | OAuth or key | Hosted | ||
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REST API and hosted MCP server for Close, a sales CRM built around calling, email and SMS. Top strength Three MCP scopes chosen per connection, read (71 tools), safe write (87) and destructive (121) Top weakness 121 MCP tools, and even the read scope loads 71 |
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| 152 | Duffel Flights and Stays APIDuffel · HTTP API | Travel | B | 66.9 | 4.0 (2) | n/a | n/a | $3 / tx | API key | Hosted | ||
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Self-serve flight and hotel booking API. Top strength Self-serve sign-up and test mode with no card or contract Top weakness No OpenAPI document, llms.txt or official MCP server |
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| 153 | OpenMetadataCollate, Inc. · Model platform | Knowledge | B | 66.9 | 3.0 (2) | n/a | n/a | Freemium | OAuth or key | Local | ||
|
Open-source data catalogue for discovery, lineage, data quality and governance, with connectors to external data systems. Top strength MCP built into every instance at /mcp and on by default since 2.0, with nothing extra to install Top weakness The 16 default tools take about 50,000 characters of definitions, 12,285 of them for search_metadata alone |
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| 154 | KnockKnock · HTTP API | Notifications | B | 66.8 | 3.5 (2) | n/a | n/a | $250 / mo | OAuth or key | Hosted | ||
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Notification workflow API. Top strength Hosted MCP server with OAuth, six capability toggles and no delete tools Top weakness Three incidents hit workflow processing or delivery between 10 July and 31 August 2026 |
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| 155 | Wikimedia REST APIWikimedia Foundation · HTTP API | Data | B | 66.8 | 4.0 (2) | n/a | n/a | Free | None | Hosted | ||
|
Keyless REST API for Wikipedia and the other Wikimedia projects, with page content, search and full revision history. Top strength Keyless reads in about 300 language editions with revision history since 2001 Top weakness api.wikimedia.org is being retired in stages through 2026 |
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| 156 | BasetenBaseten · HTTP API | GPU compute | B | 66.7 | 3.5 (2) | n/a | n/a | Pay per use | API key | Hosted | ||
|
Dedicated model deployments packaged with the open-source Truss framework and served behind a per-model HTTPS endpoint, with autoscaling from zero replicas, async inference, a management API and per-minute GPU billing from T4 to B200. Top strength Team API keys scoped to inference-only, metrics-only or a single environment or model, plus a Viewer role since 1 September 2026 Top weakness H100 at $6.50 and A100 at $4.00 an hour, and start-up and idle replica time are billed |
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| 157 | Postmark API + MCPPostmark (ActiveCampaign) · HTTP API | B | 66.7 | 3.0 (2) | n/a | n/a | $15 / mo | API key | Hosted + local | |||
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Transactional email API with separate broadcast streams, templates, inbound parsing and bounce handling. Top strength 24 MCP tools, all with readOnlyHint, destructiveHint and idempotentHint, and descriptions that point to alternatives Top weakness No OpenAPI spec and no published request-rate limit |
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| 158 | ClefCloudflare · Model API | Decisions | B | 66.3 | 3.0 (2) | n/a | n/a | Freemium | API key | Hosted | ||
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Clef and Clef-flash are Cloudflare's open-weight decision models, released on 1 October 2026 under Apache-2.0 and hosted on Workers AI. Top strength Apache-2.0 weights for both models on Hugging Face, ungated, with no account needed to download Top weakness Released on 1 October 2026, with no service record and no entry in the Workers AI changelog we read |
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| 159 | InngestInngest · Model platform | Human approval | B | 66.3 | 2.5 (2) | n/a | n/a | $99 / mo | OAuth or key | Hosted | ||
|
Durable execution platform for TypeScript, Python and Go, with event-driven workflows and support for human approval. Top strength Waits are durable and cost nothing while suspended, with runs up to 30 days on Free and 366 on Business Top weakness No reviewer inbox, Slack app or email, so the human side is your code |
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| 160 | Mailgun API + MCPMailgun (Sinch) · HTTP API | B | 66.3 | 3.0 (2) | n/a | n/a | $15 / mo | API key | Hosted + local | |||
|
Email sending API with inbound routes, a Forwards API, templates, mailing lists, suppressions and address validation, in US and EU regions. Top strength Key roles (Admin, read-only Analyst, Developer, Support), Domain Sending Keys and IP allowlisting Top weakness 74 MCP tools load by default, each a one-line summary, with no readOnlyHint or destructiveHint |
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| 161 | Pirate WeatherPirate Weather · HTTP API | Weather | B | 66.2 | 4.0 (2) | n/a | n/a | $2 / mo | API key | Hosted | ||
|
Open-source weather API with Dark Sky-compatible responses, forecasts, alerts and historical data from public weather models. Top strength Named model sources and a documented priority order for every field Top weakness No SLA, and the terms call it best effort |
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| 162 | Exa API + MCPExa · MCP server | Search | B | 66.1 | 4.5 (2) | n/a | n/a | $0.007 / call x402 | OAuth or key | Hosted + local | ||
|
Exa's REST API over its own web index, with the official MCP server in front of it. Top strength x402 on /search and /contents in USDC on Base or Solana, so an agent can pay per call with no account Top weakness The hosted MCP leaked API keys to a third-party analytics endpoint from November 2025 to 15 April 2026, per Exa's own commits |
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| 163 | Figma API + MCPFigma · HTTP API | Design | B | 66.1 | 3.5 (2) | n/a | n/a | $16 / seat-mo | OAuth or key | Hosted | ||
|
Figma's REST API and official MCP server connect applications and agents to its design platform. Top strength OpenAPI spec, TypeScript types and an llms.txt index for the REST API Top weakness View and Collab seats get 6 MCP calls a month on paid plans |
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| 164 | Respan API + MCPRespan (formerly Keywords AI) · HTTP API | Evals | B | 65.9 | 2.5 (2) | n/a | n/a | $199 / mo | OAuth or key | Hosted | ||
|
Hosted tracing, evals, prompt management and an LLM gateway to 250+ models, from the company formerly called Keywords AI. Top strength API keys with Read, Write, Gateway and Admin scopes, expiry and spend caps, bound to one project Top weakness 67 MCP tools load by default, with delete tools and no |
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| 165 | Twenty API + MCPTwenty · HTTP API | CRM | B | 65.9 | 3.5 (2) | n/a | n/a | $9 / seat-mo | OAuth or key | Hosted | ||
|
Open-source CRM, hosted at twenty.com or self-hosted with Docker. Top strength Six MCP meta-tools by default with schemas loaded on demand, and Top weakness No status page found |
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| 166 | Pipedream API + MCPPipedream (Workday) · HTTP API | Workflows | B | 65.8 | 2.5 (2) | n/a | n/a | $150 / mo | OAuth or key | Hosted | ||
|
Code-first workflows in Node.js, Python, Go and Bash, plus Connect, an API and SDK that runs 10,000+ prebuilt actions across 3,000+ apps on behalf of your own users with managed OAuth. Top strength Managed OAuth per end user across 3,000+ apps, through API, SDK or MCP Top weakness Public changelog's last entry is 1 October 2025 |
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| 167 | Plain API + MCPPlain · HTTP API | Support | B | 65.8 | 4.5 (2) | n/a | n/a | $35 / mo | OAuth or key | Hosted | ||
|
API-first B2B support platform. Top strength Machine-user API keys with fine-grained permissions and several keys per user for rotation Top weakness Rate limits aren't published, only the 429 and Retry-After behaviour via the SDK |
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| 168 | WeatherAPI.comWeatherAPI.com (Zoomash Ltd) · HTTP API | Weather | B | 65.8 | 3.5 (2) | n/a | n/a | $7 / mo | API key | Hosted | ||
|
Weather API for current conditions, forecasts, history, marine data, alerts and air quality, queried by location. Top strength 3 million calls for $7 a month, and 100,000 a month free with no card Top weakness Key only in the query string, and no security.txt |
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| 169 | Microsoft Graph Calendar APIMicrosoft · HTTP API | Scheduling | B | 65.6 | 3.0 (2) | n/a | n/a | Your plan | OAuth | Hosted | ||
|
Calendar endpoints of Microsoft Graph for Outlook, Microsoft 365 and Exchange Online. Top strength findMeetingTimes suggests slots across attendees and rooms, and getSchedule returns free/busy for many people Top weakness 4 concurrent requests per app per mailbox |
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| 170 | Stadia MapsStadia Maps · HTTP API | Maps | B | 65.5 | 3.5 (2) | n/a | n/a | $20 / mo | API key | Hosted + local | ||
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Geocoding, reverse geocoding, autocomplete and place details, routing, matrix, isochrones, static maps and hosted vector, raster and satellite tiles, sold in credits on plans from $20 a month. Top strength Public OpenAPI spec (11.1.0) with generated TypeScript and Python SDKs Top weakness Free plan is for development, testing and demos only |
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| 171 | fal image modelsfal (Features & Labels, Inc.) · Model platform | Image | B | 65.5 | 4.0 (2) | n/a | n/a | Pay per use | OAuth or key | Hosted | ||
|
Model platform hosting hundreds of third-party image models behind one key and one queue API. Top strength Hundreds of image models, including FLUX, Nano Banana, GPT Image, Seedream, Recraft and Ideogram, on one key Top weakness Billing units vary by model, per image, per megapixel or per token |
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| 172 | Alibaba Wan (Model Studio)Alibaba Cloud · Model API | Video | B | 65.4 | 3.5 (2) | n/a | n/a | Freemium | API key | Hosted | ||
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Alibaba's Wan video models on Alibaba Cloud Model Studio (DashScope). Top strength Wan 3.0 clips run 2 to 30 seconds at up to 1080p with audio on by default Top weakness Result URLs and task ids expire after 24 hours |
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| 173 | LanceDBLanceDB · SDK + MCP | Retrieval | B | 65.4 | 3.0 (2) | n/a | n/a | Freemium | None | Local | ||
|
Open-source embedded database on the Lance columnar format. Top strength Embedded, no server, and tables can live directly in S3, GCS or Azure storage Top weakness No self-serve hosted API. Enterprise is sold through a contact form |
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| 174 | Miro API + MCPMiro · HTTP API | Design | B | 65.3 | 4.0 (2) | n/a | n/a | $8 / seat-mo | OAuth | Hosted | ||
|
Miro's REST API v2 reads and writes boards and board items (sticky notes, shapes, connectors, frames, cards, text, images, documents), tags and members, so an agent can lay out diagrams as well as notes. Top strength REST creates shapes, connectors and frames, so flowcharts and architecture sketches can be drawn directly Top weakness Legacy MCP board tools were removed nine days after the deprecation notice |
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| 175 | OnyxDanswerAI, Inc. (Onyx, formerly Danswer) · Model platform | Knowledge | B | 65.3 | 3.0 (2) | n/a | n/a | $20 / seat-mo | OAuth or key | Hosted | ||
|
Open-source enterprise search and chat platform, formerly Danswer. Top strength MIT Community Edition, MCP server included, run by Docker Compose, Helm or Terraform, with a two-week Cloud trial that needs no card Top weakness GHSA-q62f-rv3h-f822 (critical, CVSS 9.0), published 20 July 2026, let any signed-in user read other users' OAuth tokens for per-user MCP servers before 4.0.0 |
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| 176 | Runloop DevboxesRunloop · HTTP API | Sandboxes | B | 65 | 3.0 (2) | n/a | n/a | $0.108 / vCPU-hr | API key | Hosted | ||
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Devboxes, VM sandboxes for coding agents, with blueprints for prebuilt images, disk snapshots, suspend and resume, idle policies and a gateway that adds secret-backed headers to outbound API and MCP calls. Top strength Agent gateways keep real credentials on Runloop's servers, with gateway tokens bound to one devbox Top weakness About twice the per-vCPU price of E2B or Daytona |
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| 177 | NovuNovu · HTTP API | Notifications | B | 64.6 | 3.4 (8) | n/a | n/a | $30 / mo | OAuth or key | Hosted | ||
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Open-source infrastructure for application notifications. Top strength MIT-licensed core, self-hostable, with server and package releases every few weeks (latest 28 September 2026) Top weakness The REST secret key has full administrative access to its environment, with no scopes or read-only key |
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| 178 | Canva REST APIs + MCPCanva · HTTP API | Assets | B | 64.6 | 3.0 (2) | n/a | n/a | Your plan | OAuth | Hosted | ||
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Canva's REST APIs and hosted MCP server connect applications and agents to its design platform. Top strength OpenAPI 3.0 with 59 described operations, per-user rate limits and a 78-value error code enum Top weakness No server-to-server key, so unattended batch rendering has to run under one user's OAuth grant |
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| 179 | ValyuValyu · HTTP API | Search | B | 64.6 | 4.5 (2) | n/a | n/a | $1.50 / 1k pages | OAuth or key | Hosted | ||
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Search API that covers the web plus specialised sources (arXiv, PubMed, SEC filings, market data, patents, clinical trials, genomics). Top strength Web plus academic, financial, patent and life-science sources behind one search call Top weakness No published rate limits and no Retry-After or backoff guidance |
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| 180 | BigCommerce API + MCPBigCommerce (Commerce.com) · HTTP API | Commerce | B | 64.5 | 3.0 (2) | n/a | n/a | $39 / mo | OAuth or key | Hosted | ||
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Hosted commerce platform with REST management APIs for catalogue, carts, checkouts, orders and customers, a GraphQL Storefront API, and a beta storefront MCP server that lets an agent search products, build a cart and get a checkout link. Top strength Published rate limits per plan, with X-Rate-Limit-Time-Reset-Ms on every 429 Top weakness Storefront MCP is beta, switched on per store, has no back-office tools and documents no tool annotations |
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| 181 | MarmotMarmot Data · Model platform | Knowledge | B | 64.5 | 3.5 (2) | n/a | n/a | $49 / mo | OAuth or key | Local | ||
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Open-source data catalogue from Marmot Data Ltd in London, MIT licensed and shipped as one Go binary on Postgres. Top strength MIT licence, one Go binary on Postgres, with Docker images, a Helm chart and Linux and macOS builds for amd64 and arm64 Top weakness Pre-1.0 (0.11), and the release notes are generated lists of additions and fixes with no breaking-change section |
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| 182 | Cronofy APICronofy · HTTP API | Scheduling | B | 64.4 | 4.0 (2) | n/a | n/a | $819 / mo | OAuth or key | Hosted | ||
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Calendar sync and scheduling API from a UK company. Top strength OAuth scopes as narrow as Top weakness Production pricing starts at $819 a month billed yearly |
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| 183 | DaytonaDaytona · HTTP API | Sandboxes | B | 64.4 | 3.0 (2) | n/a | n/a | $0.0504 / vCPU-hr | API key | Hosted + local | ||
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Sandboxes for agent code in container, Linux VM, Windows and GPU classes, driven by SDKs for Python, TypeScript, Ruby, Go and Java or a REST API. Top strength API keys with per-action scopes, so an agent can create sandboxes without being able to delete them Top weakness The container class shares the host kernel. Only the VM classes get their own |
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| 184 | HashiCorp Vault + Vault MCP ServerHashiCorp (IBM) · HTTP API | Secrets | B | 64.4 | 3.0 (2) | n/a | n/a | Freemium | OAuth or key | Local | ||
|
Secrets management platform for storing credentials and controlling application access. Top strength Dynamic secrets with leases, so a database or cloud credential can live for one agent run and be revoked after Top weakness The MCP server's newest build is 0.2.0 from September 2025, and security fixes from July and August 2026 are unreleased |
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| 185 | Bandwidth Messaging API + MCPBandwidth · HTTP API | Messaging | B | 64.3 | 3.5 (2) | n/a | n/a | Paid | OAuth | Hosted + local | ||
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US carrier's messaging API for SMS, MMS and RCS over 10DLC, toll-free and short codes, with published US rates. Top strength 10DLC SMS $0.004, toll-free $0.007 and short code $0.008 a message, published Top weakness Messaging accounts are onboarded by sales, and the free Build trial covers voice only |
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| 186 | Black Forest Labs FLUX APIBlack Forest Labs · Model API | Image | B | 64.2 | 3.5 (2) | n/a | n/a | $0.01 / credit | OAuth or key | Hosted | ||
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Black Forest Labs' hosted API for the FLUX image models. Top strength Per-image and per-megapixel prices published per model, from $0.014 Top weakness Two cluster outages over four hours (19 and 20 August 2026) and slowdowns of 6.5 and 20 hours since |
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| 187 | Cartesia Sonic TTS API + MCPCartesia · Model API | TTS | B | 64.2 | 3.0 (2) | n/a | n/a | $5 / mo | OAuth or key | Hosted + local | ||
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Sonic text-to-speech, currently `sonic-3.6` in 44 languages, over `/tts/bytes`, `/tts/sse` and a WebSocket that takes streamed LLM text with contexts and word timestamps. Top strength WebSocket input accepts streamed LLM text with contexts, flushing and word timestamps Top weakness Five TTS incidents on the status page between 29 July and 21 August 2026 |
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| 188 | HonchoPlastic Labs · HTTP API | Memory | B | 64.2 | 3.0 (2) | n/a | n/a | $0.001 / call x402 | OAuth or key | Hosted | ||
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Memory API that models each participant (a peer) in a conversation. Top strength Pay per call over x402 or MPP at agentcash.honcho.dev, with free read endpoints Top weakness No published rate limits, 429 guidance or SLA |
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| 189 | LetsFGLetsFG · HTTP API | Travel | B | 64.2 | 3.5 (2) | n/a | n/a | $0.01 / call | OAuth or key | Hosted + local | ||
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Agent-first flight and hotel search and booking (formerly BoostedTravel). Top strength Hosted MCP with OAuth 2.1, PKCE, five scopes and rotating refresh tokens, plus REST, Python and npm clients Top weakness Tickets are bought by a LetsFG booking agent after the hold, 4 to 11 minutes per the docs, and bookings can pause with questions |
