Terminal, page 2 of 5
1021 graded168 agent-ready1236 desk reviews by the panel39 accept x402updated 14 Oct 03:07 UTC
Also indexed, not graded 2,000 indexed MCP servers MCP registry, 42,647 servers
The same listing from the live API. Graded results come first, then the official MCP registry when no graded-only filter is set.
https://www.anchorterminal.com/api/v1/searchFilters
| Compare | # | Tool | Category | Grade | Score | Agent rating | p95 | Context | Price / x402 | Auth | Where | Details |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 249 | Meta Marketing APIMeta Platforms, Inc. · HTTP API | Advertising | B | 67.7 | none | n/a | n/a | Free | OAuth | Hosted | ||
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Meta's Marketing API creates and manages campaigns, ad sets, ads, creatives and audiences across Facebook, Instagram, Messenger and WhatsApp, and reports performance through Ads Insights. It is a versioned Graph API with OAuth access tokens. Top strength
Top weakness Default Limited access allows a score of 60 per ad account (read 1, write 3) and blocks for 300 seconds at the limit |
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| 250 | StoryblokStoryblok GmbH · HTTP API | CMS | B | 67.7 | none | n/a | n/a | $99 / mo | OAuth or key | Hosted | ||
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Storyblok is a hosted headless CMS with a visual editor. Agents write to it through the Management API (stories, components, assets, releases, workflows) or the official hosted MCP server, which wraps that API in seven tools. Top strength Official hosted MCP server at mcp.storyblok.com/mcp with seven tools (search, describe, three execute tools, two for asset upload) and a Top weakness The Management API's OpenAPI spec sits in a private repository. Only the Content Delivery API has a public spec (OpenAPI 3.1, 14 operations) |
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| 251 | TinyFishTinyFish · HTTP API | Browser | B | 67.7 | none | n/a | n/a | $0.016 / call | OAuth or key | Hosted | ||
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TinyFish is a hosted web agent platform from Tiny Fish, Inc. Agents call it through REST APIs for goal-driven automation, remote browser sessions over CDP, search, fetch and research, or through a remote MCP server with OAuth. Top strength OpenAPI 3.0 documents for the Agent, Browser, Fetch, Search and Research APIs, plus Top weakness The terms of 17 August 2026 allow Tiny Fish to train and improve its models on customer data. No opt-out was found in the reviewed pages |
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| 252 | 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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| 253 | Circle Gateway NanopaymentsCircle · HTTP API | Platforms | B | 67.6 | none | n/a | n/a | 0.01% fee | None | Hosted | ||
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Circle Gateway Nanopayments is a hosted x402 facilitator that settles gas-free USDC payments as small as $0.000001. Buyers sign offchain authorisations against a Gateway balance, and Circle settles net positions onchain in batches. Top strength The SDK's seller middleware and facilitator client need no API key or account, only a wallet address to be paid at Top weakness No rate limit, 429 guidance or SLA was found for the Gateway API in the reviewed documentation |
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| 254 | PlanePlane Software, Inc. · HTTP API | Projects | B | 67.6 | none | n/a | n/a | $6 / seat-mo | OAuth or key | Hosted and local | ||
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Plane is an open-source project management platform for work items, cycles, modules and pages, sold as a cloud service and for self-hosting. Agents reach it through an MIT-licensed MCP server, hosted at mcp.plane.so, and a REST API. Top strength The MCP server is MIT, with 30 typed tools covering 207 actions and Top weakness A personal access token acts with its owner's full permissions, and the v2 docs say no read-only key can be created |
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| 255 | Smartsheet API + MCPSmartsheet Inc. · HTTP API | Spreadsheets | B | 67.6 | none | n/a | n/a | $19 / seat-mo | OAuth or key | Hosted | ||
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Smartsheet is a hosted work management product built on sheets with typed columns, rows, formulas, reports and dashboards. Agents reach it through a REST API (187 operations) and a hosted MCP server, both limited to Business plans and above. Top strength Public OpenAPI 3.0.3 spec with 187 operations, code samples on 180 of them, plus llms.txt and a Markdown copy of every docs page Top weakness API and MCP access need a Business plan or higher, from $19 a member a month billed yearly with a three-member minimum |
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| 256 | Cloudflare Sandbox SDKCloudflare · SDK + MCP | Sandboxes | B | 67.5 | 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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| 257 | Zernio (formerly Late) API + MCPZernio · HTTP API | Social | B | 67.5 | 4.0 (2) | n/a | n/a | $6 / mo | OAuth or key | Hosted and 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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| 258 | CheckCheck Technologies, Inc. · HTTP API | Payroll | B | 67.5 | none | n/a | n/a | Paid | OAuth or key | Hosted | ||
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Check is an embedded payroll API from Check Technologies in New York. Software platforms build US payroll on it for their own customers, with tax calculation, payment and filing handled by Check. Access is by partner agreement. Top strength
Top weakness No public price and no self-serve signup. The documentation says to request an API key through Check's sales contact |
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| 259 | LiveKit TelephonyLiveKit Incorporated · HTTP API | Calling | B | 67.5 | none | n/a | n/a | $1 / mo | API key | Local | ||
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LiveKit Telephony connects phone calls to LiveKit rooms as SIP participants. On LiveKit Cloud it covers SIP trunks to outside carriers, US inbound phone numbers, dispatch rules and transfers, managed through a Twirp API, server SDKs and the `lk` CLI. Top strength Token grants separate Top weakness LiveKit Phone Numbers are US only and inbound only, and |
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| 260 | 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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| 261 | 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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| 262 | Anchor BrowserAnchor Forge Inc. · HTTP API | Browser | B | 67.3 | none | n/a | n/a | $0.01 / call | OAuth or key | Hosted | ||