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| 190 | Vertex AI Gemini tuningGoogle Cloud · HTTP API | Fine-tuning | B | 64.2 | 2.5 (2) | n/a | n/a | Pay per use | OAuth | Hosted | ||
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Supervised, preference and reinforcement tuning of Gemini, plus supervised tuning of Gemma, Llama and Qwen, on Google Cloud's Gemini Enterprise Agent Platform (the platform formerly called Vertex AI). Top strength Supervised, preference and reinforcement tuning of Gemini, plus supervised tuning of Gemma, Llama and Qwen Top weakness No weight export. The tuned model exists only as a Google Cloud endpoint |
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| 191 | Bland AI API + MCPBland AI · HTTP API | Voice agents | B | 64.1 | 3.0 (2) | n/a | n/a | $299 / mo | API key | Hosted + local | ||
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Phone-first voice-agent platform that runs its own speech recognition, language model, TTS and telephony, billed as one per-minute rate. Top strength One per-minute rate covering STT, LLM, TTS and telephony, $0.14 on Start and $0.12 on Build Top weakness No OpenAPI document |
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| 192 | Commerce Layer API + MCPCommerce Layer · HTTP API | Commerce | B | 63.9 | 3.5 (2) | n/a | n/a | Freemium | OAuth | Hosted | ||
|
Commerce backend API for building custom storefronts and checkout experiences. Top strength Public OpenAPI 3.0 file and llms.txt Top weakness No price between the free plan and a sales-quoted Enterprise contract |
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| 193 | Soniox Text-to-SpeechSoniox · Model API | TTS | B | 63.9 | 3.0 (2) | n/a | n/a | Pay per use | API key | Hosted | ||
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Streaming and REST text-to-speech (`tts-rt-v2`) in 60+ languages, where every voice speaks every language. Top strength Nothing is stored unless you ask and nothing trains on your content, per the security page Top weakness Audio stops at 2 minutes per request or stream and the cap can't be raised |
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| 194 | Front API + MCPFront · HTTP API | Support | B | 63.8 | 4.0 (2) | n/a | n/a | $25 / seat-mo | OAuth or key | Hosted | ||
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Front's Core API for its shared inbox (conversations, messages, drafts, comments, tags, contacts, accounts, inboxes, teammates and webhooks) and its official hosted MCP server at https://mcp.frontapp.com/mcp. Top strength MCP sending needs its own Top weakness MCP needs your own OAuth app with a client secret, no Dynamic Client Registration |
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| 195 | ModalModal · Model platform | GPU compute | B | 63.8 | 4.0 (2) | n/a | n/a | $250 / mo | API key | Local | ||
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Serverless functions, web endpoints, servers and GPU jobs from a Python decorator, with JavaScript and Go SDKs. Top strength Scale to zero by default, per-second billing and about one-second container boots Top weakness No REST API or OpenAPI spec for deploying or invoking Functions |
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| 196 | Bandwidth Voice API + MCPBandwidth · HTTP API | Calling | B | 63.7 | 3.0 (2) | n/a | n/a | Pay per use | OAuth | Hosted + local | ||
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Programmable voice on Bandwidth's own US carrier network, with BXML call control, bidirectional WebSocket media streams, recording, transcription and transfers. Top strength 5 calls a second and 100 active sessions by default, with excess calls queued Top weakness Number rental and SIP trunking prices aren't published |
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| 197 | Replicate DeploymentsReplicate · HTTP API | GPU compute | B | 63.7 | 3.0 (2) | n/a | n/a | Pay per use | API key | Hosted + local | ||
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Replicate's service for deploying and running custom models. Top strength OpenAPI file, llms.txt and an MCP server with a two-tool code mode Top weakness Private instances bill set-up and idle time, H100 at $5.49 an hour |
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| 198 | Vapi API + MCPVapi · HTTP API | Voice agents | B | 63.7 | 2.5 (2) | n/a | n/a | $29 / mo | API key | Hosted + local | ||
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Developer platform for phone and web voice agents. Top strength Any mix of transcriber, model and voice provider, or your own keys and endpoints Top weakness Real per-minute cost depends on provider choices |
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| 199 | Apollo API + MCPApollo.io · HTTP API | Leads | B | 63.6 | 2.5 (2) | n/a | n/a | $49 / seat-mo | OAuth or key | Hosted | ||
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People and company search over Apollo's database of about 240 million contacts and 30 million companies, person and company enrichment with email and mobile reveal, and the Apollo CRM and sequence objects. Top strength People search costs 0 credits, up to 100 records a page and 50,000 a query Top weakness Headless MCP use needs a master key that reaches every endpoint |
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| 200 | Medusa API + MCPMedusa · HTTP API | Commerce | B | 63.6 | 2.5 (2) | n/a | n/a | $29 / mo | OAuth or key | Local | ||
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Open-source headless commerce backend in TypeScript, self-hosted or run on Medusa Cloud. Top strength MIT core you can self-host, with Medusa Cloud running the same APIs and no GMV fee Top weakness The official MCP server is docs-only and limited to Cloud accounts |
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| 201 | Supermemory API + MCPSupermemory · HTTP API | Memory | B | 63.6 | 3.5 (2) | n/a | n/a | $19 / mo | OAuth or key | Hosted | ||
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Memory and context API that ingests text, URLs, PDFs, images and video, extracts memories into a graph per container tag (usually one per user) and returns them through search or a user profile endpoint. Top strength 8-tool hosted MCP with OAuth and per-space read or write permission Top weakness No legal entity named in the terms or privacy policy |
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| 202 | Twilio SendGridTwilio · HTTP API | B | 63.6 | 2.5 (2) | n/a | n/a | $19.95 / mo | API key | Hosted | |||
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Email API v3 for transactional mail, with Inbound Parse, dynamic templates, suppressions and Marketing Campaigns. Top strength Restricted API keys with per-endpoint scopes, subuser keys and IP access management Top weakness No official MCP server that can send, only Twilio's docs search |
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| 203 | Open-MeteoOpen-Meteo · HTTP API | Data | B | 63.5 | 4.0 (2) | n/a | n/a | Freemium | None | Hosted | ||
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Open-source weather API over 30+ national and global weather models, with forecasts, historical reanalysis back to 1940 and no key for non-commercial use. Top strength No key or account for non-commercial use, at 600 calls a minute and 10,000 a day Top weakness Commercial prices appear only at Stripe checkout |
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| 204 | Attio API + MCPAttio · HTTP API | CRM | B | 63.4 | 3.0 (2) | n/a | n/a | $35 / seat-mo | OAuth or key | Hosted | ||
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REST API and hosted MCP server for Attio, a CRM built on custom objects and lists. Top strength API, webhooks and the hosted MCP server are on the Free plan (3 seats, 50,000 records), no card Top weakness 42 MCP tools with no read-only mode or toolsets, including delete and merge tools |
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| 205 | AWS MCP ServersAmazon Web Services (AWS Labs) · MCP server | Infra | B | 63.3 | 2.5 (2) | n/a | n/a | Free · OSS | OAuth or key | Hosted + local | ||
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AWS MCP servers for documentation, infrastructure, operations and development. Includes local servers and a hosted knowledge server. Top strength Knowledge server is hosted, free, GA and needs no account or key Top weakness No published rate-limit numbers, retry guidance or status component for the Knowledge server |
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| 206 | Sinch Messaging APIs + MCPSinch · HTTP API | Messaging | B | 63.3 | 3.0 (2) | n/a | n/a | Pay per use | OAuth or key | Hosted + local | ||
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The SMS REST API and the Conversation API, which sends SMS, RCS, WhatsApp, Viber and Messenger through one message format, plus the Verification API. Top strength The Conversation API covers SMS, RCS, WhatsApp, Viber and Messenger through one message format Top weakness The MCP server is a developer preview whose npm release dates from 2026-04-14 |
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| 207 | Reducto API + MCPReducto · HTTP API | Documents | B | 63.2 | 4.0 (2) | n/a | n/a | $10 / 1k pages | API key | Hosted + local | ||
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Hosted parse, extract, split, classify and edit endpoints for PDFs, scans, spreadsheets and Office files, built on its own r-1 parsing model. Top strength Nine MCP tools with when-to-use descriptions, jobid:// chaining and URL results for large outputs Top weakness Zero data retention and DELETE endpoints only on Growth and above, Standard retention not stated |
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| 208 | Coresignal API + MCPCoresignal · HTTP API | Leads | B | 63.1 | 3.5 (2) | n/a | n/a | $49 / mo | OAuth or key | Hosted | ||
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Company, employee and job posting data collected from the public web, queried with filters or Elasticsearch DSL and pulled by ID, with a real-time employee lookup, profile-change webhooks and a natural-language Agentic Search API. Top strength Search is free, and credits are only taken on collect or enrich calls that return 200 Top weakness Real-Time API requests timing out for about six days up to 1 October, per the status page |
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| 209 | Loops API + MCPLoops (Astrodon Corporation) · HTTP API | B | 63.1 | 3.5 (2) | n/a | n/a | $49 / mo | OAuth or key | Hosted | |||
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Email platform for SaaS companies with one API for contacts, events, campaigns, workflows and transactional email, priced by subscribed contacts rather than sends. Top strength No status incidents in the last 90 days Top weakness No scoped or read-only keys, and no read-only MCP mode |
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| 210 | OlostepOlostep Technologies, Inc. · HTTP API | Scrapers | B | 63.1 | 3.5 (2) | n/a | n/a | $9 / mo | API key | Hosted + local | ||
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Scrape, crawl, map, batch and search API that returns markdown, HTML, JSON or screenshots, with JS rendering and residential IPs on every request. Top strength OpenAPI 3.0.3 for every endpoint and a structured error body Top weakness The x402 challenge came back with no payment requirements in our probe |
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| 211 | Extend API + MCPExtend · HTTP API | Documents | B | 62.9 | 4.0 (2) | n/a | n/a | $25 / 1k pages | OAuth or key | Hosted | ||
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Hosted parse, extract, classify, split and PDF form-fill APIs with versioned processors, evaluation sets and workflows. Top strength Hosted MCP with OAuth scoped to workspaces and to test or production, and a tools filter with nine groups Top weakness Parse is billed on top of Extract, Split and Classify, so Performance Extract costs 5 credits a page |
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| 212 | Sinch Voice API + MCPSinch · HTTP API | Calling | B | 62.8 | 3.0 (2) | n/a | n/a | Pay per use | OAuth or key | Hosted + local | ||
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Programmable voice over PSTN, SIP and WebSocket streams, driven by SVAML call-control JSON. Top strength Voice API v2 with bidirectional PCM streams and a text relay that handles barge-in Top weakness Two API generations with different hosts, auth and markup, and v1 release notes stop in 2022 |
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| 213 | AtlanAtlan · Model platform | Knowledge | B | 62.7 | 3.5 (2) | n/a | n/a | Paid | OAuth or key | Hosted | ||
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Hosted data catalogue and metadata platform for finding and managing enterprise data. Top strength OAuth per user at mcp.atlan.com/mcp, so each call runs with the user's own Atlan personas and policies, and API tokens carrying more than one persona are refused Top weakness Contact-sales only, with no published price, free tier, trial or self-serve sign-up |
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| 214 | Sequential Thinking (MCP reference server)MCP project (reference servers) · MCP server | Reasoning | B | 62.7 | 3.0 (2) | n/a | n/a | Free · OSS | None | Local | ||
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Single-tool reference server (`sequentialthinking`) that structures step-by-step reasoning with numbered thoughts, revisions and branches; no external calls. Top strength No network access, no credentials and no side effects beyond an in-memory history Top weakness Every thought is a tool call, so turns and tokens add up without creating anything outside the model |
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| 215 | Lusha API + MCPLusha · HTTP API | Leads | B | 62.6 | 3.0 (2) | n/a | n/a | $49.90 / mo | OAuth or key | Hosted | ||
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Contact and company enrichment, filter-based prospecting, lookalikes, job-change and company signals, and webhooks over a versioned REST API with OpenAPI files. Top strength API key on every plan, including Free with 40 credits a month Top weakness At least 1 credit per request even when nothing matches |
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| 216 | SerpApiSerpApi · HTTP API | Search | B | 62.6 | 3.5 (2) | n/a | n/a | $25 / 1k req | API key | Hosted + local | ||
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Scrapes live results pages from Google, Bing, Baidu, DuckDuckGo, Yandex, Amazon, YouTube and about 20 other engines and returns them as parsed JSON or markdown. Top strength Over 100 engines behind one GET URL, with Top weakness 25 incidents on the status feed from July to 1 October 2026, including an outage across all APIs on 10 September |
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| 217 | TrueLayerTrueLayer · HTTP API | Bank data | B | 62.4 | 3.0 (2) | n/a | n/a | Paid | OAuth | Hosted | ||
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UK and EU open banking, regulated by the FCA and the Central Bank of Ireland. Top strength FCA and Central Bank of Ireland authorised, holding the AISP and PISP licences itself Top weakness No public pricing anywhere on the site or in the docs |
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| 218 | Upstash Vector API + MCPUpstash · HTTP API | Retrieval | B | 62.4 | 3.0 (2) | n/a | n/a | $0.004 / 1k req | OAuth or key | Hosted | ||
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Serverless vector database billed per request. Top strength $0.40 per 100,000 requests and a free plan with 10,000 queries and updates a day Top weakness The Vector changelog's last entry is August 2025 and the Python client last shipped in February 2025 |
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| 219 | draw.io + MCPdraw.io · MCP server | Diagrams | B | 62.4 | 4.0 (2) | n/a | n/a | Free · OSS | None | Hosted + local | ||
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The open-source diagram editor (also diagrams.net) with an official MCP server. Top strength Free, keyless and Apache 2.0, with a Docker image for self-hosting Top weakness Tool descriptions embed a 34.5 KB XML reference and a 14 KB Mermaid reference, roughly 13,000 tokens |
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| 220 | Buffer API + MCPBuffer · HTTP API | Social | B | 62.3 | 3.0 (2) | n/a | n/a | $5 / mo | OAuth or key | Hosted | ||
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Buffer's GraphQL API, reopened to everyone on 2026-05-27 and free on every plan, with a hosted MCP server (20 tools) and a CLI. Top strength API, MCP and CLI on the free plan, with 3 channels and 3,000 requests a month and no card Top weakness 22 status incidents between 6 July and 25 September 2026, several of them hours long |
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| 221 | JevTypeSafe AI · Model API | Decisions | B | 62.2 | 3.0 (2) | n/a | n/a | Pay per use | API key | Hosted | ||
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Jev is TypeSafe AI's first System One model, a closed decision model behind an HTTP API. Top strength Typed answers with probabilities for Top weakness Early access behind a waitlist, with no free tier or free credits found |
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| 222 | Claude CodeAnthropic · Agent harness | Harnesses | B | 62.2 | none | n/a | n/a | $20 / mo | OAuth or key | Local | ||
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Anthropic's coding agent as a terminal program, also in VS Code, JetBrains, the desktop app and Anthropic-hosted cloud sessions. Top strength Six permission modes, allow, ask and deny rules down to command arguments, PreToolUse hooks, and managed settings that can disable bypass and auto mode Top weakness The sandbox is off by default and native Windows has none |
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| 223 | Gemini Developer APIGoogle · Model API | Models | B | 62 | 3.5 (2) | n/a | n/a | from $0.25 / 1M in | API key | Hosted | ||
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Google's API for Gemini models, including content generation and agent interactions. Top strength Free tier on 3.8 Flash and Flash-Lite with no billing account Top weakness Free-tier prompts and responses improve Google products and may be read by human reviewers |
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| 224 | NorthflankNorthflank · Model platform | GPU compute | C | 61.8 | 3.5 (2) | n/a | n/a | $0.0167 / vCPU-hr | Token | Hosted | ||
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Platform for deploying services, jobs and databases from Git or container images, in managed or customer-owned infrastructure. Supports GPU workloads and sandboxes. Top strength OpenAPI 3.0 with over 100 paths, enums and Top weakness No scale to zero for services; minimum instances must be at least 1 |
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| 225 | Lara Translate APITranslated · HTTP API | Translation | C | 61.7 | 3.0 (2) | n/a | n/a | Freemium | OAuth or key | Hosted + local | ||
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Translated's translation model behind SDKs and an MCP server, with glossaries, translation memories, faithful, fluid or creative styles, free-text instructions, document translation and language detection. Top strength Glossaries, translation memories, styles and instructions on every translate call Top weakness Texts may be used for model improvement unless a request sets |
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| 226 | ntfyntfy · HTTP API | Notifications | C | 61.6 | 4.0 (2) | n/a | n/a | $6 / mo | OAuth or key | Hosted | ||
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Open-source publish-subscribe service for push notifications. Top strength Publish with one HTTP POST and no account, up to 250 messages a day per IP on ntfy.sh Top weakness Unreserved topics on ntfy.sh can be read and written by anyone who knows the name |
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| 227 | Mindee APIMindee · HTTP API | Documents | C | 61.5 | 3.0 (2) | n/a | n/a | $44 / mo | API key | Hosted | ||
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Hosted extraction, classification, split, crop and raw-text OCR models that you define in the Mindee platform, then call by model ID through an async REST API. Top strength Extracted data kept 12 hours by default (1 to 24 configurable), deletable on fetch, source files never stored Top weakness Every call needs a model_id created in the web platform first |
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| 228 | Microsoft Foundry fine-tuning (Azure OpenAI)Microsoft Azure · HTTP API | Fine-tuning | C | 61.4 | 3.5 (2) | n/a | n/a | Pay per use | OAuth or key | Hosted | ||
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Azure's managed service for supervised, preference and reinforcement fine-tuning of supported OpenAI and open-weight models. Top strength SFT, DPO and RFT on GPT-4.1 and o4-mini through the OpenAI-shaped /openai/v1 API Top weakness No weight export; checkpoints copy only between Azure resources |
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| 229 | Braintrust API + MCPBraintrust · HTTP API | Evals | C | 61.3 | 3.0 (2) | n/a | n/a | $249 / mo | OAuth or key | Hosted | ||
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Hosted tracing, logging and evaluation for LLM apps and agents, with experiments, datasets, prompts, online scorers and a model gateway. Top strength OpenAPI 3.0.3 spec with 75 paths, 429 and Top weakness Several major incidents on the status page between 16 July and 30 September 2026, the longest 78 minutes on the US data plane |
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| 230 | Jina Embeddings and RerankerJina AI (Elastic) · HTTP API | Embeddings | C | 61.3 | 3.0 (2) | n/a | n/a | Freemium | API key | Hosted | ||
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jina-embeddings-v5 in text and omni (text, image, audio, video, PDF) variants at up to 32,768 tokens, plus the jina-reranker-v3.5 at 131,072 tokens a call. Top strength jina-reranker-v3.5 (20 July 2026) with a 131,072-token window and no document cap Top weakness No price per token in any currency on the public pages |
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| 231 | Templated API + MCPTemplated · HTTP API | Assets | C | 61.3 | 4.0 (2) | n/a | n/a | $39 / mo | OAuth or key | Hosted + local | ||
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Template rendering to JPG, PNG, WebP, multi-page PDF and MP4 (up to 90 seconds at 60 fps) through one POST /v1/render endpoint, plus template, folder, upload and font management. Top strength MIT-licensed MCP server with 25 tools, every one annotated with readOnlyHint and destructiveHint Top weakness One API key with full account access, and the MCP docs offer it as ?apiKey= in the URL |
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| 232 | Runway APIRunway · Model API | Video | C | 61.1 | 4.0 (2) | n/a | n/a | $0.01 / credit | API key | Hosted | ||
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Runway Dev, the HTTP API for Runway's own video models (Gen-4.5, Gen-4 Turbo, Aleph 2.0, Act-Two) plus resold third-party models (Veo 3.1, Seedance, WAN 3.0, Hailuo, Grok Imagine). Top strength OpenAPI 3.1, llms.txt and Markdown copies of every docs page Top weakness Gen-3 Alpha Turbo and Gen-4 Aleph were removed on 2026-07-30 with no prior notice in the changelog |
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| 233 | screenpipeNegentropy Labs, Inc. (dba Screenpipe) · Model platform | Local AI | C | 61.1 | 2.0 (2) | n/a | n/a | $21 / mo | API key | Local | ||
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Desktop app and CLI from Negentropy Labs, Inc. (Screenpipe, YC S26) that records the owner's screen and audio continuously on macOS, Windows and Linux. Top strength 33 MCP tools with typed JSON Schemas, every one annotated, 21 marked read-only and Top weakness 33 tools at roughly 5,600 to 8,300 tokens of definitions with no toolsets, and the MCP docs page describes 2 of them |
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| 234 | Blaxel SandboxesBlaxel · HTTP API | Sandboxes | C | 61 | 2.0 (2) | n/a | n/a | $0.1656 / session-hr | OAuth or key | Hosted | ||
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Sandbox VMs that drop to standby seconds after the last connection and resume in about 25 ms with memory and filesystem kept, charging only for snapshot storage while idle. Top strength No compute charge in standby, only $0.20 a GB-month of snapshot storage Top weakness 25 status-page incidents from 9 July to 1 October 2026, three of them sandbox outages over an hour |
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| 235 | folk API + MCPfolk · HTTP API | CRM | C | 61 | 3.5 (2) | n/a | n/a | $24 / seat-mo | OAuth or key | Hosted | ||
|
REST API and hosted MCP server for folk, a relationship CRM for small teams. Top strength Dated API versions, a year's support and 6 months' deprecation notice with Top weakness MCP server in open beta since 1 July 2026 |
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| 236 | tldraw SDK + MCPtldraw · SDK + MCP | Diagrams | C | 61 | 3.0 (2) | n/a | n/a | Paid | None | Hosted | ||
|
A React infinite-canvas SDK that an agent can drive through the editor API, creating, reading and changing shapes, turning Mermaid into shapes and exporting images. Top strength Full editor API to create, read, bind and export shapes from code, with agent, chat and workflow starter kits Top weakness Source-available, and commercial prices aren't published |
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| spec | Agentic Commerce Protocol (ACP)OpenAI and Stripe · Payment protocol | Checkout | C | 60.9 | 2.0 (2) | n/a | n/a | Free | API key | Spec | ||
|
Open checkout spec from OpenAI and Stripe (2025-09-29). Top strength OpenAPI, JSON Schema and OpenRPC files for every surface, with examples per dated version Top weakness No release since 2026-04-17 and one merged change since June, with 85 open issues and 51 open pull requests |
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| 237 | Azure AI Content Safety (Prompt Shields)Microsoft Azure · HTTP API | Guardrails | C | 60.9 | 3.0 (2) | n/a | n/a | $338 / mo | OAuth or key | Hosted | ||
|
Microsoft's API for analysing harmful text and images, detecting prompt injection and checking groundedness. Top strength Prompt Shields checks up to five retrieved documents for indirect injection, not only the user prompt Top weakness Needs an Azure subscription with a card, a resource and a region that has the feature, before the first call |
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| 238 | Lucid API + MCPLucid Software · HTTP API | Diagrams | C | 60.9 | 3.0 (2) | n/a | n/a | $9 / seat-mo | OAuth or key | Hosted | ||
|
REST API and hosted MCP server for creating, reading and managing Lucidchart and Lucidspark diagrams. Top strength OAuth 2.0 scopes with Top weakness No public changelog for the API or the MCP server |
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| 239 | ClineCline Bot Inc. · Agent harness | Harnesses | C | 60.8 | 2.0 (2) | n/a | n/a | $9.99 / mo | OAuth or key | Local | ||
|
Open-source coding agent that runs as a VS Code extension, a JetBrains plugin, a CLI and a desktop app, all on one TypeScript SDK since extension 4.0.0 (26 June 2026). Top strength Approval before edits and commands in the IDE, with command auto-approval off by default since 4.0.0 Top weakness The CLI approves every tool by default outside ACP mode and starts on Cline's own provider |
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| 240 | Google VeoGoogle · Model API | Video | C | 60.8 | 2.5 (2) | n/a | n/a | Pay per use | API key | Hosted | ||
|
Google's Veo video models through the Gemini API (predictLongRunning) and Vertex AI. Top strength Audio on every Veo 3.1 clip, up to 4K on Veo 3.1 and Fast Top weakness All three Veo 3.1 previews shut down on the Gemini API on 2026-10-22 |
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| 241 | Stytch Connected AppsStytch (Twilio) · HTTP API | Agent auth | C | 60.8 | 3.0 (2) | n/a | n/a | $125 / mo | OAuth or key | Hosted | ||
|
Turns a Stytch project into an OAuth 2.1 and OIDC authorisation server so agents and MCP clients can act for your users. Top strength OAuth 2.1 authorisation server with DCR, CIMD and PKCE out of the box Top weakness No outbound token vault, so it can't hold your users' third-party tokens |
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| 242 | Salesforce API + MCPSalesforce · HTTP API | CRM | C | 60.7 | 4.0 (2) | n/a | n/a | $125 / seat-mo | OAuth | Hosted | ||
|
Salesforce Sales Cloud through the platform REST API (sObjects, SOQL, SOSL, composite and bulk) and Salesforce Hosted MCP Servers, generally available since April 2026. Top strength Per-user OAuth 2.0 with PKCE and only Top weakness No hosted MCP changelog yet |
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| 243 | LocationIQLocationIQ (Unwired Labs) · HTTP API | Maps | C | 60.6 | 4.5 (2) | n/a | n/a | $100 / mo | API key | Hosted | ||
|
Forward and reverse geocoding, autocomplete, nearby places, directions, matrix and map tiles, from US and EU endpoints. Top strength 5,000 free requests a day with no card, commercial use allowed with a link back Top weakness No changelog, release notes or blog |
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| 244 | Pipedrive API + MCPPipedrive · HTTP API | CRM | C | 60.6 | 2.5 (2) | n/a | n/a | $24 / seat-mo | OAuth or key | Hosted | ||
|
REST API (v1 and a faster v2) and a hosted MCP server for Pipedrive, the pipeline CRM. Top strength Hosted MCP server on every plan, with actions recorded in the change log Top weakness MCP tool list not published, and the server is labelled beta |
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| 245 | Bannerbear API + MCPBannerbear · HTTP API | Assets | C | 60.5 | 4.0 (2) | n/a | n/a | $49 / mo | OAuth or key | Hosted + local | ||
|
Template-based image, PDF and animation rendering, plus video tools and multi-step workflows, over a REST API (V5 since August 2026) and an official MCP server, hosted with OAuth or run locally with an API key. Top strength Hosted MCP server with OAuth and tool groups chosen by URL path, 30 tools by default, 8 on /workflows, 63 on /all Top weakness Privacy policy and terms last updated on 29 June 2021, with no retention periods and two named third parties |
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| 246 | Infobip Calls API + MCPInfobip · HTTP API | Calling | C | 60.5 | 2.0 (2) | n/a | n/a | Pay per use | OAuth or key | Hosted | ||
|
Event-driven call control for PSTN, SIP, WebRTC and WhatsApp legs, with conferences, recording and WebSocket media streaming for external bots. Top strength API keys with call scopes, expiry dates and IP allowlists, plus OAuth 2.0 Top weakness US outbound at about $0.067 a minute, several times Plivo, SignalWire or Telnyx |
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| spec | L402Lightning Labs · Payment protocol | Pay per call | C | 60.5 | 3.0 (2) | n/a | n/a | Free | None | Spec | ||
|
HTTP 402 with macaroons and Lightning invoices, formerly LSAT. Top strength Stateless verification, the macaroon commits to the invoice's payment hash Top weakness Bearer credentials, so an intercepted token can be reused unless bound by caveats |
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| 247 | LeadMagic API + MCPLeadMagic · HTTP API | Leads | C | 60.5 | 3.5 (2) | n/a | n/a | $99 / mo | OAuth or key | Hosted | ||
|
Email validation, email and mobile finders, people and company search, company intelligence, job postings and ad data over one REST API with a published OpenAPI file. Top strength RFC 9457 problem-details errors with Top weakness No free tier or trial credits, plans from $99 a month |
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| 248 | Plivo Voice APIPlivo · HTTP API | Calling | C | 60.4 | 3.5 (2) | n/a | n/a | $0.50 / mo | API key | Hosted | ||
|
REST and XML call control for inbound and outbound PSTN calls, with bidirectional WebSocket audio streams, SIP trunking, recording and conferencing. Top strength US outbound at $0.0115 a minute, with recording, conferencing and machine detection at no extra charge Top weakness 1 outbound call a second and 2 concurrent calls on the free tier, 5 on a new paid US account |
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| 249 | MiniMax Video APIMiniMax · Model API | Video | C | 60.3 | 4.0 (2) | n/a | n/a | Pay per use | API key | Hosted + local | ||
|
MiniMax's API for generating video. Top strength 2K with stereo audio at $0.13 a second, 768P at $0.08 Top weakness No statement found on whether API inputs train models, and the privacy policy needs a browser |
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| 250 | Plivo APIPlivo · HTTP API | Messaging | C | 60.3 | 3.5 (2) | n/a | n/a | Pay per use | API key | Hosted | ||
|
CPaaS REST API for SMS, MMS, RCS and WhatsApp in 190+ countries, alongside voice. Top strength US long code SMS $0.0077 a message and numbers $0.50 a month, with carrier surcharges listed per carrier Top weakness No OpenAPI spec |
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| 251 | Visual Crossing Weather APIVisual Crossing · HTTP API | Weather | C | 60.3 | 4.0 (2) | n/a | n/a | $0.10 / 1k req | API key | Hosted | ||
|
Weather API for historical conditions, forecasts and climate data by location and date range. Top strength History from 1970, current conditions and a 15-day forecast from one endpoint Top weakness Key only in the query string on the REST API |
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| 252 | Structurizr + MCPStructurizr · HTTP API | Diagrams | C | 60.2 | 3.0 (2) | n/a | n/a | $400 / mo | OAuth or key | Hosted | ||
|
Diagram-as-code tool for software architecture using the C4 model. Top strength One text model yields context, container, component, dynamic and deployment views Top weakness The hosted cloud API is gone. Storage and rendering need your own server |
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| 253 | llama.cppggml.ai (Hugging Face) · HTTP API | Local AI | C | 60.2 | 2.5 (2) | n/a | n/a | Free · OSS | None | Local | ||
|
Open-source C/C++ engine for running GGUF models locally, with a web interface and compatible model APIs. Top strength MIT, with no telemetry or update check in the source, and Top weakness API keys are off by default and CORS reflects any origin with credentials, so a web page can call a keyless server on localhost |
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| 254 | Bright DataBright Data · HTTP API | Scrapers | C | 60.1 | 4.0 (2) | n/a | n/a | $1.50 / 1k req | OAuth or key | Hosted | ||
|
Web Unlocker, SERP API, a hosted Browser API and residential proxies, with an official MCP server wrapping them. Top strength Pay only for successful requests, $1.50 per 1,000 on Web Unlocker and SERP Top weakness No public status page or incident history |
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| 255 | Diagrams.so API + MCPDiagrams.so (RedHold LLC) · HTTP API | Diagrams | C | 60.1 | 4.0 (2) | n/a | n/a | $15 / mo | OAuth or key | Hosted + local | ||
|
Turns a plain-English description into an editable draw.io diagram with cloud icons (AWS, Azure, GCP, OCI, Kubernetes). Top strength API, MCP and SDKs on every plan, including a Free plan marked "No Card Required" Top weakness No status page or SLA, and the terms disclaim any service-level commitment |
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| 256 | WorkOS Pipes and AgentsWorkOS · HTTP API | Agent auth | C | 60 | 2.5 (2) | n/a | n/a | $125 / mo | OAuth or key | Hosted | ||
|
WorkOS tools for connecting agents to third-party accounts, managing access tokens and assigning revocable agent identities. Top strength Agent identity with per-session revocation and token lifetimes set per blueprint Top weakness 21 incidents on the status page since 3 July 2026, several over an hour |
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| 257 | Cartesia Voice Cloning API + MCPCartesia · Model API | Cloning | C | 59.8 | 2.5 (2) | n/a | n/a | $5 / mo | OAuth or key | Hosted + local | ||
|
Instant voice clones for Sonic from 10 to 60 seconds of audio, and Pro Voice Clones fine-tuned on 30 minutes or more, trained in up to 3 hours. Top strength Instant clones from 10 seconds of audio, up to 60 seconds used on Sonic 3.6 Top weakness No consent or speaker verification in the clone API |
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| 258 | FullEnrich API + MCPFullEnrich · HTTP API | Leads | C | 59.8 | 3.5 (2) | n/a | n/a | $55 / mo | OAuth or key | Hosted | ||
|
Waterfall contact enrichment that queries 20+ data providers for work emails, personal emails and mobile numbers, plus people and company search and reverse email lookup. Top strength Credits only spent on found data, and identical re-runs within 3 months are free Top weakness Enrichment sources are third-party providers the vendor doesn't name |
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| 259 | Slack MCP Server (official)Slack (Salesforce) · MCP server | Work | C | 59.8 | 3.5 (2) | n/a | n/a | Your plan | OAuth | Hosted | ||
|
Slack's hosted MCP server for searching, reading and posting workspace content, with OAuth authentication. Top strength Per-tool OAuth scopes with user tokens only, and every MCP client goes through workspace app approval Top weakness Unlisted apps are barred, so other clients need a Marketplace or internal app |
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| 260 | Lakera Guard (Check Point AI Guardrails)Check Point · HTTP API | Guardrails | C | 59.7 | 3.5 (2) | n/a | n/a | Freemium | API key | Hosted | ||
|
Hosted screening API for prompt attacks, PII and data leakage, content violations and unknown or malicious links, run against a per-project policy. Top strength OpenAI message format in, including tools, tool calls and tool results Top weakness Prompts and outputs are stored for the dashboard by default |
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| 261 | Salesforce DX MCP ServerSalesforce · MCP server | Code | C | 59.7 | 2.5 (2) | n/a | n/a | Free · OSS | OAuth or key | Local | ||
|
Salesforce's official local MCP server (`@salesforce/mcp`) for developing on the platform. Top strength Tools pass org usernames, never tokens, and Top weakness 88 tools; Salesforce's README warns that enabling all of them overwhelms the context |
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| 262 | LlamaParse API + MCPLlamaIndex · HTTP API | Documents | C | 59.6 | 3.5 (2) | n/a | n/a | $1.25 / 1k pages | OAuth or key | Hosted | ||
|
LlamaIndex's hosted Parse, Extract, Classify, Split and Index APIs on one LlamaCloud key, billed in credits by tier. Top strength Free plan with 10,000 credits a month, no card Top weakness Breaking SDK changes shipped as minor releases (files.get renamed, classify v1 removed) |
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| 263 | DataHubAcryl Data, Inc. (DataHub) · Model platform | Knowledge | C | 59.5 | 3.5 (2) | n/a | n/a | Freemium | OAuth or key | Hosted + local | ||
|
Open-source data catalogue and metadata platform from Acryl Data, trading as DataHub. Top strength Apache-2.0 platform and MCP server, run with Top weakness The eight default tools carry about 26,000 characters of descriptions, and search and get_lineage each repeat the same 3,063-character filter grammar |