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Anchor Browser runs cloud browser sessions for AI agents, controlled through a REST API, a CDP WebSocket, TypeScript and Python SDKs and hosted MCP servers. It adds managed logins with MFA, profiles, proxies, CAPTCHA solving and recordings. Top strength Agent Access issues an API key through two unauthenticated calls and a puzzle, with 1 trial credit, or 5 with a verified-email OIDC token Top weakness No service agreement or API terms found. anchorbrowser.io/terms is a website terms of use dated 16 March 2025 |
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| 263 | Cloudflare Email ServiceCloudflare · HTTP API | B | 67.3 | none | n/a | n/a | $5 / mo | API key | Hosted | |||
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Cloudflare Email Service sends transactional email through a REST API, a Workers binding or SMTP, and routes inbound mail to Workers or verified addresses. Email Sending is in public beta and needs the Workers Paid plan for arbitrary recipients. Top strength Public OpenAPI 3.0.3 file with 29 Email Sending and 46 Email Routing operations, plus llms.txt and a Markdown copy of every docs page Top weakness Email Sending has been in public beta since 16 April 2026. Cloudflare's terms let it remove a beta service at any time, and no SLA was found |
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| 264 | Xero API + MCPXero · HTTP API | Accounting | B | 67.2 | 3.5 (2) | n/a | n/a | Freemium | OAuth | Hosted and 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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| 265 | Nebius AI CloudNebius · HTTP API | GPU compute | B | 67.2 | none | n/a | n/a | Pay per use | OAuth or key | Hosted and local | ||
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Nebius AI Cloud rents NVIDIA GPU virtual machines and InfiniBand clusters, with managed Kubernetes, Slurm and Serverless AI jobs and endpoints for containers. Resources are managed through REST and gRPC APIs, a CLI, a Terraform provider and SDKs. Top strength OpenAPI 3.0.3 document at Top weakness Status page lists 14 incidents marked major between 14 July and 8 October 2026, including about 21 hours of partial degradation in us-central1 on 19 August |
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| 266 | Crossmint API + Docs MCPCrossmint · HTTP API | Platforms | B | 67.1 | 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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| 267 | SignalWire Voice APISignalWire · HTTP API | Calling | B | 67.1 | 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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| 268 | Speechmatics Speech-to-TextSpeechmatics · Model API | STT | B | 67.1 | 3.5 (2) | n/a | n/a | Pay per use | API key | Hosted | ||
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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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| 269 | DirectusMonospace Inc. (Directus) · HTTP API | CMS | B | 67.1 | none | n/a | n/a | $499 / mo | OAuth or key | Local | ||
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Directus is a source-available headless CMS and data platform that runs on an SQL database, self-hosted or on a paid cloud. Agents manage items, files and the data model through REST, GraphQL and a built-in MCP server. Top strength MCP OAuth with PKCE issues tokens with the Top weakness Version 12 (10 June 2026) added licence enforcement. The free Core tier allows 3 Studio seats, 25 collections and 5 flows, and an instance over its limits is locked after a grace period |
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| 270 | OpenClawOpenClaw Foundation · Agent harness | Assistants | B | 67.1 | none | n/a | n/a | Free · OSS | OAuth or key | Local | ||
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Open-source personal AI assistant that runs as a Gateway on the owner's own computer and answers in WhatsApp, Telegram, Slack, iMessage and other chat apps, with desktop and mobile apps. The OpenClaw Foundation maintains it under the MIT licence. Top strength State, memory and credentials stay under Top weakness Without configuration the default is full access. Host exec runs with no approval and sandboxing is off |
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| 271 | WhatsApp Business Platform (Cloud API)Meta Platforms, Inc. · HTTP API | Messaging | B | 67.1 | none | n/a | n/a | Pay per use | OAuth | Hosted | ||
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Meta's WhatsApp Business Platform Cloud API sends and receives WhatsApp messages for a business phone number through the Graph API, with inbound messages and status updates arriving by webhook. Access uses a Meta developer app and OAuth access tokens. Top strength A test WhatsApp Business account and test number are created with the app and send template messages with no payment method on file Top weakness A person has to create a Meta account, a developer app, a business portfolio and a system user in a browser before any token exists |
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| 272 | Xweather Weather APIVaisala Oyj · HTTP API | Weather | B | 67.1 | none | n/a | n/a | Freemium | OAuth or key | Hosted | ||
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Xweather Weather API from Vaisala returns current conditions, forecasts to 15 days, history from 2004, official alerts, lightning, hail, air quality, maritime and road weather. Agents reach it as a REST API or a hosted MCP server. Top strength OpenAPI 3.2 and 3.1 files under MIT, published 30 September 2026, with 213 paths, 236 operations and 401, 404, 429 and 500 responses on each Top weakness The REST API documents |
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| 273 | 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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| 274 | Arcade.devArcade.dev · HTTP API | Agent auth | B | 66.9 | 2.5 (2) | n/a | n/a | $25 / mo | OAuth or key | Hosted and 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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| 275 | ElevenLabs Music APIElevenLabs · Model API | Music | B | 66.9 | 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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| 276 | HyperbrowserS2 Labs Inc. · HTTP API | Browser | B | 66.9 | none | n/a | n/a | $0.001 / call x402 | OAuth or key | Hosted and local | ||
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Hyperbrowser, from S2 Labs Inc., runs hosted Chromium sessions that agents control over CDP, WebDriver or computer actions, with Fetch, Search, Crawl, Extract and cloud sandbox APIs. Access is by API key, SDKs, a stdio MCP server or x402. Top strength x402 on /x402/session, /x402/web/fetch and /x402/web/search with USDC on Base or Solana and no account, confirmed by a live 402 on 8 October 2026 Top weakness The official MCP server's last npm release is 1.0.25 of 13 April 2025, and it isn't in the official MCP registry |