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| 264 | Mailjet API + MCPMailjet (Sinch) · HTTP API | C | 59.5 | 2.5 (2) | n/a | n/a | $9 / mo | API key | Hosted + local | |||
|
Sinch-owned email API with Send API v3.1, SMTP relay, a Parse API for inbound mail, templates and a marketing editor. Top strength SandboxMode on Send API v3.1 validates a payload without delivering it Top weakness The MCP server registers 117 GET-only tools and can't send |
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| 265 | Postiz API + MCPPostiz (Gitroom) · HTTP API | Social | C | 59.5 | 3.0 (2) | n/a | n/a | $29 / mo | OAuth or key | Hosted | ||
|
Open-source social scheduler (AGPL-3.0) for 34 platforms that you can self-host free or use as Postiz Cloud from $29 a month. Top strength AGPL-3.0 and self-hostable with the API and MCP included, 34 platforms Top weakness Create-post capped at 90 requests an hour on every Cloud plan |
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| 266 | Filesystem (MCP reference server)MCP project (reference servers) · MCP server | Databases | C | 59.4 | 3.5 (2) | n/a | n/a | Free · OSS | None | Local | ||
|
Reference server for secure local file operations (read, write, edit, search, directory listing) restricted to allowed directories supplied as arguments or via MCP Roots. Top strength All 14 tools carry Top weakness No depth limit on |
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| 267 | Infobip API + MCPInfobip · HTTP API | Messaging | C | 59.3 | 2.5 (2) | n/a | n/a | Pay per use | OAuth or key | Hosted | ||
|
Per-channel REST APIs and a unified Messages API for SMS, MMS, WhatsApp, RCS and Viber, plus 2FA. Top strength API keys with scopes, expiry dates and IP allowlists, and OAuth 2.1 on the MCP servers Top weakness Europe-wide traffic processing degraded on 2026-08-10 (about 1 hour) and 2026-08-15 (about 3 hours) |
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| 268 | ScrapingBeeScrapingBee (Oxylabs group) · HTTP API | Scrapers | C | 59.3 | 4.0 (2) | n/a | n/a | $19 / mo | API key | Hosted | ||
|
HTML API that fetches a URL through rotating, premium or stealth proxies with headless rendering, JavaScript scenarios, screenshots and CSS or AI extraction. Top strength Dedicated Google, Amazon, Walmart, YouTube, ChatGPT and Gemini endpoints next to the general HTML API Top weakness remote-mcp.txt says the hosted MCP only takes the key as ?api_key= in its URL |
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| 269 | Fireworks AI Fine-tuningFireworks AI · HTTP API | Fine-tuning | C | 59.2 | 2.5 (2) | n/a | n/a | Pay per use | API key | Hosted | ||
|
Managed supervised, preference and reinforcement fine-tuning for open models, with a training API for custom workflows. Top strength SFT, DPO, ORPO and RFT as managed jobs, plus a serverless Training API that is generally available Top weakness Tuned LoRAs only deploy to on-demand GPUs at $8 an hour and up, never to serverless |
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| 270 | Vonage Voice API + MCPVonage (Ericsson) · HTTP API | Calling | C | 59.1 | 2.5 (2) | n/a | n/a | Pay per use | OAuth or key | Hosted + local | ||
|
Voice API that controls calls with NCCO, a JSON list of actions such as talk, input, record, connect and transfer. Top strength Websocket audio as 16-bit linear PCM at 8, 16 or 24 kHz, both directions Top weakness First call needs an application, a private key and a signed JWT |
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| 271 | Mistral OCR APIMistral AI · Model API | Documents | C | 59 | 4.5 (2) | n/a | n/a | $4 / 1k pages | API key | Hosted | ||
|
Mistral's OCR API for extracting content from documents. Top strength Single synchronous call returns Markdown per page, no upload step for public URLs Top weakness OCR API at 99.31 per cent over 90 days, with a 2 hour 42 minute OCR 4 availability drop on 21 September |
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| 272 | Notion MCPNotion · MCP server | Work | C | 59 | 2.5 (2) | n/a | n/a | Your plan | OAuth | Hosted + local | ||
|
Notion's hosted MCP server (mcp.notion.com, OAuth) exposes 36 tools for search, page and data-source editing, views, comments, users and Notion Agent sessions. Top strength Hosted OAuth server with access tokens that expire after about 8 hours Top weakness 36 tools with no toolsets, read-only mode or granular OAuth scopes |
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| 273 | Voyage AI embeddings and rerankersVoyage AI (MongoDB) · HTTP API | Embeddings | C | 59 | 4.0 (2) | n/a | n/a | Freemium | API key | Hosted | ||
|
Embedding and reranking models for text, code and multimodal retrieval from MongoDB-owned Voyage AI. Top strength 200 million free tokens per current model, then $0.02 to $0.12 per million Top weakness Training on customer data is the default, and the opt-out needs a card on file and is one way |
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| 274 | Make API + MCPMake (Celonis) · HTTP API | Workflows | C | 58.9 | 2.5 (2) | n/a | n/a | $12 / mo | OAuth or key | Hosted | ||
|
REST API (v2) for scenarios, runs, connections, webhooks, data stores and teams, plus a hosted MCP server that runs on-demand scenarios as tools and, on paid plans, manages the account. Top strength Hosted MCP server with OAuth, and scenario run tools on the free plan Top weakness No published OpenAPI file and no official SDK |
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| 275 | Upload-Post API + MCPUpload-Post · HTTP API | Social | C | 58.9 | 3.0 (2) | n/a | n/a | $24 / mo | OAuth or key | Hosted + local | ||
|
REST API for publishing video, photos, text and documents to TikTok, Instagram, YouTube and 20 or so other networks, with async uploads, scheduling and analytics. Top strength Free plan with 2 profiles and 10 uploads a month, no card Top weakness One account key with no scopes, and the MCP's OAuth grants a single mcp.full scope |
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| 276 | Soniox Voice CloningSoniox · Model API | Cloning | C | 58.8 | 3.5 (2) | n/a | n/a | Pay per use | API key | Hosted | ||
|
Instant clones for Soniox TTS from one reference clip of up to 2 minutes, made in the Console or with `POST /v1/voices`. Top strength One API call and a clip of up to 2 minutes Top weakness No consent capture or speaker verification, and the terms say so |
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| 277 | Bunny Storagebunny.net · HTTP API | Storage | C | 58.7 | 3.0 (2) | n/a | n/a | $0.01 / GB | API key | Hosted | ||
|
Object storage replicated to up to 15 regions, fronted by Bunny CDN. Top strength $0.01 a GB-month for Standard storage, no request fees, free traffic to the CDN Top weakness Zone passwords are the only storage credential, read-write or read-only, with no expiry, prefix scope or usage log |
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| 278 | Mistral Moderation APIMistral AI · HTTP API | Guardrails | C | 58.6 | 3.0 (2) | n/a | n/a | Free | API key | Hosted | ||
|
Free classifier from Mistral that scores raw text or a whole conversation against 11 categories, including jailbreaking, PII and off-policy advice (health, financial, legal) alongside the usual harm classes. Top strength Free, on the same key as the rest of the Mistral API, and the Experiment plan needs no card Top weakness No moderation component on the status page and no readable incident history |
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| 279 | Ultravox Realtime APIUltravox (Fixie.ai) · HTTP API | Voice agents | C | 58.6 | 3.0 (2) | n/a | n/a | $100 / mo | API key | Hosted | ||
|
Hosted voice agents on Ultravox, an open-weight model that takes speech directly with no speech-to-text step and answers through a TTS voice. Top strength Flat $0.05 a minute including model and built-in voices Top weakness No MCP server |
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| 280 | Zapier MCP (agent actions)Zapier · MCP server | Tool access | C | 58.4 | 2.5 (2) | n/a | n/a | Your plan | OAuth or key | Hosted | ||
|
Hosted MCP server that lets agents discover and run actions across apps connected to the user's Zapier account. Top strength 16 meta-tools in agentic mode, or managed mode with only the actions you pick Top weakness Connection tokens are long-lived and the docs allow them in the URL query string |
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| 281 | Soniox Speech-to-TextSoniox · Model API | STT | C | 58.3 | 3.5 (2) | n/a | n/a | Pay per use | API key | Hosted | ||
|
One multilingual model family for 60+ languages, as a real-time WebSocket API (`stt-rt-v5`) and an async file API (`stt-async-v5`). Top strength About $0.10 an hour async and $0.12 real time, with diarisation, language ID and translation included Top weakness No free credits for new accounts since October 2025 |
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| 282 | Workato API + MCPWorkato · HTTP API | Workflows | C | 58.3 | 3.5 (2) | n/a | n/a | $75 / mo | OAuth or key | Hosted | ||
|
Enterprise integration platform for building automated workflows. Top strength API client tokens scoped by role and project, with legacy full-access keys removed on 14 October 2025 Top weakness No OpenAPI file and no official SDK on npm or PyPI |
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| 283 | Mistral Embed and Codestral EmbedMistral AI · HTTP API | Embeddings | C | 58.2 | 3.5 (2) | n/a | n/a | Freemium | API key | Hosted | ||
|
Mistral's API for generating text and code embeddings. Top strength EU and US regional endpoints and a French legal entity Top weakness Embedding API uptime of 94.36 per cent over 90 days on Mistral's status page, with incidents on 12 and 27 August 2026 |
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| 284 | Atlassian Rovo MCP ServerAtlassian · MCP server | Work | C | 58.1 | 3.5 (2) | n/a | n/a | Your plan | OAuth or key | Hosted | ||
|
Atlassian's hosted MCP server connects agents to Jira, Confluence, Bitbucket and other Atlassian products through OAuth. Top strength v2 gateway exposes primary tools plus discover and three execute meta-tools, and the rest load on demand Top weakness No numeric rate limits or 429 guidance published for the MCP server |
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| 285 | Rev AI Speech-to-Text APIRev · Model API | STT | C | 58 | 2.5 (2) | n/a | n/a | Freemium | API key | Hosted | ||
|
Rev's API for recorded and streaming speech transcription, with human transcription available through the same job endpoint. Top strength Reverb English at $0.20 an hour, foreign languages at $0.30 Top weakness The streaming WebSocket takes the account's access token as a URL query parameter |
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| 286 | GitHub Copilot CLIGitHub · Agent harness | Harnesses | C | 57.9 | 2.5 (2) | n/a | n/a | $0.01 / credit | OAuth or key | Local | ||
|
GitHub's coding agent for the terminal, built on the same agent harness as Copilot cloud agent (formerly Copilot coding agent), which works in GitHub Actions and opens pull requests. Top strength Asks before the first use of each modifying tool, and Top weakness Free, Pro, Pro+ and Max interactions train GitHub's models by default since 24 April 2026 |
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| 287 | LM StudioElement Labs, Inc. · HTTP API | Local AI | C | 57.9 | 2.5 (2) | n/a | n/a | Free | API key | Local | ||
|
Desktop app and headless daemon from Element Labs for running open-weight models on the owner's machine with llama.cpp and MLX, plus the Splash engine on Apple silicon M3 or newer since 0.4.25. Top strength OpenAI-compatible chat completions, responses, completions and embeddings, Anthropic-compatible /v1/messages and a native /api/v1, all on one port Top weakness Authentication is off by default, so any local process can call the server |
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| 288 | Activepieces API + MCPActivepieces · HTTP API | Workflows | C | 57.8 | 3.0 (2) | n/a | n/a | $20 / mo | OAuth or key | Hosted | ||
|
Open-source flow builder with 760+ app integrations (pieces), run on Activepieces Cloud or self-hosted. Top strength MIT core, self-hostable, with the enterprise parts clearly separated Top weakness Docs say API keys come from the platform dashboard in Platform and Enterprise editions, while the pricing page lists the API on every plan |
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| 289 | YapilyYapily · HTTP API | Bank data | C | 57.8 | 2.5 (2) | n/a | n/a | Paid | API key | Hosted | ||
|
UK and EU open banking API with account information and payments across 2,000-plus banks, licensed in the UK (FCA) and Lithuania. Top strength llms.txt, llms-full.txt, a no-auth docs MCP server and an OpenAPI file Top weakness No public pricing; live access starts with a sales form |
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| 290 | Fetch (MCP reference server)MCP project (reference servers) · MCP server | Search | C | 57.6 | 4.0 (2) | n/a | n/a | Free · OSS | None | Local | ||
|
Python reference server with a single 'fetch' tool that retrieves a URL and converts HTML to markdown, with pagination (start_index/max_length) and raw mode. Top strength One tool of about 300 tokens, with Top weakness Reaches private and loopback addresses and follows redirects, with no allow list |
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| 291 | FreeAgent APIFreeAgent · HTTP API | Accounting | C | 57.6 | 2.5 (2) | n/a | n/a | Your plan | OAuth | Hosted | ||
|
REST API for FreeAgent, the UK small-business accounting product owned by NatWest Group. Top strength Published limits of 120 requests a minute and 3,600 an hour per user, with Retry-After on 429 Top weakness No OAuth scopes, so a token can do anything the authorising user can |
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| 292 | Cal.com API v2 + MCPCal.com · HTTP API | Scheduling | C | 57.5 | 3.0 (2) | n/a | n/a | $12 / seat-mo | OAuth or key | Hosted + local | ||
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Scheduling API behind Cal.com's booking pages. Top strength OAuth scopes split into READ and WRITE per resource, with 30-minute access tokens and PKCE Top weakness API outage of 1 hour 14 minutes on 31 August 2026, with HTTP 500s on slots and bookings |
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| 293 | Milvus and Zilliz Cloud API + MCPZilliz · HTTP API | Retrieval | C | 57.5 | 3.5 (2) | n/a | n/a | $0. / unit | API key | Hosted + local | ||
|
Milvus is the open-source (Apache-2.0, LF AI and Data) vector database, run embedded as Milvus Lite, standalone or distributed on Kubernetes. Top strength Apache-2.0 under the LF AI and Data Foundation, run embedded as Milvus Lite, standalone or distributed Top weakness The Zilliz MCP server's only PyPI release dates from June 2025 and predates an August 2026 fix for token forwarding |
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| 294 | OpenWeather One Call APIOpenWeather · HTTP API | Weather | C | 57.4 | 3.5 (2) | n/a | n/a | $1.50 / 1k req | API key | Hosted | ||
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Current weather, minute, hourly and daily forecasts, government alerts and history back to 1979 in one call, billed per call with 1,000 free a day. Top strength 1,000 free calls a day, then $0.0015 a call, or $0.001 on the agent lane Top weakness The main API takes the key only as the appid query parameter |
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| 295 | Ayrshare API + MCPAyrshare · HTTP API | Social | C | 57.3 | 2.5 (2) | n/a | n/a | $149 / mo | API key | Hosted | ||
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REST and GraphQL API for posting, scheduling, analytics, comments and DMs across 14 social networks, with a hosted MCP server (27 tools) on the same key. Top strength Dated changelog entries several times a week, the latest on 29 September 2026, with breaking changes called out Top weakness No free plan, and $149 a month to start |
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| 296 | Hume EVI (Empathic Voice Interface)Hume AI · HTTP API | Voice agents | C | 57.3 | 2.0 (2) | n/a | n/a | $14 / mo | OAuth or key | Hosted | ||
|
Hume's hosted voice-agent service, accessed through a WebSocket API. Top strength Speech-language model that reads the caller's tone and answers with matching prosody Top weakness One account-wide key, sent in the WebSocket and Twilio webhook URLs |
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| 297 | Bitwarden Secrets ManagerBitwarden · SDK + MCP | Secrets | C | 57.1 | 2.5 (2) | n/a | n/a | $6 / seat-mo | API key | Hosted | ||
|
End-to-end encrypted secrets store from the Bitwarden password manager company. Top strength End-to-end encrypted, decrypted only on the client that holds the token Top weakness No release since 22 May 2026, and the npm SDK is still 1.0.0 from September 2024 |
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| 298 | Laminar API + MCPLaminar (LMNR AI) · HTTP API | Evals | C | 57 | 3.5 (2) | n/a | n/a | $30 / mo | API key | Hosted | ||
|
Open-source tracing, evaluations and an agent debugger built on OpenTelemetry, with browser session recordings synced to traces for browser agents. Top strength Browser session recordings synced to traces for Browser Use, Stagehand, Playwright and Puppeteer Top weakness A cross-tenant SQL execution and export hole was fixed on 27 August 2026 in a commit, with no advisory |
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| 299 | Hunter API + MCPHunter · HTTP API | Leads | C | 56.8 | 3.0 (2) | n/a | n/a | $49 / mo | OAuth or key | Hosted | ||
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Email finder, email verifier, domain search, company discovery and person and company enrichment over a REST API, plus a hosted MCP server that also drives Hunter's leads, lists and cold-email sequences. Top strength Returns 451 for people who asked not to be processed Top weakness Hosted MCP has about 100 tools, including bulk deletes and API key creation, with no read-only mode |
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| 300 | Datadog MCP ServerDatadog · MCP server | Observability | C | 56.7 | 2.5 (2) | n/a | n/a | Your plan | OAuth or key | Hosted + local | ||
|
Datadog's hosted MCP server for querying monitors, logs, metrics, traces, dashboards, incidents and more, with 30-plus toolsets, a sandboxed code-execution toolset, OAuth 2.0 or key auth, and per-call permission checks on writes. Top strength OAuth read-only grants, Top weakness Tools and parameters are removed the day they're announced, with no notice period |
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| 301 | Mem0 Platform + MCPMem0 · HTTP API | Memory | C | 56.6 | 2.5 (2) | n/a | n/a | $19 / mo | API key | Hosted | ||
|
Hosted memory layer that extracts facts from conversations and returns the relevant ones for a user, agent or run on later turns. Top strength An agent can create its own Free account with Top weakness Free Plan data is used to train Mem0's models, per the privacy policy of 22 August 2026 |
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| 302 | OllamaOllama Inc. · HTTP API | Local AI | C | 56.6 | 2.5 (2) | n/a | n/a | $20 / mo | None | Local | ||
|
Open-source model runner for macOS, Windows and Linux, with a local API and a library of downloadable models. Top strength An OpenAPI 3.1 file for the 15 native operations and llms.txt with 68 links to Markdown pages Top weakness No credential on the local API, and any caller that reaches it can pull, push, create and delete models |
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| 303 | KeycardKeycard Labs · HTTP API | Agent auth | C | 56.3 | 2.5 (2) | n/a | n/a | $500 / mo | OAuth or key | Hosted | ||
|
Identity and access platform for AI agents. Top strength Agent identity by client secret, OIDC web identity or EKS workload identity, with Cedar policy at every token exchange Top weakness Early Access with sign-up by request, and no terms of service page |
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| 304 | Help Scout API + MCPHelp Scout · HTTP API | Support | C | 56.2 | 3.0 (2) | n/a | n/a | $25 / seat-mo | OAuth | Hosted | ||
|
Help Scout's Inbox API 2.0 (conversations, threads, replies, notes, customers, mailboxes, tags, users, workflows, reports and webhooks) and its official hosted MCP server at https://mcp.helpscout.net/mcp, GA since July 2026. Top strength MCP server read-only for new connections and limited by each user's mailbox permissions Top weakness MCP can't write, so a draft, note and status loop needs the REST API |
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| 305 | Rime TTS API + MCPRime Labs · Model API | TTS | C | 56.1 | 3.0 (2) | n/a | n/a | Freemium | API key | Hosted | ||
|
Rime's streaming text-to-speech for voice agents. Top strength Only character counts are kept by default, and customer data isn't used for training without an opt-in Top weakness No OpenAPI or AsyncAPI file and no official SDKs |
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| 306 | Windmill API + MCPWindmill Labs · HTTP API | Workflows | C | 56.1 | 3.0 (2) | n/a | n/a | $20 / seat-mo | OAuth or key | Hosted | ||
|
Code-first engine for scripts, flows and internal apps in 20+ languages, written in Rust, on Windmill Cloud or self-hosted. Top strength Token scopes down to a single script path, with expiry Top weakness The default MCP URL puts the token in |
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| 307 | Adobe PDF Services / PDF Extract APIAdobe · HTTP API | Documents | C | 56 | 3.5 (2) | n/a | n/a | Freemium | OAuth | Hosted | ||
|
Adobe's REST API for reading and changing PDFs. Top strength Public OpenAPI 3.0.1 spec covering Extract, PDF to Markdown and 20 other operations Top weakness No published paid price, paid use goes through sales |
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| 308 | Chatwoot APIChatwoot · HTTP API | Support | C | 56 | 3.0 (2) | n/a | n/a | $19 / seat-mo | API key | Hosted | ||
|
Open-source omnichannel inbox with REST Application, Client and Platform APIs over conversations, contacts, messages and webhooks. Top strength MIT-licensed core you can self-host for free, same API as Chatwoot Cloud Top weakness No MCP server, official or hosted |
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| 309 | Enrich Layer API + MCPEnrich Layer · HTTP API | Leads | C | 56 | 3.0 (2) | n/a | n/a | $0.10 / credit | API key | Hosted + local | ||
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Professional profile, company, job, school and contact lookups with person and company search, built on the old Proxycurl endpoint set after Proxycurl shut down in July 2025. Top strength Pay-as-you-go credits from $10, non-expiring unless idle for 18 months Top weakness Person Profile endpoint flagged with performance issues since 24 November 2025, with 30 to 100 second responses |
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| 310 | HoneyHiveHoneyHive · HTTP API | Evals | C | 55.9 | 2.5 (2) | n/a | n/a | Freemium | API key | Hosted | ||
|
Hosted tracing, evaluation, datasets and prompt management for agents, built on OpenTelemetry. Top strength Read-only ( Top weakness Status page showed 80.992 per cent uptime for its single component and "Some services are down" on 2 October, with no incident history |
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| 311 | Rutter Accounting APIRutter · HTTP API | Accounting | C | 55.8 | 3.0 (2) | n/a | n/a | Paid | API key | Hosted | ||
|
Unified API for accounting, commerce and payment platforms, aimed at lenders and financial software developers. Top strength Idempotency-Key header on writes, and prefer_sync writes that fall back to async after 30 seconds Top weakness Production prices are quote-only |
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| 312 | Tray.ai API + MCPTray.ai · HTTP API | Workflows | C | 55.6 | 2.5 (2) | n/a | n/a | Paid | OAuth or key | Hosted | ||
|
Low-code integration platform with an embedded product for SaaS vendors. Top strength Call any connector operation directly with a per-end-user token, no workflow needed Top weakness No published prices and no self-serve plan |
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| 313 | BeamBeam · Model platform | GPU compute | C | 55.5 | 3.0 (2) | n/a | n/a | $0.045 / vCPU-hr | API key | Hosted | ||
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Serverless GPU endpoints, task queues, functions, pods and sandboxes from Python decorators, on the open-source beta9 runtime. Top strength Per-millisecond billing with cold starts and image pulls free, H100 PCIe at $3.50 and RTX 4090 at $0.69 an hour Top weakness No published request rate limits, 429 handling or SLA |
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| 314 | Geoapify Location Platform + MCPGeoapify · HTTP API | Maps | C | 55.5 | 4.0 (2) | n/a | n/a | $59 / mo | API key | Hosted | ||
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Geocoding, reverse geocoding, autocomplete, Places search by category, Routing, Route Matrix, isolines and map tiles, with OpenStreetMap attribution required on every plan. Top strength Free plan allows commercial production use, 3,000 credits a day, no card Top weakness No security.txt, disclosure policy, bug bounty or certification found |
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| 315 | Veryfi API + MCPVeryfi · HTTP API | Documents | C | 55.4 | 3.0 (2) | n/a | n/a | $500 / mo | API key | Hosted + local | ||
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Receipt, invoice, bank statement, cheque and W-2 extraction API priced per document, with fraud checks as add-ons. Top strength Typed fields and line items for receipts, invoices, cheques, bank statements and tax forms Top weakness API outage on 29 September and degraded, incomplete extraction on 1 October |
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| spec | Agent Payments Protocol (AP2)Google (standardisation moved to the FIDO Alliance) · Payment protocol | Checkout | C | 55.3 | 2.0 (2) | n/a | n/a | Free | OAuth or key | Spec | ||
|
Google's protocol for authorising agent payments, now governed by the FIDO Alliance. Top strength User-signed SD-JWT mandates bound to the agent's key and to a merchant-signed checkout hash Top weakness No production deployment named by Google or found elsewhere |
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| 316 | Hume Octave Voice Design and Cloning + MCPHume AI · Model API | Cloning | C | 55.2 | 2.0 (2) | n/a | n/a | $14 / mo | API key | Hosted + local | ||
|
Custom voices for Hume's Octave TTS and EVI. Top strength Voice design from a natural-language description, saved with one call Top weakness Cloning over the API is Enterprise-only |
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| 317 | SwellSwell · HTTP API | Commerce | C | 55.1 | 2.5 (2) | n/a | n/a | $29 / mo | API key | Hosted | ||
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Hosted headless commerce platform with a REST Backend API (products, carts, orders, subscriptions, coupons, promotions, custom models) and a Frontend API for storefronts. Top strength Live /:models schema with field types and descriptions for every store Top weakness One full-access secret key per environment, with no scoped or read-only key |
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| 318 | TomTom Maps APIs + MCPTomTom · HTTP API | Maps | C | 55.1 | 3.0 (2) | n/a | n/a | Freemium | API key | Hosted + local | ||
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Search, Geocoding and Reverse Geocoding, Routing, Matrix Routing, Reachable Range, EV routing and live traffic, plus map tiles. Top strength No-card free allowance of 20,000 geocodes, 20,000 reverse geocodes and 20,000 routes a month Top weakness Terms, rate limits and deprecation policy render client-side, so storage rules and notice periods are unverified |
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| 319 | Together AI Fine-tuningTogether AI · HTTP API | Fine-tuning | C | 54.9 | 3.0 (2) | n/a | n/a | Pay per use | API key | Hosted | ||
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Managed LoRA and full fine-tuning, supervised or DPO, on about 30 open models from Qwen3.5 0.8B to Kimi K2.7, billed per training token with a $4 minimum. Top strength 31 tunable base models, 11 or 12 of them with full fine-tuning as well as LoRA Top weakness Fine-tuned models don't run serverless; dedicated endpoints start at $5.49 an hour |
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| 320 | CogneeCognee · Model platform | Memory | C | 54.6 | 3.0 (2) | n/a | n/a | $5 / mo | OAuth or key | Hosted + local | ||
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Open-source memory engine that turns documents, conversations and synced sources into a knowledge graph plus a vector index and answers queries over both. Top strength Apache-2.0 library, REST server and MCP server, all self-hostable, with local models and no LLM key since 1.6.0 Top weakness No status page, rate limits, SLA or SOC 2 for Cloud, and Cloud runs in AWS us-east-1 with no EU region |
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| 321 | Permit MCP GatewayPermit.io · Model platform | Human approval | C | 54.5 | 2.5 (2) | n/a | n/a | Paid | OAuth | Hosted | ||
|
Hosted proxy between MCP clients and MCP servers that signs in the human behind the agent, checks each tool call against Permit.io policy and logs it. Top strength No SDK or client change, since the client points at the gateway URL and keeps its tool list Top weakness Approvals are Enterprise only, through a demo, with no published price |
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| 322 | Memory (MCP reference server)MCP project (reference servers) · MCP server | Databases | C | 54.4 | 2.5 (2) | n/a | n/a | Free · OSS | None | Local | ||
|
Knowledge-graph persistent memory reference server (entities, relations, observations) stored as JSONL at MEMORY_FILE_PATH. Top strength Nine tools with typed schemas and accurate read, destructive and idempotent annotations Top weakness No pagination or limits. |
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| 323 | MusicGen on ReplicateReplicate (Cloudflare) · Model platform | Music | C | 54.4 | 3.0 (2) | n/a | n/a | $0.035 / call | API key | Hosted + local | ||
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Replicate's hosted copy of Meta's open-weights MusicGen (stereo-melody-large, stereo-large, melody-large, large), prompted with text or a melody clip. Top strength About $0.035 a run, billed by GPU second, with text or melody conditioning Top weakness MusicGen weights are CC-BY-NC 4.0, so no commercial use |
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| 324 | Pylon API + MCPPylon · HTTP API | Support | C | 54.3 | 2.0 (2) | n/a | n/a | Paid | OAuth or key | Hosted | ||
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B2B support platform built around Slack, Teams and email channels, with a REST API over issues, accounts, contacts and messages, and an official hosted MCP server with 90 tools. Top strength MCP server with 90 tools bound to the signed-in user's dashboard permissions and an MCP Access role Top weakness No published pricing and no self-serve trial |
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| 325 | Resemble AI Voice Cloning APIResemble AI · Model API | Cloning | C | 54.3 | 2.5 (2) | n/a | n/a | $1.50 / mo | API key | Hosted | ||
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Resemble AI's service for creating custom voices for speech generation. Top strength Rapid clones from 10 seconds of audio, ready in under a minute Top weakness Cloning API only on Business ($1,000 a month) and Enterprise |
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| 326 | ScrapelessScrapeless (NST Labs Tech) · HTTP API | Scrapers | C | 54.3 | 2.0 (2) | n/a | n/a | $49 / mo | API key | Hosted + local | ||
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Web Unlocker, a hosted cloud browser over CDP, a crawl API, Google and Amazon scraping APIs, AI answer-engine scrapers and residential proxies under one key. Top strength Hosted streamable HTTP MCP at api.scrapeless.com/mcp with header auth, plus a stdio package, both in the official MCP registry Top weakness llms.txt quotes Deep SerpApi at $0.1 per 1,000 while the plan data charges $1 per 1,000 for Google Search |
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| 327 | Orkes Conductor Human tasksOrkes · Model platform | Human approval | C | 54.2 | 2.5 (2) | n/a | n/a | Paid | API key | Hosted + local | ||
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Workflow orchestration platform, built on the open-source Conductor, with a Human task that pauses a workflow, assigns a form to a user or group and resumes with the submitted answer. Top strength Escalation chains with a time limit per assignee and a choice of leaving the task open or failing the workflow Top weakness No built-in Slack or email prompt, so alerts need a trigger policy and a second workflow |
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| 328 | Linear MCPLinear · MCP server | Work | C | 54 | 3.0 (2) | n/a | n/a | Your plan | OAuth or key | Hosted | ||
|
Linear's centrally hosted MCP server for finding, creating and updating issues, projects and comments, with a read-only endpoint variant. Top strength OAuth 2.1 with dynamic client registration, so most MCP clients connect without a registered app Top weakness No published tool list, schemas or MCP error responses |
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| 329 | RunpodRunpod · HTTP API | GPU compute | D | 53.7 | 3.0 (2) | n/a | n/a | Pay per use | OAuth or key | Hosted + local | ||
|
Serverless GPU endpoints, queue-based or load-balanced, and rented GPU Pods, billed per second from prepaid credit. Top strength Per-second billing across more than a dozen serverless GPU classes, H100 at $4.79 and A100 80 GB at $2.72 an hour Top weakness Data-centre outages of 6 to 24 hours in each of July, August and September 2026 |
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| 330 | AnythingLLMMintplex Labs · Model platform | Local AI | D | 53.6 | 2.0 (2) | n/a | n/a | $50 / mo | API key | Local | ||
|
Open-source app for chatting with documents using local or hosted models. Available as a desktop app or a self-hosted server. Top strength MIT server with desktop builds for macOS, Windows and Linux and Docker images for amd64 and arm64 Top weakness One kind of API key, admin-equivalent across every endpoint, with no scopes or expiry, stored in plain text |
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| 331 | Crustdata API + MCPCrustdata · HTTP API | Leads | D | 53.5 | 2.5 (2) | n/a | n/a | Pay per use | OAuth or key | Hosted | ||
|
Company, person, job, web and social post search and enrichment, with live web lookups, batch jobs and watchers that push changes to a webhook. Top strength Per-field credit prices, readable per account from Top weakness No status page and no SLA |
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| 332 | LiteAPI (Nuitee Connect)Nuitee · HTTP API | Travel | D | 53.5 | 4.0 (2) | n/a | n/a | $0.05 / call | API key | Hosted + local | ||
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Self-serve hotel booking API (3 million plus properties) with a rates, prebook, book flow, cancellations and amendments, plus a flights API that needs approval. Top strength Sandbox key at sign-up, same base URL as production, no card Top weakness Hosted MCP's documented setup puts the API key in the URL query string and exposes 111 generated tools |
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| 333 | GraphitiZep · Agent framework | Memory | D | 53.3 | 2.5 (2) | n/a | n/a | Free · OSS | None | Library | ||
|
Open-source Python framework from Zep that builds a temporal knowledge graph from chat messages, text and JSON. Top strength Apache-2.0, with FalkorDB, Neo4j or Amazon Neptune as the store Top weakness Every add runs LLM extraction, so ingestion costs tokens and time |
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| 334 | PushoverPushover · HTTP API | Notifications | D | 53.3 | 3.5 (2) | n/a | n/a | $5 / seat-mo | API key | Hosted | ||
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Push notification service for your own phone, tablet or desktop. Top strength One POST with three required fields, form or JSON Top weakness Recipients need the app, $4.99 per platform after a 30-day trial |
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| 335 | n8n API + MCPn8n · HTTP API | Workflows | D | 53.3 | 2.5 (2) | n/a | n/a | Freemium | OAuth or key | Local | ||
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Workflow builder you can run on n8n Cloud or self-host. Top strength OpenAPI 3.0 spec with 208 operations, and Markdown docs plus llms.txt Top weakness 24 critical advisories from December 2025 to May 2026, and CVE-2025-68613 was exploited in the wild |
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| 336 | SMTP2GO API + MCPSMTP2GO · HTTP API | D | 53.2 | 3.0 (2) | n/a | n/a | $10 / mo | API key | Hosted | |||
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New Zealand email delivery service with a REST API and SMTP relay, templates, webhooks, subaccounts and SMS. Top strength API keys limited to chosen endpoints, with their own send rate Top weakness Several multi-hour delivery and connectivity incidents since July, and degraded sending on 1 October |
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| 337 | Payman Genie MCPPayman AI · HTTP API | Platforms | D | 53 | 3.5 (2) | n/a | n/a | Paid | OAuth | Hosted + local | ||
|
Banking and payment tools for agents. Its Genie MCP server supports bill payments, cards, transfers and other transactions within owner-defined limits. Top strength OAuth 2.1 with PKCE, two scopes, one-hour access tokens and refresh tokens rotated on every use and revoked on logout Top weakness No published pricing, status page, rate limits or changelog |
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| 338 | Recraft APIRecraft · Model API | Image | D | 53 | 3.5 (2) | n/a | n/a | $0.004 / call | OAuth or key | Hosted | ||
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Recraft's own image models (V2, V3, V4, V4.1, V4.1 Flash and V4 Styles) behind an OpenAI-compatible REST API. Top strength Native SVG vector generation, not traced raster Top weakness No changelog and no error reference |
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| 339 | Bolna API + MCPBolna · HTTP API | Voice agents | D | 52.9 | 2.5 (2) | n/a | n/a | Pay per use | API key | Hosted | ||
|
Voice-agent platform built for Indian languages and phone campaigns. Top strength Transcriber, LLM and voice chosen per agent, or one OpenAI Realtime or Gemini Live model Top weakness Unsigned webhooks and tool calls, IP allowlisting only |
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| 340 | Framer Server APIFramer · HTTP API | Design | D | 52.8 | 3.0 (2) | n/a | n/a | $10 / mo | API key | Local | ||
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Framer is a website builder with a design canvas. Top strength Same surface as the Plugin API, so canvas nodes, components, code files and CMS are writable Top weakness No REST endpoints and no official MCP server. You need Node 22 and the |
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| 341 | Whimsical MCPWhimsical · MCP server | Diagrams | D | 52.7 | 3.0 (2) | n/a | n/a | $10 / seat-mo | OAuth | Hosted | ||
|
Official hosted MCP server for the Whimsical workspace. Top strength OAuth 2.1 with PKCE and separate read and write scopes Top weakness No API keys, so it can't run headless or in CI |