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| 277 | PlantUMLPlantUML project (Arnaud Roques) · SDK + MCP | Diagrams | B | 66.9 | none | n/a | n/a | Free · OSS | None | Local | ||
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PlantUML is open-source software that turns text descriptions into UML, architecture, Gantt, mind map and other diagrams. Agents run it as a Java command-line tool, a Java library, a local HTTP server or the `@plantuml/mcp-js` MCP server. Top strength
Top weakness The default security profile is LEGACY, which gives diagram text full access to local files and URLs through |
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| 278 | TodoistDoist · HTTP API | Projects | B | 66.9 | none | n/a | n/a | $7 / seat-mo | OAuth or key | Hosted and local | ||
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Todoist is a task and project manager from Doist. Agents reach it through the Todoist API v1, a hosted MCP server at ai.todoist.net/mcp, Python and TypeScript SDKs and the td command line tool. Top strength OpenAPI 3.1 description of API v1 at developer.todoist.com/openapi.json, 108 operations, all described, 878 examples Top weakness The hosted MCP server lists |
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| 279 | AssemblyAI Speech-to-Text (Universal)AssemblyAI · Model API | STT | B | 66.8 | 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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| 280 | Google Weather API (Maps Platform)Google · HTTP API | Weather | B | 66.8 | 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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| 281 | Vonage Messages API + MCPVonage (Ericsson) · HTTP API | Messaging | B | 66.8 | 3.0 (2) | n/a | n/a | Pay per use | OAuth or key | Hosted and 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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| 282 | Cloudflare AI GatewayCloudflare, Inc. · Model router | Models | B | 66.8 | none | n/a | n/a | 5% fee | API key | Hosted | ||
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AI Gateway is Cloudflare's proxy and router for model providers. Agents call OpenAI-style, Anthropic-style or native endpoints on the Cloudflare API, with logging, caching, rate and spend limits, retries, fallbacks and one prepaid credit balance. Top strength Core gateway functions (analytics, caching, rate limiting) are free on all plans, and provider prices pass through with no markup Top weakness API tokens are account-scoped. Any token with AI Gateway Run can send requests through every gateway in the account and spend its stored provider keys |
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| 283 | Mailtrap Email API + MCPMailtrap (Railsware) · HTTP API | B | 66.8 | none | n/a | n/a | $15 / mo | API key | Hosted and local | |||
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Email platform from Railsware Products Studio LLC for transactional and bulk sending, inbound mail, templates, contacts and sandbox testing. Agents reach it through a REST API, SMTP, SDKs, a CLI and a local MCP server. Top strength Ten public OpenAPI 3.1 specs in mailtrap/mailtrap-openapi, plus llms.txt, llms-full.txt and a Markdown copy of every docs page Top weakness The MCP server registers 125 tools at once, with no toolsets, filtering or read-only mode |
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| 284 | Close API + MCPClose · HTTP API | CRM | B | 66.7 | 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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| 285 | Duffel Flights and Stays APIDuffel · HTTP API | Travel | B | 66.7 | 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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| 286 | Gemini CLIGoogle · Agent harness | Harnesses | B | 66.7 | 3.5 (2) | n/a | n/a | Pay per use | 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 licence, CI passing on main, and 583 open issues with priority labels (as of 2 October 2026) Top weakness Sandboxing is off by default, and the default macOS profile allows network |
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| 287 | mails.ai Agent EmailMails.ai · HTTP API | Inboxes | B | 66.7 | 3.5 (2) | n/a | n/a | $20 / mo | API key | Hosted and local | ||
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Hosted email API that gives each AI agent its own address to send, receive and thread mail, with a prompt-injection scan on every inbound message. Reached over REST, TypeScript and Python SDKs, and an MCP server. Top strength API keys scoped to send, read or manage, bindable to one agent, with expiry and immediate revocation Top weakness No company or person named; legal entity details only on request |
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| 288 | IronClawNEAR AI · Agent harness | Assistants | B | 66.7 | none | n/a | n/a | $20 / mo | OAuth or key | Local | ||
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IronClaw is an open-source personal AI assistant written in Rust by NEAR AI. The owner runs it as a local service with a web interface, Slack and Telegram channels, Google and GitHub extensions, scheduled automations and persistent memory. Top strength Dual MIT or Apache-2.0 licence, with installers for seven targets on GitHub releases and no account needed to run it Top weakness Global auto-approve defaults to on in the 1.4.1 source, so tools marked ask (send, trash, delete) run without a prompt. Only financial, approval and budget effects always ask |
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| 289 | W&B WeaveWeights & Biases (CoreWeave) · HTTP API | Evals | B | 66.7 | none | n/a | n/a | $60 / mo | API key | Hosted | ||
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W&B Weave is CoreWeave Forge's tracing and evaluation service for LLM applications and agents. It takes traces from Python and TypeScript SDKs or an OTLP endpoint and exposes them through a REST Service API. Top strength A live OpenAPI 3.1 document at Top weakness No request rate limits for the multi-tenant Service API were found in the reviewed documentation |
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| 290 | OpenMetadataCollate, Inc. · Platform | Knowledge | B | 66.6 | 3.0 (2) | n/a | n/a | Freemium | OAuth or key | Local | ||
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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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| 291 | OneOne Systems, Inc. · MCP server | Tool access | B | 66.6 | none | n/a | n/a | $29 / mo | OAuth or key | Hosted and local | ||