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| 342 | Invoice Ninja APIInvoice Ninja · HTTP API | Accounting | D | 52.4 | 2.5 (2) | n/a | n/a | $14 / mo | API key | Hosted | ||
|
Source-available invoicing platform (Laravel) you can self-host or use hosted at invoicing.co. Top strength OpenAPI 3 spec with 379 operations and curl and PHP examples on each path Top weakness No general ledger, journals or balance sheet, so the bookkeeping half of the category test can't be done |
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| 343 | 360dialog WhatsApp API + MCP360dialog · HTTP API | Messaging | D | 52.2 | 3.0 (2) | n/a | n/a | $59 / mo | OAuth or key | Hosted | ||
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WhatsApp Business Solution Provider with a Cloud API proxy for sending and receiving WhatsApp messages, billed per number per month with Meta's fees passed through. Top strength Meta's per-message fees passed through at cost, plus a flat €49 to €249 a number a month Top weakness No changelog, official SDK or standalone OpenAPI download |
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| 344 | Git (MCP reference server)MCP project (reference servers) · MCP server | Code | D | 52.1 | 2.5 (2) | n/a | n/a | Free · OSS | None | Local | ||
|
Python reference server for reading and changing local Git repositories through twelve tools (status, staged and unstaged diffs, diff against a ref, add, commit, reset, log, create branch, checkout, show, branch list). `git_init` was removed in September 2025. Top strength Twelve tools of about 1,400 tokens in total, each with Top weakness Four advisories in the last year (argument injection, path validation, |
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| 345 | Open WebUIOpen WebUI Inc. · Model platform | Local AI | D | 52 | 2.5 (2) | n/a | n/a | Free | API key | Local | ||
|
Self-hosted web interface for chatting with models, from Open WebUI Inc., with a Python (FastAPI) back end and a Svelte front end. Top strength Five releases in the 90 days to 3 October 2026, each with a dated changelog entry that warns of database migrations Top weakness API keys are off by default, and each user gets one key with no scopes or expiry |
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| 346 | VoximplantVoximplant · HTTP API | Calling | D | 51.9 | 3.0 (2) | n/a | n/a | $1.50 / mo | OAuth or key | Hosted | ||
|
Serverless platform for programmable calling. Top strength Call logic runs next to the media, with connectors for the main speech-to-speech models at $0.004 a minute Top weakness Scenarios are VoxEngine JavaScript with their own limits (16 MB memory, 1-second callbacks) |
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| 347 | UnslothUnsloth · Agent framework | Fine-tuning | D | 51.7 | 3.5 (2) | n/a | n/a | Free · OSS | None | Library | ||
|
Open-source library, web UI (Studio) and desktop app for LoRA, QLoRA, full fine-tuning and RL (GRPO, DPO, ORPO) of open models on your own GPU, from 3 GB of VRAM. Top strength Free and open source, Apache-2.0 core, with the weights staying on your hardware Top weakness Not a hosted service; you bring and pay for the GPU |
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| 348 | Fish Audio Voice Cloning APIFish Audio · Model API | Cloning | D | 51.5 | 2.5 (2) | n/a | n/a | $0.01 / call | API key | Hosted | ||
|
Fish Audio's API creates reusable voice clones from audio samples and generates candidate voices from text prompts. Top strength Usable clone from about 10 seconds of audio, available as soon as it's created Top weakness No consent or speaker verification in the API |
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| 349 | JanMenlo Research · Model platform | Local AI | D | 51.4 | 2.0 (2) | n/a | n/a | Free · OSS | API key | Local | ||
|
Open-source desktop app for running models locally or connecting to cloud models with the user's API keys. Top strength Apache-2.0, with installers for macOS, Windows and Linux plus Flathub and the Microsoft Store Top weakness No release since 0.8.4 on 23 July 2026, while a security fix waits on main |
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| 350 | PusharyPushary · MCP server | Human approval | D | 51.4 | 2.5 (2) | n/a | n/a | $9.99 / mo | API key | Hosted | ||
|
Hosted MCP server that lets a coding agent notify you and ask you a yes or no, multiple-choice or free-text question on your phone, Mac, Slack or browser, then wait for the answer. Top strength Six small tools with a detailed skill that says when to ask, when to notify and when to stay quiet Top weakness No free plan, and the 3-day trial takes a card up front |
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| 351 | SearchAPI.ioSearchApi · HTTP API | Search | D | 51.4 | 3.0 (2) | n/a | n/a | $4 / 1k req | OAuth or key | Hosted | ||
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SERP scraping API returning parsed JSON from Google and its verticals, Bing, Baidu, Yandex, DuckDuckGo, YouTube, Amazon, TikTok, ad libraries and travel sites, over 150 engine endpoints behind one GET URL. Top strength 99.9% SLA on every plan and no incidents on the status page since August Top weakness MCP exposes over 100 tools with no toolsets |
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| 352 | Synthflow API + MCPSynthflow · HTTP API | Voice agents | D | 51.3 | 2.0 (2) | n/a | n/a | Paid | OAuth or key | Hosted | ||
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Enterprise voice-agent platform built around a no-code Flow Designer and prompt builder, with a REST Platform API and a hosted MCP server. Top strength Changelog entries almost daily, ten between 7 September and 1 October 2026 Top weakness Sales-led only, contracts from $30,000 a year, no free tier |
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| 353 | Gorgias API + MCPGorgias · HTTP API | Support | D | 51.2 | 2.5 (2) | n/a | n/a | $10 / mo | OAuth or key | Hosted | ||
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Helpdesk for ecommerce brands, priced by tickets a month rather than per agent, with a REST API over tickets, messages, customers and integrations and an official hosted MCP server in open beta. Top strength OAuth2 apps choose read or write per resource across 14 scope pairs Top weakness MCP server is in beta, publishes no tool list and can edit rules and AI Agent settings |
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| 354 | TinkerThinking Machines Lab · SDK + MCP | Fine-tuning | D | 51.2 | 3.5 (2) | n/a | n/a | Pay per use | API key | Local | ||
|
Thinking Machines Lab's API for model training. Top strength Full control of the training loop with the GPUs abstracted away, plus recipes for SFT, DPO, RL and distillation Top weakness LoRA only; no full-parameter training |
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| 355 | Dropcontact API + MCPDropcontact · HTTP API | Leads | D | 51.1 | 3.5 (2) | n/a | n/a | Paid | OAuth or key | Hosted | ||
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Batch contact enrichment from a name and company. Top strength Pay on success, with credits refunded when no email is found Top weakness No OpenAPI spec, llms.txt or changelog |
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| 356 | Prospeo API + MCPProspeo · HTTP API | Leads | D | 51.1 | 3.5 (2) | n/a | n/a | $49 / mo | OAuth or key | Hosted + local | ||
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Person and company search over a B2B database of 200M+ contacts, and enrichment that returns verified emails and mobiles for people and 50+ data points for companies. Top strength MCP tool descriptions say when to use each tool, its credit cost and the next call Top weakness No status page, SLA or changelog |
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| 357 | Resemble AI Text-to-Speech APIResemble AI · Model API | TTS | D | 50.6 | 2.0 (2) | n/a | n/a | $350 / mo | API key | Hosted | ||
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Resemble's TTS API on its current Resemble Ultra model, which the changelog says is powered by xAI. Top strength OpenAPI file in JSON and YAML, llms.txt and Markdown pages Top weakness Voices on any pre-Ultra model can't generate until upgraded, with no end-of-life date published |
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| 358 | Elastic Path API + MCPElastic Path · HTTP API | Commerce | D | 50.4 | 2.0 (2) | n/a | n/a | $4125 / mo | OAuth | Hosted + local | ||
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Hosted commerce platform for building custom shopping experiences. Top strength Cart, promotion code, checkout and order endpoints cover the whole test flow Top weakness MCP server exposes 95 tools with full CRUD, no read-only mode and no public source or licence |
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| 359 | HindsightVectorize · HTTP API | Memory | D | 50.4 | 3.0 (2) | n/a | n/a | $0.05 / call | OAuth or key | Hosted | ||
|
Memory engine for storing and retrieving information used by agents. Top strength Keys restricted to named banks, with expiry from an hour to a year and child-key revocation Top weakness Retain at $10 per million tokens is the priciest ingestion in this category |
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| 360 | Ideogram APIIdeogram · Model API | Image | D | 50.3 | 3.5 (2) | n/a | n/a | Pay per use | OAuth or key | Hosted | ||
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Ideogram's API for generating images, including images containing text. Top strength Text rendering and layout control are the model's focus Top weakness Six API incidents in 90 days, three on v3 endpoints between 23 and 29 September |
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| 361 | Replicate image modelsReplicate (Cloudflare) · Model platform | Image | D | 50.3 | 3.0 (2) | n/a | n/a | Pay per use | API key | Hosted + local | ||
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Model platform running official and community image models through one predictions API. Top strength Fixed per-image prices on official models, from $0.003 for FLUX.1 schnell Top weakness No changelog entry since 21 April 2026 and no npm client release since November 2025 |
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| 362 | Stable Audio APIStability AI · Model API | Music | D | 50.3 | 3.5 (2) | n/a | n/a | $0.26 / call | API key | Hosted | ||
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Stability AI's hosted Stable Audio endpoints for music and sound effects. Top strength Pay-as-you-go credits, $0.26 a 3.0 generation and $0.20 on 2.5, failures free Top weakness Stable Audio 3.0 is async only, with polling and no webhook, and inpaint stays on 2 and 2.5 |
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| 363 | Lambda CloudLambda · HTTP API | GPU compute | D | 50.1 | 3.0 (2) | n/a | n/a | Pay per use | API key | Hosted | ||
|
On-demand GPU virtual machines and clusters, with an API for provisioning compute and persistent storage. Top strength H100 SXM at $3.99 and B200 at $6.69 an hour with per-minute billing Top weakness No scale to zero, autoscaling or endpoints; an idle VM bills until terminated |
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| 364 | NOAA National Weather Service API (api.weather.gov)National Weather Service · HTTP API | Weather | D | 49.9 | 4.5 (2) | n/a | n/a | Free | None | Hosted | ||
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The US government's own forecast, alert and observation feed, free, keyless and public domain. Top strength Free, no key and no account, with public domain data Top weakness US and territories only |
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| 365 | Companies House APICompanies House · HTTP API | Data | D | 49.8 | 4.0 (2) | n/a | n/a | Free | API key | Hosted | ||
|
Free REST API for the UK register of companies, with officers, filing history, charges and persons with significant control. Top strength The statutory register itself, 5,516,377 companies in June 2026 Top weakness A person has to create the account and key |
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| 366 | Guardrails AIGuardrails AI (Harvey) · Agent framework | Guardrails | D | 49.8 | 2.0 (2) | n/a | n/a | Free · OSS | None | Library | ||
|
Open-source Python framework for validating LLM inputs and outputs, with configurable actions for failed checks and an API server. Top strength Guard and validator API that reads well, with an on_fail action per validator Top weakness Acquired by Harvey on 9 September 2026 with no statement on the library |
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| 367 | LibreTranslateLibreTranslate · HTTP API | Translation | D | 49.8 | 4.0 (2) | n/a | n/a | $29 / mo | API key | Hosted | ||
|
Open-source machine translation API built on Argos Translate models. Top strength Open source under AGPL-3.0, self-hosted with no text leaving your network Top weakness No status page, SLA or terms of service for the hosted API |
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| 368 | Mixpost API + MCPMixpost (Inovector) · HTTP API | Social | D | 49.7 | 2.0 (2) | n/a | n/a | Paid | Token | Local | ||
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Self-hosted Laravel package for social scheduling, with a REST API and a built-in MCP server on your own instance. Top strength One-off $299 licence with unlimited accounts and members, and a perpetual fallback licence Top weakness No API or MCP in the free Lite edition |
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| 369 | QuickBooks Online API + MCPIntuit · HTTP API | Accounting | D | 49.3 | 2.0 (2) | n/a | n/a | Your plan | OAuth | Hosted + local | ||
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Intuit's REST API for accessing QuickBooks Online accounting data. Top strength Official MCP server from Intuit with 145 tools and flags to remove write, update or delete tools Top weakness Rate limits, developer terms, partner tiers and deprecation rules are behind a JavaScript portal that returns nothing to a plain fetch |
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| 370 | Adobe Firefly APIAdobe · Model API | Image | D | 49.2 | 1.5 (2) | n/a | n/a | Paid | OAuth | Hosted | ||
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Adobe's Firefly image models (Image 3, Image 4 Standard and Ultra, Image 5) as async REST endpoints within Firefly Services. Top strength OAuth server-to-server credentials exchanged for 24-hour bearer tokens Top weakness Enterprise contract only. No self-serve sign-up and no public price list |
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| 371 | Google LyriaGoogle · Model API | Music | D | 49 | 3.5 (2) | n/a | n/a | $0.08 / call | API key | Hosted | ||
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Google's music generation models for full songs, short clips and streamed audio through the Gemini API. Top strength $0.08 a full song on Top weakness No free tier for Lyria, so billing is needed before the first call |
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| 372 | AccuWeather Core Weather API + MCPAccuWeather · HTTP API | Weather | D | 48.8 | 2.5 (2) | n/a | n/a | $2 / mo | API key | Hosted | ||
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Weather API for current conditions, forecasts, alerts and radar imagery, with an official read-only MCP server. Top strength Official hosted MCP server, 26 read-only tools, same key as the REST API Top weakness Terms forbid using the data to train, validate or otherwise inform any AI system |
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| 373 | Freshdesk API + MCPFreshworks · HTTP API | Support | D | 48.7 | 3.0 (2) | n/a | n/a | $19 / seat-mo | API key | Local | ||
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REST API (v2) for Freshdesk, the Freshworks helpdesk. Top strength Official MCP server GA since 10 September 2026, 37 tools covering tickets, replies, notes, contacts and solutions Top weakness MCP calls are metered, 1,200 a year on Growth, then $15 per 1,000 |
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| 374 | Luma AI APILuma AI · Model API | Video | D | 48.7 | 3.0 (2) | n/a | n/a | Pay per use | API key | Hosted | ||
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Luma's video API for its Ray 3.2 model (text-to-video, image-to-video with keyframes, video edit, extend and reframe) on the new Luma Agents API at agents.lumalabs.ai. Top strength Dollar prices per clip, $0.30 for 5 seconds at 720p, no credits to convert Top weakness Video rates are marked as subject to change before general availability |
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| 375 | PagerDuty MCP ServerPagerDuty · MCP server | Observability | D | 48.5 | 1.5 (2) | n/a | n/a | Your plan | OAuth or key | Hosted | ||
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PagerDuty's hosted MCP server at mcp.pagerduty.com (EU at mcp.eu.pagerduty.com) for incidents, services, schedules, on-call, escalation policies, alerts and analytics, with OAuth or API-key auth. Top strength Scoped OAuth with per-resource scopes and mandatory PKCE, or an API key in a header Top weakness No read-only mode on the hosted server, where the local one was read-only by default |
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| 376 | Post Bridge API + MCPPost Bridge · HTTP API | Social | D | 48.5 | 3.5 (2) | n/a | n/a | $39 / mo | OAuth or key | Hosted | ||
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Publishing-only scheduler with a REST API, a hosted MCP server and a CLI. Top strength Hosted MCP with OAuth 2.0, PKCE, dynamic client registration and six scopes, including read-only ones Top weakness Publishing only, with no comments, DMs or inbox, and analytics for TikTok, YouTube, Instagram and Facebook only |
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| 377 | Microsoft Learn MCP ServerMicrosoft · MCP server | Code | D | 48.1 | 3.5 (2) | n/a | n/a | Free | None | Hosted | ||
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Microsoft's hosted documentation server at learn.microsoft.com/api/mcp. Top strength No account, key or card, so an agent connects in one step Top weakness No status page, and the FAQ admits rate limits without giving numbers |
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| 378 | Galileo API + MCPGalileo (now Splunk Agent Observability, Cisco) · HTTP API | Evals | D | 48 | 2.5 (2) | n/a | n/a | $100 / mo | API key | Hosted | ||
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Hosted tracing, evaluation metrics and guardrails for LLM apps and agents, with a REST API, Python and TypeScript SDKs and an 8-tool MCP server in preview. Top strength OpenAPI 3.1 spec with 184 paths and 244 operations Top weakness No status page, no published rate limits and no SLA |
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| 379 | ClickSend SMS API + MCPClickSend (Sinch) · HTTP API | Messaging | D | 47.8 | 2.5 (2) | n/a | n/a | $3.53 / mo | API key | Hosted + local | ||
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Prepaid SMS and MMS API aimed at small businesses, part of Sinch, with RCS, voice, email and post on the same account. Top strength A keyless pricing endpoint returns per-country, per-tier SMS and MMS prices Top weakness The MCP logs the Basic auth header, which encodes the API key, to stderr on every request |
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| 380 | Crisp API + MCPCrisp · HTTP API | Support | D | 47.8 | 2.5 (2) | n/a | n/a | $45 / mo | OAuth or key | Hosted | ||
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Chat widget, shared inbox and helpdesk priced per workspace, with a REST API, RTM websocket API, webhooks and an official hosted MCP server at api.crisp.chat/mcp that reads and writes workspace data. Top strength Flat price per workspace, $45 a month for 4 seats on Mini, and a free plan with REST access Top weakness Crisp recommends the unscoped website token for the MCP server |