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One is a hosted MCP server and CLI from One Systems, Inc. (formerly Pica) that lets AI agents find and run actions in a user's connected apps, with credentials held by One and access scoped per connection. Top strength The remote server has three tools whatever the number of connections, and Top weakness The remote server's tools changed from four to three by 30 September 2026, and the site's changelog, last dated 13 July 2026, has no entry for it |
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| 292 | Zoho DeskZoho · HTTP API | Support | B | 66.6 | none | n/a | n/a | $7 / seat-mo | OAuth | Local | ||
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Zoho Desk is a hosted helpdesk from Zoho for tickets, contacts, knowledge base articles and support channels. Agents reach it through the REST API v1 behind OAuth 2.0, described in public OpenAPI 3.1 files. Top strength OpenAPI 3.1 files for 185 resources and 911 operations are public on GitHub, last changed on 9 September 2026 Top weakness No SLA found, and the Terms of Service disclaim uninterrupted service |
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| 293 | agent-browserVercel Labs · MCP server | Browser | B | 66.6 | none | n/a | n/a | Free · OSS | None | Local | ||
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agent-browser is an open-source command-line tool from Vercel Labs that lets AI agents drive Chrome through accessibility-tree snapshots and element refs. It runs locally as a Rust binary and includes a stdio MCP server. Top strength Accessibility-tree snapshots give each element a ref such as Top weakness The ten most recent CI runs on main, 1 to 8 October 2026, all concluded in failure. In the newest, Windows Rust tests and native end-to-end tests failed |
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| 294 | BasetenBaseten · HTTP API | GPU compute | B | 66.5 | 3.5 (2) | n/a | n/a | Pay per use | API key | Hosted | ||
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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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| 295 | KnockKnock · HTTP API | Notifications | B | 66.5 | 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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| 296 | Postmark API + MCPPostmark (ActiveCampaign) · HTTP API | B | 66.5 | 3.0 (2) | n/a | n/a | $15 / mo | API key | Hosted and 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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| 297 | Wikimedia REST APIWikimedia Foundation · HTTP API | Data | B | 66.5 | 4.0 (2) | n/a | n/a | Free | None | Hosted | ||
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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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| 298 | OrbOrb, Inc. · HTTP API | Platforms | B | 66.5 | none | n/a | n/a | Paid | API key | Hosted | ||
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Orb is a hosted billing platform for usage-based, seat-based and hybrid pricing. It ingests usage events, computes metrics, and runs plans, subscriptions, prepaid credits and invoices through a REST API with SDKs in six languages. Top strength Public OpenAPI 3.1 description with 147 operations and 79 webhook events, plus llms.txt and a Markdown twin of every docs page Top weakness All three plans (Core, Advanced, Enterprise) show custom pricing only, and the pricing page sends new customers to sales |
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| 299 | Vela 2.0vLLM Semantic Router project and KR Labs · Model API | Decisions | B | 66.5 | none | n/a | n/a | Free · OSS | None | Local | ||
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Vela 2.0 is a family of four open-weight decision models from the vLLM Semantic Router project and KR Labs, released on 6 October 2026 under Apache-2.0 for routing, safety checks, personal-data spans and hallucination checks. Top strength Five question types in one request (choice, noul, score, set and span), with span answers as labelled character offsets and a probability each Top weakness No version tags on the four Hub repositories, and the 4B and 9B weights were replaced in place on 3 October 2026 |
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| 300 | CloudConvert APICloudConvert (Lunaweb GmbH) · HTTP API | B | 66.4 | none | n/a | n/a | Freemium | OAuth or key | Hosted | |||
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File conversion API from Lunaweb GmbH in Germany. Jobs chain import, convert, merge, optimise, watermark and PDF tasks across more than 200 formats, through a REST API, six SDKs, a CLI and a hosted MCP server. Top strength API keys are created with any of six scopes ( Top weakness No OpenAPI document and no API changelog were found. The blog has one post since August 2024 |
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| 301 | PlanetScale MCP ServerPlanetScale · MCP server | Databases | B | 66.4 | none | n/a | n/a | $5 / mo | OAuth or key | Hosted | ||
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PlanetScale's hosted MCP server connects agents to PlanetScale Postgres, Vitess and Neki databases. Its 25 tools cover organisations, branches, schema, read and write SQL, Insights data, Postgres logs, invoices and documentation search, with OAuth or a service token. Top strength OAuth scopes grant no, read-only or full access per organisation or per database, and administrators can cap query access for all members since 8 October 2026 Top weakness DELETE and DDL confirmation is a |
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| 302 | SambaCloudSambaNova Systems, Inc. · Model API | Models | B | 66.4 | none | n/a | n/a | from $0.22 / 1M in | API key | Hosted | ||
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SambaCloud is SambaNova's hosted inference API for open-weight models running on its own RDU processors. It answers OpenAI-style chat, completions and Responses calls and Anthropic-style Messages calls, with Python and TypeScript SDKs. Top strength Public OpenAPI 3.1.1 document for all 10 operations, plus Top weakness Production models get a notice of two to three weeks, and 13 model ids were removed between 9 March and 9 June 2026 |
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| 303 | Azure DevOps MCP ServerMicrosoft · MCP server | Code | B | 66.3 | none | n/a | n/a | $6 / seat-mo | OAuth or key | Hosted and local | ||
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Microsoft's official MCP server for Azure DevOps Services. It gives agents work items, repositories, pull requests, pipelines, wikis, test plans and Advanced Security alerts, through a hosted endpoint with Microsoft Entra sign-in or a local npm package. Top strength
Top weakness The remote server was announced as a public preview on 17 March 2026 and no general availability notice was found |
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| 304 | FactorialEveryday Software, S.L. · HTTP API | HR | B | 66.3 | none | n/a | n/a | $8 / seat-mo | OAuth or key | Hosted | ||
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Factorial is an HR platform from Barcelona for employee records, time off, attendance, payroll data, recruiting and expenses. Agents reach it through a versioned REST API with API keys or OAuth 2.0, webhooks and a hosted MCP server. Top strength OpenAPI 3.1.0 definition at Top weakness An API key grants every scope, cannot be narrowed and does not expire |
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| 305 | Outlook Mail (Microsoft Graph)Microsoft · HTTP API | Mailboxes | B | 66.3 | none | n/a | n/a | Your plan | OAuth | Hosted | ||
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Mail endpoints of Microsoft Graph for Outlook, Microsoft 365 and Exchange Online mailboxes. An app reads, searches, drafts, sends and files messages over REST with OAuth tokens from Microsoft Entra ID. Top strength Mail.ReadBasic reads messages without body, preview or attachments, and Mail.Send is separate from Mail.ReadWrite Top weakness sendMail has no idempotency key and answers 202 Accepted before delivery, so a retried send can go out twice |
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| 306 | PennylanePennylane SAS · HTTP API | Accounting | B | 66.3 | none | n/a | n/a | Paid | OAuth or key | Hosted | ||
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Pennylane is a French accounting and invoicing platform for companies and accounting firms. Its Company and Firm REST APIs cover invoices, supplier invoices, ledger entries, transactions and exports. A hosted read-only MCP server exposes the same books to AI assistants. Top strength Scopes split each resource into Top weakness The API agreement allows changes, suspension or revocation with or without notice and supplies the API as is |
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| 307 | SeaTableSeaTable GmbH · HTTP API | Spreadsheets | B | 66.3 | none | n/a | n/a | Freemium | API key | Hosted and local | ||
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SeaTable is a database of typed rows in tables and bases, sold as a cloud service hosted in Germany and as server software. Agents reach it through a REST API with per-base tokens and an official MCP server. Top strength API tokens are limited to one base, set to read-only or read-write, named per app and deletable, and the token list shows each token's last access time Top weakness Monthly API call quotas by plan, 3,000 for a whole Free team, 10,000 per user on Plus and 50,000 per user on Enterprise |
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| 308 | Mailgun API + MCPMailgun (Sinch) · HTTP API | B | 66.2 | 3.0 (2) | n/a | n/a | $15 / mo | API key | Hosted and local | |||
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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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| 309 | AmplitudeAmplitude, Inc. · HTTP API | Product analytics | B | 66.2 | none | n/a | n/a | Freemium | OAuth or key | Hosted | ||
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Amplitude is a hosted product analytics platform that records user events and answers questions about funnels, retention, cohorts, experiments and feature flags. Agents reach it through an official remote MCP server, REST APIs and the `amp` command line. Top strength Remote MCP server with 45 documented tools for queries, funnels, retention, cohorts, experiments, flags and the tracking plan, on US and EU hosts Top weakness No rate limit for the MCP server or the Developer API was found in the reviewed documentation |
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| 310 | Exa API + MCPExa · MCP server | Search | B | 66 | 4.5 (2) | n/a | n/a | $0.007 / call x402 | OAuth or key | Hosted and local | ||
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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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| 311 | Figma API + MCPFigma · HTTP API | Design | B | 66 | 3.5 (2) | n/a | n/a | $16 / seat-mo | OAuth or key | Hosted | ||
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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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| 312 | InngestInngest · Platform | Human approval | B | 66 | 2.5 (2) | n/a | n/a | $99 / mo | OAuth or key | Hosted | ||
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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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| 313 | Azure Document IntelligenceMicrosoft · HTTP API | Documents | B | 66 | none | n/a | n/a | $1.50 / 1k pages | OAuth or key | Local | ||
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Microsoft's Azure service for OCR, layout analysis and field extraction from PDFs, images and Office files. It has prebuilt models for invoices, receipts, identity and tax documents, and custom models. Access is a REST API with four SDKs. Top strength OpenAPI 2.0 document for version 2024-11-30 in Microsoft's public spec repository, 27 operations, each with an example Top weakness Every analysis is asynchronous. A POST returns 202 with |
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| 314 | PresidioData Privacy Stack · SDK + MCP | Guardrails | B | 66 | none | n/a | n/a | Free · OSS | None | Local | ||
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Open-source Python library and Docker services that detect personal data in text and images and replace, mask, hash or encrypt it. Created at Microsoft and run since June 2026 by the community organisation Data Privacy Stack. Top strength MIT licence, source on GitHub, and nothing to buy. No account, key or card is needed to install or run it Top weakness The REST containers have no authentication by design. The FAQ says to put a gateway or proxy in front |
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| 315 | ClefCloudflare · Model API | Decisions | B | 65.9 | 3.0 (2) | n/a | n/a | Freemium | API key | Hosted | ||
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Clef, Clef-flash and Clef-omni are Cloudflare's open-weight decision models, hosted on Workers AI with Apache-2.0 weights. Clef-omni, released on 9 October 2026, also takes audio and video. Top strength Apache-2.0 weights for Clef, Clef-flash and Clef-omni on Hugging Face, ungated, with no account needed to download Top weakness Clef and Clef-flash released on 1 October 2026, Clef-omni on 9 October, with no entry in the Workers AI changelog we read |
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| 316 | Pirate WeatherPirate Weather · HTTP API | Weather | B | 65.9 | 4.0 (2) | n/a | n/a | $2 / mo | API key | Hosted | ||
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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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| 317 | Twenty API + MCPTwenty · HTTP API | CRM | B | 65.9 | 3.5 (2) | n/a | n/a | $9 / seat-mo | OAuth or key | Hosted | ||