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| 381 | Paragon ActionKit + MCPParagon · HTTP API | Workflows | D | 47.8 | 2.0 (2) | n/a | n/a | Paid | OAuth or key | Hosted | ||
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Embedded integration platform for SaaS products. Top strength Per-end-user RS256 JWT on every call, with a hosted Connect Portal for OAuth Top weakness No published prices and no self-serve paid plan |
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| 382 | Pika APIPika (Mellis, Inc.) · Model API | Video | D | 47.8 | 4.0 (2) | n/a | n/a | $10 / mo | API key | Hosted | ||
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Pika's self-serve API for its video generation models. Top strength Keyless catalogue with live prices and JSON input schemas for 162 operations Top weakness $10 a month membership before any usage, and no free generation |
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| 383 | Vogent APIVogent · HTTP API | Voice agents | D | 47.4 | 2.0 (2) | n/a | n/a | Pay per use | API key | Hosted | ||
|
Phone voice-agent platform with its own conversational LLM, voices and IVR-navigation models alongside GPT. Top strength IVR detection and navigation models for outbound calls Top weakness No public changelog and no release found since January 2026 |
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| 384 | Enable BankingEnable Banking · HTTP API | Bank data | D | 47.3 | 3.0 (2) | n/a | n/a | Paid | OAuth or key | Hosted | ||
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Finnish open banking API (FIN-FSA registered AISP) covering 2,700-plus banks in about 30 European countries, with account information and payment initiation under Enable Banking's licence or your own eIDAS certificates. Top strength Restricted mode gives live data for your own whitelisted accounts before any contract Top weakness No public prices and a minimum monthly invoice |
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| 385 | AiderAider AI LLC · Agent harness | Harnesses | D | 47.1 | 1.0 (2) | n/a | n/a | Free · OSS | None | Local | ||
|
Terminal pair-programming tool that edits files in a local git repository through text edit formats rather than tool calls, builds a repo map with tree-sitter, and commits each change. Top strength Analytics opt-in and offered to 10 per cent of users, with a permanent opt-out and a local log Top weakness No release since 0.86.2 on 12 February 2026 and no commit since 22 May 2026 |
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| 386 | DeepSeek APIDeepSeek · Model API | Models | D | 47.1 | 2.0 (2) | n/a | n/a | from $0.30 / 1M in | API key | Hosted | ||
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Hangzhou lab's API for the V4 model family, in both OpenAI and Anthropic request formats, with off-peak pricing. Top strength Accepts both OpenAI and Anthropic request formats Top weakness 32 status incidents between 2026-07-22 and 2026-10-02, including a three-hour partial outage of the V4.1 Flash API on 2026-09-14 |
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| 387 | Helicone AI Gateway + MCPHelicone (Mintlify) · HTTP API | Evals | D | 47.1 | 2.0 (2) | n/a | n/a | $79 / mo | API key | Hosted + local | ||
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Open-source LLM observability that logs requests through an OpenAI-compatible gateway (100+ models, fallbacks, caching, rate limits) or async logging. Top strength One base-URL change gives logging, caching, fallbacks and rate limits for 100+ models Top weakness Security fixes on 30 August and 16 September 2026 closed cross-tenant access to other customers' decrypted provider keys and an admin takeover, disclosed only in commit messages |
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| 388 | Publer API + MCPPubler · HTTP API | Social | D | 47.1 | 3.0 (2) | n/a | n/a | $7 / mo | API key | Hosted | ||
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Scheduler with a REST API and an MCP server that are both limited to the Business and Enterprise plans. Top strength Scoped API keys (workspaces, accounts, posts, media, analytics) with 401 and 403 errors that name the missing scope or header Top weakness API and MCP only on Business and Enterprise, and the free plan has no API |
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| 389 | KoyebKoyeb · Model platform | GPU compute | D | 47 | 3.5 (2) | n/a | n/a | $29 / mo | Token | Hosted | ||
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Serverless platform for deploying applications and containers on CPU or GPU instances, with autoscaling and an API. Top strength H100 at $2.50 and H200 at $3.00 an hour, billed per second Top weakness Changelog silent since 27 February 2026 and no CLI release since 12 May 2026 |
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| 390 | Unstructured API + MCPUnstructured · HTTP API | Documents | D | 47 | 2.5 (2) | n/a | n/a | $15 / 1k pages | OAuth or key | Hosted | ||
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Unstructured Transform is a hosted parse and schema-extract API with an official hosted MCP server that partitions, chunks and embeds files. Top strength Apache-2.0 library partitions 45+ file types locally at no cost, tagged 11 times since 3 July Top weakness No status page, no published rate limits and no SLA |
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| 391 | CoinDesk Data APICoinDesk Data (formerly CCData / CryptoCompare) · HTTP API | Data | D | 46.9 | 2.5 (2) | n/a | n/a | Paid | API key | Hosted | ||
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Institutional market-data REST and WebSocket API covering spot, futures, options, reference-rate indices (CADLI, CCIX), asset metadata, on-chain data and news across 300+ exchanges, with an official hosted MCP server since May 2026. Top strength Official OpenAPI 3.0.3 document at data-api.coindesk.com/info/v1/openapi, with enums, examples and error responses from 400 to 503 Top weakness No free or trial access since 2026-05-21, and no x402, so a person has to buy a plan before an agent gets data |
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| 392 | Copper APICopper · HTTP API | CRM | D | 46.9 | 1.5 (2) | n/a | n/a | $59 / seat-mo | OAuth or key | Hosted | ||
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REST API for Copper, the CRM built around Google Workspace. Top strength Published limits of 180 requests a minute and 3 a second for bulk endpoints Top weakness No official MCP server, OpenAPI spec or llms.txt |
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| 393 | Salt Edge Account InformationSalt Edge · HTTP API | Bank data | D | 46.9 | 2.5 (2) | n/a | n/a | Paid | API key | Hosted | ||
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Open banking aggregator for account data and payments across international banks. Top strength 5,000-plus banks in more than 50 countries, by Salt Edge's own count Top weakness Rate limit exceeded returns HTTP 406 RateLimitExceeded, not 429 |
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| 394 | Murf Voice Cloning APIMurf · Model API | Cloning | D | 46.5 | 2.0 (2) | n/a | n/a | Paid | API key | Hosted | ||
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Murf's service for creating voices from audio samples, with instant cloning and a managed professional option. Top strength One sample of up to 30 seconds, ready in a few minutes Top weakness Enterprise only, with no self-serve or trial access |
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| 395 | Streak API + MCPStreak · HTTP API | CRM | D | 46.5 | 2.0 (2) | n/a | n/a | $49 / seat-mo | OAuth or key | Hosted | ||
|
Streak is a CRM that lives inside Gmail. Top strength MCP server is OAuth only and revocable from account settings Top weakness MCP tool list and count not published |
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| 396 | LocalGhostLocalGhost · Model platform | Local AI | E | 45.8 | none | n/a | n/a | Free · OSS | Token | Local | ||
|
Pre-release, open-source personal AI server that runs on hardware its owner keeps, started in London in December 2025. Top strength MIT for the server and the Android app, with no telemetry, analytics or crash-reporting library in either Top weakness No API, MCP server or SDK for agents, and every caller but the paired phone gets the same 503 as a box that is down |
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| 397 | FreshBooks APIFreshBooks · HTTP API | Accounting | E | 45.6 | 3.0 (2) | n/a | n/a | Your plan | OAuth | Hosted | ||
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REST API for FreshBooks, the invoicing-first accounting product for freelancers and small firms. Top strength OAuth scopes split read and write per resource, such as user:invoices:read Top weakness Rate limits have no numbers, status code or headers |
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| 398 | FlightClawFlightClaw · MCP server | Travel | E | 45.5 | 3.5 (2) | n/a | n/a | 5% fee | OAuth | Hosted + local | ||
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Hosted MCP server for booking flights from an agent. Top strength Hosted MCP at mcp.flightclaw.com/mcp with OAuth 2.1, PKCE and dynamic client registration, no API keys Top weakness Terms and privacy policy name no legal entity, address or governing law, and Companies House has no FlightClaw company |
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| 399 | Met Office Weather DataHub (Site Specific)Met Office · HTTP API | Weather | E | 45.5 | 3.0 (2) | n/a | n/a | Freemium | API key | Hosted | ||
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The UK national weather service's point forecast API. Top strength Statutory UK weather service, with a FAQ licence to copy, publish and adapt the data Top weakness No OpenAPI, llms.txt, SDK or MCP server |
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| 400 | Chroma API + MCPChroma · HTTP API | Retrieval | E | 45.4 | 3.0 (2) | n/a | n/a | $250 / mo | API key | Hosted + local | ||
|
Open-source retrieval database that runs in-process, as a local server or as Chroma Cloud, a serverless hosted service. Top strength Runs in-process, as a local server or serverless on Chroma Cloud with the same v2 API Top weakness CVE-2026-45829, CVSS 9.3, has no patched release more than four months after the advisory |
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| 401 | GuruGuru Technologies, Inc. · HTTP API | Knowledge | E | 45.3 | 2.0 (2) | n/a | n/a | Paid | OAuth or key | Hosted | ||
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Hosted knowledge platform from Guru Technologies, Inc. in Philadelphia. Top strength Hosted MCP server at https://mcp.api.getguru.com/mcp, registered as com.getguru/mcp-server in the official MCP registry Top weakness No public prices, plans or trial, and the pricing page sends everyone to sales |
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| 402 | Jina ReaderJina AI (Elastic) · HTTP API | Scrapers | E | 45.3 | 2.5 (2) | n/a | n/a | Pay per use | OAuth or key | Hosted | ||
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API that converts web pages and search results to Markdown for agents and applications. Top strength One URL prefix, no key needed, Markdown back Top weakness No price per token in any currency on the public page |
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| 403 | Brevo API + MCPBrevo · HTTP API | E | 45.2 | 2.0 (2) | n/a | n/a | $9 / mo | API key | Hosted | |||
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Transactional email over REST and SMTP relay, with inbound parsing, templates and webhooks, inside a wider marketing and CRM suite (formerly Sendinblue). Top strength POST /v3/smtp/email allows 1,000 requests a second on every plan Top weakness Eight 'multiple services' full outages on the status page since July |
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| 404 | TigrisTigris Data · HTTP API | Storage | E | 44.6 | 3.0 (2) | n/a | n/a | $0.005 / 1k req | OAuth or key | Hosted + local | ||
|
S3-compatible object storage that replicates objects towards where they're read, with no egress fees and one global endpoint (t3.storage.dev). Top strength No egress fees, and one endpoint (t3.storage.dev) with region auto for every location Top weakness 16 status incidents between 4 July and 2 October 2026, including outages in US regions on 31 July and 2 August |
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| 405 | Adobe Photoshop APIAdobe · HTTP API | Assets | E | 44.1 | 1.5 (2) | n/a | n/a | Paid | OAuth | Hosted | ||
|
Photoshop as an async REST service inside Firefly Services. Top strength Edits real PSDs, including text layers, smart objects, layer effects, groups and artboards Top weakness Enterprise contract only. No self-serve sign-up, free tier or public price |
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| 406 | Scrape.doScrape.do · HTTP API | Scrapers | E | 44 | 3.5 (2) | n/a | n/a | $29 / mo | API key | Hosted | ||
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Single GET endpoint that fetches a URL through rotating datacenter, residential or mobile proxies, with optional headless rendering, screenshots, markdown output and a proxy mode. Top strength $29 for 250,000 basic credits, and 429s, 502s and most failures aren't billed Top weakness Token travels in the query string on the main API |
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| 407 | gotoHumangotoHuman · HTTP API | Human approval | E | 43.9 | 2.0 (2) | n/a | n/a | $99 / mo | API key | Hosted + local | ||
|
Hosted review inbox for AI agents. Top strength Built for agent review, with TypeScript and Python SDKs, a 3-tool MCP server, an n8n node and a Make app Top weakness No status page, published rate limits or documented error responses |
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| 408 | Penpot API + MCPPenpot (Kaleidos) · HTTP API | Design | E | 43.8 | 2.5 (2) | n/a | n/a | $7 / seat-mo | Token | Hosted | ||
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Open-source design and prototyping tool, used as SaaS at design.penpot.app or self-hosted. Top strength MPL-2.0 and self-hostable, with API, webhooks and MCP on the free cloud plan Top weakness Personal access tokens have no scopes, and the hosted MCP key goes in a URL query string |
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| 409 | Placid API + MCPPlacid · HTTP API | Assets | E | 43.2 | 3.5 (2) | n/a | n/a | $19 / mo | API key | Hosted | ||
|
Template rendering to images, PDFs and videos through a REST API, a URL API and an MCP server, with an embeddable template editor SDK. Top strength Hyperping status page with separate App and API components and 90-day history Top weakness No OpenAPI, no llms.txt, and the MCP tool list isn't published |
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| 410 | TellerTeller · HTTP API | Bank data | E | 43 | 2.0 (2) | n/a | n/a | $0.10 / call | Token | Hosted | ||
|
US bank data API with published per-use prices and a free tier of 100 live connections. Top strength Per-unit prices published, with a free developer tier of 100 live connections Top weakness US only |
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| 411 | Expedia Group Rapid APIExpedia Group · HTTP API | Travel | E | 42.8 | 1.5 (2) | n/a | n/a | Your plan | API key | Hosted | ||
|
Expedia Group's lodging distribution API for partners, with shop, price check, book, change and cancel on Expedia's hotel inventory, plus content, geography and typeahead endpoints. Top strength Expedia's lodging inventory with shop, price check, book, change and cancel in one API Top weakness Partner application and site review before production, no self-serve keys |
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| 412 | PixVerse APIPixVerse · Model API | Video | E | 42.8 | 3.0 (2) | n/a | n/a | Pay per use | API key | Hosted + local | ||
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The PixVerse Platform API for PixVerse's own video models (C1, V6, V5.6 and older). Top strength V6 at about $0.04 a second at 720p, with audio and clips up to 15 seconds Top weakness Plan prices and the dollar value of a credit sit on a JavaScript-only billing page |
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| 413 | Nanonets API + MCPNanonets · HTTP API | Documents | E | 42.6 | 2.0 (2) | n/a | n/a | $100 / mo | OAuth or key | Hosted | ||
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OCR and field extraction from PDFs, scans and images. Top strength Extraction API returns Markdown, CSV or JSON, with named fields or a JSON schema Top weakness No public changelog and no dated release in the last 90 days |
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| 414 | Stability AI Image APIStability AI · Model API | Image | E | 42.6 | 3.0 (2) | n/a | n/a | $0.01 / credit | API key | Hosted | ||
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Stability AI's hosted REST API for image generation, editing and upscaling. Top strength Fixed price per call for every endpoint, published in credits Top weakness No new image model we could date since SD 3.5 Flash in July 2025 |
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| 415 | Soundverse APISoundverse Inc. · Model API | Music | E | 42.2 | 4.0 (2) | n/a | n/a | $0.12 / call | API key | Hosted | ||
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API for generating and editing music, vocals and sound effects, with stem separation and copyright checks. Top strength Songs with vocals, instrumentals, stems (2, 6 or 12), SFX and remix behind one endpoint Top weakness No status page, changelog or security.txt |
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| 416 | GoCardless Bank Account DataGoCardless · HTTP API | Bank data | E | 41.9 | 2.0 (2) | n/a | n/a | Paid | API key | Hosted | ||
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The former Nordigen account information API, now sold by GoCardless. Top strength UK plus every PSD2 country, up to 24 months of history, one API shape for all of them Top weakness No public price and no confirmed free plan |
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| 417 | Apiroc Unified Calendar APIApiroc · HTTP API | Scheduling | E | 41.3 | 2.0 (2) | n/a | n/a | $25 / mo | OAuth or key | Hosted | ||
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Unified calendar API over Google Calendar, Microsoft Outlook (Office 365, Exchange and Outlook.com) and iCloud. Top strength $0.50 per connected account a month after 50 on Pro, with unlimited requests Top weakness No status page history, changelog, OpenAPI spec, llms.txt or security.txt |
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| 418 | Mubert APIMubert · Model API | Music | E | 41.3 | 2.5 (2) | n/a | n/a | $49 / mo | OAuth or key | Hosted | ||
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Mubert's API for generating music. Top strength Hosted MCP server with 21 tools and OAuth 2.1 with PKCE, in the official registry under Top weakness Mubert Inc owns generated tracks, and the licence excludes artist releases, Content ID and stock marketplaces |
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| 419 | Snipcart API + MCPSnipcart (Duda) · HTTP API | Commerce | E | 41.2 | 1.5 (2) | n/a | n/a | 2% fee | API key | Hosted | ||
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Cart and checkout you add to any website with HTML attributes and a JavaScript widget. Top strength Hosted MCP server with 38 documented tools and a self-hostable Bun build Top weakness No server-side cart or checkout. Orders only come from the browser widget |
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| 420 | Ultravox Voice CloningUltravox (Fixie.ai) · Model API | Cloning | E | 41 | 2.5 (2) | n/a | n/a | $100 / mo | API key | Hosted | ||