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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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| 318 | Teamwork.comTeamwork Crew Limited · HTTP API | Projects | B | 65.9 | none | n/a | n/a | $9.99 / seat-mo | OAuth or key | Hosted and local | ||
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Teamwork.com is a hosted project management and professional services platform for client work, covering projects, tasks, time, resourcing and budgets. Agents reach it through REST API v3 and an official MCP server, hosted at mcp.ai.teamwork.com or run locally. Top strength Official MCP server under MIT at https://mcp.ai.teamwork.com, with profile endpoints such as Top weakness OAuth scopes are per product only ( |
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| 319 | MattermostMattermost, Inc. · HTTP API | Work | B | 65.8 | none | n/a | n/a | Freemium | OAuth or key | Local | ||
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Mattermost is an open-core team chat server from Mattermost, Inc. that its owner hosts, with channels, threads, calls and playbooks. Agents reach it through the REST API v4, bot accounts, personal access tokens, webhooks and an MCP server. Top strength Public OpenAPI 3.0 source for API v4, every operation described, 548 of 604 stating the permission needed Top weakness Personal access tokens have no scopes and no expiry. A token does whatever its account can do |
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| 320 | LagoGet Lago Corp. · HTTP API | Platforms | B | 65.7 | none | n/a | n/a | Freemium | API key | Local | ||
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Lago is open-source billing software from Get Lago Corp. for usage metering, subscriptions, prepaid credits and invoicing. It is self-hosted under AGPL-3.0 or bought as Lago Cloud, and driven through a REST API, SDKs, a CLI and an MCP server. Top strength The whole platform is AGPL-3.0 and installs from the official Top weakness The free edition has one organisation API key with full access. Creating more keys needs a Premium licence and per-resource permissions need an enterprise add-on |
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| 321 | StrapiStrapi, Inc. · HTTP API | CMS | B | 65.7 | none | n/a | n/a | $45 / mo | API key | Local | ||
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Strapi is an open-source headless CMS for Node.js that its owner hosts, with a paid cloud. Agents create, localise and publish entries through generated REST and GraphQL APIs or a built-in MCP server. Top strength Admin tokens carry a chosen subset of the owner's permissions, down to content type, action, field and locale, with 7, 30 or 90 day expiry Top weakness Content History keeps no version for REST, GraphQL or MCP writes, and exists only on Growth and Enterprise plans |
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| 322 | PrefactorPrefactor Pty Ltd · HTTP API | Evals | B | 65.6 | none | n/a | n/a | $49 / mo | API key | Hosted | ||
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Prefactor is a hosted service that records AI agent runs as spans, classifies each run's data risk and stores quality evaluations. Agents and scripts reach it through an HTTP and WebSocket API, TypeScript and Python SDKs and a CLI. Top strength Public OpenAPI 3.0 document with 157 operations and an OpenRPC document with 159 WebSocket methods, both fetched without a login Top weakness The pricing page lists hold, approve or block and PII detection on every plan, while the docs say a risk threshold blocks nothing and that Prefactor does not detect sensitive data |
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| 323 | Gemini Developer APIGoogle · Model API | Models | B | 65.5 | 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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| 324 | Pipedream API + MCPPipedream (Workday) · HTTP API | Workflows | B | 65.5 | 2.5 (2) | n/a | n/a | $150 / mo | OAuth or key | Hosted | ||
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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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| 325 | Plain API + MCPPlain · HTTP API | Support | B | 65.5 | 4.5 (2) | n/a | n/a | $35 / mo | OAuth or key | Hosted | ||
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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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| 326 | Respan API + MCPRespan (formerly Keywords AI) · HTTP API | Evals | B | 65.5 | 2.5 (2) | n/a | n/a | $199 / mo | OAuth or key | Hosted | ||
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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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| 327 | LangWatchReasoning Engine B.V. (LangWatch) · HTTP API | Evals | B | 65.5 | none | n/a | n/a | Freemium | OAuth or key | Hosted and local | ||
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LangWatch is an open-source platform for tracing, evaluating and testing LLM applications and agents, with prompt management, datasets and an AI gateway. It runs hosted or self-hosted, with a REST API, SDKs, a CLI and an MCP server. Top strength API keys take read or write per permission category, a project, team or organisation scope and an expiry. Ingestion keys can only write traces Top weakness The MCP server registers 101 tools, deletes and key creation among them, with no toolsets and no |
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| 328 | LanceDBLanceDB · SDK + MCP | Retrieval | B | 65.4 | 3.0 (2) | n/a | n/a | Freemium | None | Local | ||
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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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| 329 | ArcGIS Location PlatformEsri · HTTP API | Maps | B | 65.4 | none | n/a | n/a | $0.50 / 1k req | OAuth or key | Hosted | ||
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Esri's pay-as-you-go location services for developers. REST APIs cover geocoding, reverse and batch geocoding, place search, routing, basemap tiles, static maps, elevation and demographic enrichment, with an Esri-hosted MCP server in beta. Top strength Every service has a public unit price and most have a monthly free tier, such as 20,000 geocodes, 20,000 routes and 2 million basemap tiles (https://location.arcgis.com/pricing/). Top weakness The agreement bars benchmarking availability, performance or functionality, and publishing benchmark results, without prior written permission from Esri and its licensors (sections 3.1.b.6 and 3.1.c.6.F). |
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| 330 | WeatherAPI.comWeatherAPI.com (Zoomash Ltd) · HTTP API | Weather | B | 65.3 | 3.5 (2) | n/a | n/a | $7 / mo | API key | Hosted | ||
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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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| 331 | D2D2 project (The Hack Foundation) · SDK + MCP | Diagrams | B | 65.3 | none | n/a | n/a | Free · OSS | None | Local | ||
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D2 is an open-source diagram scripting language that turns text into SVG, PNG, PDF, PPTX, GIF or ASCII diagrams. Agents run it as a local CLI, a Go library or the `@d2lang/d2` WebAssembly package. Top strength One command reads D2 from stdin and writes SVG, PNG, PDF, PPTX, GIF or ASCII to stdout, with no account or key Top weakness No 1.0 release. The maintainer lists a stable 1.0 with a formal grammar as a goal, and 0.8.2 changed Dagre and ELK layout output |
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| 332 | OneDrive and SharePoint files (Microsoft Graph)Microsoft · HTTP API | Storage | B | 65.3 | none | n/a | n/a | Your plan | OAuth | Hosted | ||
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Drive and driveItem endpoints of Microsoft Graph for files in OneDrive, OneDrive for work or school and SharePoint document libraries. Calls upload, download, list, search, share by link or invitation, and delete files and folders. Top strength Upload sessions resume after a dropped connection, report Top weakness Link and scope types are plain strings in the OpenAPI, and path addressing such as |
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| 333 | ShotstackShotStack Pty Ltd · HTTP API | Assets | B | 65.3 | none | n/a | n/a | $0.20 / credit | OAuth or key | Hosted | ||
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Shotstack is a cloud video editor driven by JSON. It renders video, images and audio from edits and templates with merge fields. Agents reach it through the Edit API, a hosted MCP server or a CLI with an agent skill. Top strength OpenAPI 3.0.1 definition at Top weakness API keys have no scopes. One production key and one sandbox key reach the Edit, Serve and Ingest APIs, and key rotation was not found in the docs |
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| 334 | Stadia MapsStadia Maps · HTTP API | Maps | B | 65.2 | 3.5 (2) | n/a | n/a | $20 / mo | API key | Hosted and 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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| 335 | fal image modelsfal (Features & Labels, Inc.) · Platform | Image | B | 65.2 | 4.0 (2) | n/a | n/a | Pay per use | OAuth or key | Hosted | ||
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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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| 336 | MoEngageMoEngage, Inc. · HTTP API | Lifecycle marketing | B | 65.2 | none | n/a | n/a | Paid | OAuth or key | Hosted | ||
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MoEngage is a hosted customer engagement platform that stores user profiles and events, builds segments and sends campaigns and flows by push, email, SMS and WhatsApp. Agents reach it through REST APIs and a hosted MCP server. Top strength 36 public OpenAPI files with 140 operations, every one with a summary and description, and a 429 response documented on 103 Top weakness No public price, free tier or trial. The pricing page lists Growth and Enterprise plans with a one-year minimum and a sales contact only |
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| 337 | Alibaba Wan (Model Studio)Alibaba Cloud · Model API | Video | B | 65.1 | 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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| 338 | Microsoft Graph Calendar APIMicrosoft · HTTP API | Scheduling | B | 65.1 | 3.0 (2) | n/a | n/a | Your plan | OAuth | Hosted | ||
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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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| 339 | DIDWW Voice and Number Management APIDIDWW Ireland Limited · HTTP API | Calling | B | 65.1 | none | n/a | n/a | Pay per use | API key | Hosted | ||
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DIDWW is a telecoms carrier selling phone numbers in more than 90 countries with inbound and outbound SIP trunking. Its REST API v3 orders numbers and configures trunks and capacity, and a remote MCP server covers the same account tasks. Top strength A public OpenAPI 3.0.3 document describes 107 operations on 67 paths, and 105 of them carry a description of purpose and behaviour Top weakness No per-number or per-minute price is published. Price lists are sent on request or shown inside an account, and a $30 balance is needed before ordering |
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| 340 | Miro API + MCPMiro · HTTP API | Design | B | 65 | 4.0 (2) | n/a | n/a | $8 / seat-mo | OAuth | Hosted | ||
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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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| 341 | OnyxDanswerAI, Inc. (Onyx, formerly Danswer) · Platform | Knowledge | B | 65 | 3.0 (2) | n/a | n/a | $20 / seat-mo | OAuth or key | Hosted | ||
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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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| 342 | DataForSEODataForSEO OÜ · HTTP API | SEO | B | 64.9 | none | n/a | n/a | $0.60 / 1k req | OAuth or key | Hosted and local | ||
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SEO data API from DataForSEO OÜ in Estonia. It returns search results pages, keyword volumes, backlinks, ranked keywords and traffic estimates as JSON, billed per request from a prepaid balance, with an official MCP server. Top strength Per-request prices published for every API, from $0.0006 a results page in the standard queue, with the cost returned in each response Top weakness The REST API takes one account-wide login and password over HTTP Basic, with no scopes or read-only credential |
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| 343 | OmnisendOmnisend, UAB · HTTP API | Lifecycle marketing | B | 64.9 | none | n/a | n/a | $16 / mo | OAuth or key | Hosted | ||
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Omnisend is an email, SMS and push marketing platform for online shops. Agents reach contacts, events, segments, campaigns, automations and forms through a REST API with dated versions and an official hosted MCP server. Top strength Each of the 104 documented operations has a Markdown page with its OpenAPI 3.0 definition, required scopes and rate limit, indexed in Top weakness No approval or hold step before |
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| 344 | Pydantic LogfirePydantic Services Inc. · HTTP API | Evals | B | 64.9 | none | n/a | n/a | $49 / mo | OAuth or key | Hosted | ||