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Instant voice cloning inside Ultravox Realtime. Top strength One multipart request with a 30 to 60 second sample Top weakness No consent or speaker verification, only a warranty in the terms |
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| 421 | Freshsales APIFreshworks · HTTP API | CRM | E | 40.8 | 2.0 (2) | n/a | n/a | $9 / seat-mo | API key | Local | ||
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REST API for Freshsales, the Freshworks sales CRM. Top strength Contact upsert and bulk upsert of up to 100 records make creates safe to retry Top weakness No MCP server for Freshsales |
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| 422 | Skyfire API + MCPSkyfire · HTTP API | Platforms | E | 40.6 | 2.0 (2) | n/a | n/a | Freemium | API key | Hosted | ||
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Identity and payments network for agents built on KYAPay tokens, signed JWTs that carry a verified identity (kya), a committed payment (pay), or both (kya-pay). Top strength Identity and payment travel in one signed JWT that sellers verify offline against a public JWKS Top weakness No x402 or MPP; both buyer and seller must be on Skyfire |
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| 423 | Vidu APIShengShu Technology · Model API | Video | E | 40.4 | 3.0 (2) | n/a | n/a | $0.005 / credit | API key | Hosted + local | ||
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ShengShu's Vidu models behind an async REST API. Top strength Q3 Turbo from $0.035 a second at 540p, about half that off-peak Top weakness No llms.txt, OpenAPI file or error-code reference |
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| 424 | Exotel Voice API + MCPExotel · HTTP API | Calling | E | 39.8 | 2.0 (2) | n/a | n/a | Pay per use | API key | Hosted | ||
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Indian cloud telephony API for click-to-call, call flows, virtual numbers (ExoPhones), SIP trunking and AgentStream, which streams call audio to your bot over WebSocket in both directions. Top strength Local Indian numbers and DLT and TRAI handling Top weakness Per-minute rates and plan prices not published |
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| 425 | ScrapingdogScrapingdog (OpenData Labs) · HTTP API | Scrapers | E | 39.3 | 3.0 (2) | n/a | n/a | $40 / mo | API key | Hosted + local | ||
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Web scraping API billed by credits. Top strength A plain request is 1 credit, about $0.20 per 1,000 on Lite Top weakness API key only travels in the URL query string |
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| 426 | KhojKhoj Inc. · Model platform | Local AI | E | 38.8 | 1.0 (2) | n/a | n/a | Free · OSS | OAuth or key | Local | ||
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Open-source personal AI application with a Python server and a web interface. Top strength AGPL-3.0-or-later, with the server, web app and Obsidian, Emacs and desktop clients in one public repository Top weakness No tagged release since 2.0.0-beta.28 on 26 March 2026 and no commit since 2 August |
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| 427 | Eraser API + MCPEraser · HTTP API | Diagrams | E | 38.7 | 3.0 (2) | n/a | n/a | $20 / seat-mo | OAuth or key | Hosted + local | ||
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Docs and diagrams workspace for engineers. Top strength Hosted MCP with OAuth and 41 tools, including Top weakness No status page, rate limits, SLA or changelog |
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| 428 | Metricool API + MCPMetricool · HTTP API | Social | E | 38.7 | 2.5 (2) | n/a | n/a | $25 / mo | OAuth or key | Hosted | ||
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Analytics-first social suite with a large REST API (553 paths) and a hosted OAuth MCP server. Top strength Hosted MCP with OAuth and separate mcp:read and mcp:write scopes, on every plan including Free Top weakness REST API only on Advanced ($67 a month) and Custom |
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| 429 | Loudly Music APILoudly GmbH · Model API | Music | E | 38.5 | 3.0 (2) | n/a | n/a | $0.15 / credit | API key | Hosted | ||
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Loudly's API for generating music for business applications. Top strength Public OpenAPI 3.0 spec with error schemas for 400, 402, 403, 404 and 500 Top weakness No status page, changelog, rate limits or 429 guidance |
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| 430 | PDF.co API + MCPPDF.co (Artifex Software) · HTTP API | E | 38.2 | 3.0 (2) | n/a | n/a | $9.99 / mo | API key | Hosted + local | |||
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Credit-billed REST API for merging, splitting, converting, filling and securing PDFs, plus PDF to text, CSV, JSON and Excel, template parsing and an AI invoice parser. Top strength OpenAPI 3.0.1 document with structured error bodies for 400 to 454, plus llms.txt and Markdown docs Top weakness No status page. status.pdf.co redirects to betterstack.com/uptime |
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| 431 | Booking.com Demand APIBooking.com · HTTP API | Travel | E | 38.1 | 1.5 (2) | n/a | n/a | Your plan | API key | Hosted | ||
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Booking.com's inventory for affiliates, from content-only through search, look and book to order management, across accommodation, cars, attractions and transfers. Top strength Search, look and book plus order management on Booking.com's accommodation inventory Top weakness Managed Affiliate Partner status required; no self-serve key |
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| 432 | Cloudviz APICloudviz · HTTP API | Diagrams | F | 37.9 | 2.5 (2) | n/a | n/a | $9.95 / seat-mo | API key | Hosted | ||
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Generates AWS architecture diagrams from a live account. Top strength Diagrams come from the live AWS account through a read-only cross-account role with a per-customer external ID Top weakness AWS only, and API access starts at the $49 a month Team plan |
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| 433 | Leonardo.Ai APILeonardo.Ai (Canva) · Model API | Image | F | 37.8 | 2.0 (2) | n/a | n/a | Pay per use | API key | Hosted | ||
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Leonardo's own Phoenix and Lucid image models alongside resold third-party ones (FLUX, GPT Image, Ideogram 3.0, Nano Banana, Seedream) through one v2 generations endpoint. Top strength Own models plus FLUX, GPT Image, Ideogram, Nano Banana and Seedream behind one endpoint Top weakness No per-image price list outside the logged-in calculator |
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| 434 | Lingvanex Translation APILingvanex · HTTP API | Translation | F | 37.2 | 2.5 (2) | n/a | n/a | Pay per use | API key | Hosted | ||
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Cloud machine translation API for text and HTML in about 110 languages, with auto-detection and transliteration, from a vendor that also sells on-premise translation servers. Top strength $5 per million characters list price Top weakness Product pages disagree on bulk and on-premise prices |
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| 435 | Hotelbeds Hotel Booking APIHotelbeds (HBX Group) · HTTP API | Travel | F | 36.7 | 2.5 (2) | n/a | n/a | Your plan | API key | Hosted | ||
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B2B hotel distribution API for availability, rates, bookings, cancellations and property content. Top strength Free evaluation key on registration, no card and no sales call Top weakness 50 requests a day on evaluation, and the 51st returns a 403 |
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| 436 | Postgres MCP ProCrystal DBA · MCP server | Databases | F | 36.7 | 2.5 (2) | n/a | n/a | Free · OSS | None | Local | ||
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PostgreSQL server with configurable read/write access plus DBA tooling (index tuning with hypopg, EXPLAIN analysis, top-query and workload analysis, health checks). Top strength Index tuning with hypopg, EXPLAIN with hypothetical indexes, top queries and seven health checks Top weakness No release since 0.3.0 on 16 May 2025, and |
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| 437 | letmeAnchor Terminal · HTTP API | Tool access | F | 36.7 | none | n/a | n/a | Free | None | Hosted | ||
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letme.dev selects tools for a task using Anchor Terminal's grades. Top strength No key, account or card to ask for a pick, over GET, POST or MCP, and every address we called answered without credentials Top weakness Calling through letme, the key and x402 top-ups are specified and not open (calling.open is false in every answer), so an agent still needs each tool's own key or x402 route |
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| 438 | GPT4AllNomic, Inc. · Model platform | Local AI | F | 36.3 | 1.0 (2) | n/a | n/a | Free · OSS | None | Local | ||
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Desktop app from Nomic that runs GGUF models on Windows, macOS and Linux through Nomic's fork of llama.cpp, on CPU or GPU, with LocalDocs for chatting over the owner's files using an on-device embedding model. Top strength MIT, with installers for Windows x64 and ARM64, macOS 12.6 or later and Linux, and published minimum and recommended hardware Top weakness No release since 24 February 2025 and no commit to main since 27 May 2025 |
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| 439 | Epsilla Vector DatabaseEpsilla · HTTP API | Retrieval | F | 36 | 1.5 (2) | n/a | n/a | $29 / mo | API key | Hosted | ||
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Open-source (GPL-3.0) vector database with dense and sparse vectors, built-in embedding, filters and hybrid search through client-side retrievers and an RRF reranker. Top strength GPL-3.0 server you can run from one Docker image Top weakness No tagged release since 29 November 2025 and no release notes since March 2025 |
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| 440 | ScrapingAntScrapingAnt (DATAANT) · HTTP API | Scrapers | F | 35.9 | 3.5 (2) | n/a | n/a | $19 / mo | API key | Hosted | ||
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Scraping API that runs each request in headless Chrome behind rotating datacenter or residential proxies, with markdown and AI extraction endpoints, a 3-tool hosted MCP server and standalone proxies billed by the GB. Top strength 10,000 free credits a month with no card Top weakness API Basics puts the key in the query string, so it lands in logs |
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| 441 | Cursor CLICursor · Agent harness | Harnesses | F | 35.8 | 1.5 (2) | n/a | n/a | $20 / mo | OAuth or key | Local | ||
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Cursor's coding agent in the terminal, run as `agent` (also `cursor-agent`). Top strength Allow and deny rules for shell, reads, writes, web fetches and MCP tools, with deny taking precedence Top weakness No CLI changelog, and versions are dates |
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| 442 | Mermaid Chart MCPMermaid Chart · MCP server | Diagrams | F | 31.7 | 2.5 (2) | n/a | n/a | $12 / seat-mo | OAuth or key | Hosted | ||
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Hosted MCP server for Mermaid diagrams from mermaid.ai. Top strength Validation and rendering work with no account or key Top weakness Docs list 9 tools while the live server listed 25, including undocumented GitHub, Jira and Notion helpers |
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| 443 | Puppeteer (archived MCP reference server)Archived Model Context Protocol (archived) · MCP server | Browser | F | 30.8 | 1.0 (2) | n/a | n/a | Free · OSS | None | Local | ||
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The original browser-automation reference server, driving Chrome through Puppeteer with screenshots and JavaScript evaluation. Top strength Seven tools in about 700 tokens, every input with a Top weakness Archived on 29 May 2025 with no security guarantees, and deprecated on npm |
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| 444 | UnderdogConway Research · Model platform | Local AI | F | 29.9 | 2.0 (2) | n/a | n/a | Free | None | Local | ||
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A personal AI from Conway Research that runs on the owner's Mac with Apple silicon. Top strength Apache-2.0 weights on Hugging Face for Underdog 27B 1.0, Woof 4B and 2B 1.1 and Bark 0.8B 1.0, with no gate Top weakness No API, MCP server, CLI or SDK of Conway's for agents, and the |
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| 445 | OneUp API + MCPOneUp · HTTP API | Social | F | 24.8 | 1.5 (2) | n/a | n/a | $25 / mo | API key | Hosted | ||
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Social scheduler with a JSON API and a hosted MCP server. Top strength API and MCP on every plan from $25 a month ($15 billed yearly) Top weakness API key in the query string on REST and in the MCP URL, with no scopes |
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| 446 | SerperSerper · HTTP API | Search | F | 24.3 | 2.5 (2) | n/a | n/a | $1 / 1k req | API key | Hosted | ||
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API for retrieving Google search results. Top strength $0.30 to $1.00 per 1,000 queries on prepaid packs, with no subscription Top weakness No status page, SLA or incident history |
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| 447 | Beatoven.ai APIBeatoven.ai · Model API | Music | F | 22.2 | 2.0 (2) | n/a | n/a | Paid | API key | Hosted | ||
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Composition API for Beatoven's maestro model. Top strength Four stems (bass, chords, melody, percussion) returned with every track at no extra call Top weakness No API price, free tier or rate limits published |
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| 448 | Kling AI APIKling AI (Kuaishou) · Model API | Video | F | 22 | 2.5 (2) | n/a | n/a | Pay per use | API key | Hosted | ||
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Kuaishou's developer API for its Kling video models (Kling 3.0, 3.0 Omni, Video O1, 2.6, 2.5 Turbo and older). Top strength Kling 3.0 from $0.084 a second, with audio from $0.126 Top weakness Developer docs, API terms and pricing render only with JavaScript |
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| 449 | PostgreSQL (archived MCP reference server)Archived Model Context Protocol (archived) · MCP server | Databases | F | 18.6 | 1.5 (2) | n/a | n/a | Free · OSS | None | Local | ||
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Archived PostgreSQL reference MCP server for SQL queries. Its read-only transaction wrapper has a documented bypass. Top strength One tool of about 180 characters, cheap to load into context Top weakness The read-only transaction can be escaped with a multi-statement query, disclosed in August 2025 and never fixed |
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| 450 | ZeroEntropy zerank and zembedZeroEntropy · HTTP API | Embeddings | F | 13.8 | 1.0 (2) | n/a | n/a | Pay per use | API key | Hosted | ||
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Discontinued retrieval API acquired by Notion. Its embedding and reranking models remain available as open weights for self-hosting. Top strength All four models now open weights under Apache 2.0 on Hugging Face Top weakness The hosted API was discontinued after 4 September 2026 and signups closed on 24 July 2026 |
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| 451 | SOUNDRAW APISOUNDRAW Inc. · Model API | Music | F | 12.5 | 1.5 (2) | n/a | n/a | $29.99 / mo | API key | Local | ||
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Tokyo-based SOUNDRAW's B2B API for royalty-free instrumental background music chosen by genre, mood, theme and length, built into Canva and Filmora. Top strength Trained only on in-house compositions, per SOUNDRAW Top weakness No public API docs, OpenAPI spec, SDK or changelog |
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| shut | OpenAI Sora APIShut down 2026-09-24 OpenAI · Model API | Video | F | 9.7 | 1.0 (2) | n/a | n/a | Pay per use | API key | Hosted | ||
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Discontinued OpenAI video generation API for the Sora 2 and Sora 2 Pro models. Top strength Six months' notice, from 24 March to 24 September 2026 Top weakness Shut down on 2026-09-24, so every call fails |
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| 452 | OverclockOverclock · Model platform | Knowledge | F | 7.7 | 1.0 (2) | n/a | n/a | Paid | OAuth | Local | ||
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Hosted enterprise knowledge platform from Overclock Technologies Limited, a UK company incorporated on 22 July 2026. Top strength The privacy policy says Drive access is read-only and limited to folders a user selects, and Gmail access is read-only Top weakness No public docs, MCP tool definitions, endpoint or llms.txt |
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| shut | BaserunShut down 2024-09-30 Baserun · HTTP API | Evals | F | 7.3 | 1.0 (2) | n/a | n/a | $49 / seat-mo | API key | Hosted | ||
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Discontinued LLM testing and monitoring platform with Python and JavaScript SDKs for tracing model calls. Top strength SDKs were MIT licensed and the Python source is still public at github.com/baserun-ai/baserun-py Top weakness Service offline since late 2024. api.baserun.ai doesn't resolve and app.baserun.ai serves an expired certificate |
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| shut | Google ImagenShut down 2026-08-17 Google · Model API | Image | F | 7.2 | 1.0 (2) | n/a | n/a | Pay per use | API key | Hosted | ||
|
Discontinued Google image generation models, formerly available through the Gemini API and Vertex AI. Top strength Shutdown dates were published in the Gemini API changelog and the Vertex AI release notes, with replacements named Top weakness Discontinued. Calls to imagen model names fail on both the Gemini API and Vertex AI |
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| shut | PlayHT Text-to-Speech APIShut down 2025-12-31 PlayHT · Model API | TTS | F | 4.2 | 1.0 (2) | n/a | n/a | Paid | API key | Hosted | ||
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Discontinued text-to-speech API from PlayHT, formerly supporting streaming audio and batch generation. Top strength The old API reference is still readable at docs.play.ht for anyone porting code Top weakness api.play.ht doesn't resolve, so every call fails |
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| shut | PlayHT Voice Cloning APIShut down 2025-12-31 PlayHT · Model API | Cloning | F | 4.2 | 1.0 (2) | n/a | n/a | Paid | API key | Hosted | ||
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Discontinued PlayHT service for creating voices from uploaded audio samples. Top strength The API reference is still readable at docs.play.ht, useful for mapping old integrations Top weakness Shut down, api.play.ht doesn't resolve |
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Every listing is scored 0 to 100 and given a grade from AA to F. In the October 2026 research run, 7 of the 9 weighted categories are scored from public evidence (status history, docs, pricing, terms, source and security pages) against a published checklist, with the reason and sources for every score on the listing. Performance and Task success wait for our probes and task suites, so their weight is shared across the rest until they run. Negative events deduct up to 15 points. Read the methodology.
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