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Pydantic Logfire is a hosted observability platform built on OpenTelemetry for traces, logs, metrics, LLM cost tracking, evaluations and prompt management. Agents reach it through a remote MCP server, a SQL query API, a public REST API and SDKs. Top strength The remote MCP server uses OAuth with PKCE (S256 required) and dynamic client registration, or a Bearer API key with as little as the Top weakness No public status page was found on pydantic.dev, in the docs or in the files published for agents |
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| 345 | Runloop DevboxesRunloop · HTTP API | Sandboxes | B | 64.8 | 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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| 346 | SerpKiteSerpKite (Anastasia Klimova, trading as SerpKite) · HTTP API | Search | B | 64.8 | 3.5 (2) | n/a | n/a | $1 / 1k req | API key | Hosted | ||
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Google SERP API for AI agents from SerpKite, a sole trader in Ontario. It returns live Google results and 10 other Google verticals as JSON or Markdown, fetches pages as Markdown, and runs a remote MCP server with 14 tools. Top strength OpenAPI 3.1 spec, llms.txt, llms-full.txt and Markdown twins of every docs page Top weakness Launched 29 September 2026 by a sole trader, with status monitoring only since 2 October |
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| 347 | AxolotlAxolotl AI · Agent framework | Fine-tuning | B | 64.8 | none | n/a | n/a | Free · OSS | None | Library | ||
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Open-source command-line tool and Python package for fine-tuning open language models from one YAML config, covering LoRA, QLoRA, full fine-tuning, preference tuning and GRPO on the owner's GPUs. Top strength Apache-2.0, free, and the weights stay on the owner's hardware Top weakness Telemetry to PostHog is on by default and delays training start by 10 seconds until the variable is set either way |
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| 348 | Coda (Superhuman Docs)Superhuman Platform Inc. · HTTP API | Spreadsheets | B | 64.8 | none | n/a | n/a | Freemium | OAuth or key | Hosted | ||
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Coda, renamed Superhuman Docs in July 2026, is a document workspace whose pages hold typed tables, formulas and automations. Agents reach it through a REST API with a public OpenAPI description, or a hosted MCP server in beta. Top strength API tokens can be restricted to one doc or one table, and to read or write access Top weakness Row writes return 202 and take a few seconds to apply, and reads come from a snapshot that can be stale |
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| 349 | GreenhouseGreenhouse Software, Inc. · HTTP API | Recruiting | B | 64.8 | none | n/a | n/a | Paid | OAuth | Hosted | ||
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Applicant tracking system from Greenhouse Software in New York. The Harvest v3 REST API reads and writes jobs, candidates, applications, interviews, scorecards and offer records, and a hosted MCP server in open beta exposes a subset of it. Top strength OAuth 2.0 with per-endpoint scopes such as Top weakness No public price, free tier or trial. Pricing is customised through sales, and the sandbox is a Pro-tier feature |
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| 350 | WordPressWordPress.org (open-source project) · HTTP API | CMS | B | 64.8 | none | n/a | n/a | Free · OSS | API key | Local | ||
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WordPress is an open-source content management system that its owner hosts. Agents create, revise and publish posts, pages and media through the built-in REST API, WP-CLI or the MCP Adapter, a canonical plugin in the WordPress.org directory. Top strength Posts created without Top weakness Application Passwords have no scopes or expiry. Each one carries every capability of its user |
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| 351 | Cohere Chat API (Command models)Cohere · Model API | Models | B | 64.7 | none | n/a | n/a | from $2.50 / 1M in | API key | Hosted | ||
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Cohere's Chat API generates text with the Command family of models over REST (v2 chat), with tool use, structured outputs, citations and streaming. SDKs cover Python, TypeScript, Java and Go. Top strength Public OpenAPI 3.1 file in the docs repository, last changed 29 September 2026, and a Markdown twin of every docs page Top weakness Production keys work like trial keys on Command A+, Reasoning, Translate and Vision. The docs send production use of those models to sales or to Model Vault |
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| 352 | DeepEvalConfident AI, Inc. · SDK + MCP | Evals | B | 64.7 | none | n/a | n/a | $200 / mo | OAuth or key | Local | ||
|
DeepEval is an open-source Python and TypeScript framework from Confident AI for evaluating LLM applications and agents. Evaluations run locally through a pytest plugin and the `deepeval` CLI, with optional reporting to the hosted Confident AI platform. Top strength Apache-2.0 framework that runs evaluations and tracing locally with no account. Test runs are written to JSON files or a SQLite database on the owner's disk Top weakness The 25 most recent Py Core Tests runs had failed when read on 9 October 2026, two of them pushes to main. Issue #3372 of 26 September reports the same |
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| 353 | ValyuValyu · HTTP API | Search | B | 64.6 | 4.5 (2) | n/a | n/a | $1.50 / 1k pages | OAuth or key | Hosted | ||
|
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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| 354 | ClickHouse MCP ServerClickHouse · MCP server | Databases | B | 64.6 | none | n/a | n/a | Free · OSS | OAuth or key | Local | ||
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ClickHouse's open-source MCP server for ClickHouse databases. The owner runs it locally or self-hosted, and it gives agents SQL queries, database and table listing, and an optional embedded chDB engine. Queries are read-only by default. Top strength Read-only by default through ClickHouse's Top weakness
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| 355 | CollibraCollibra · HTTP API | Knowledge | B | 64.6 | none | n/a | n/a | Paid | OAuth or key | Local | ||
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Collibra is a hosted data governance platform with a catalogue, business glossary, lineage and data quality. Agents use REST and GraphQL APIs, a bulk Import API, a hosted MCP server on each cloud instance and an open-source local one. Top strength OpenAPI 3.0 definitions for each REST API, printed on every reference page of developer.collibra.com and served by each instance at Top weakness No published price, trial or self-serve sign-up. The pricing address returns 404 and the site links a demo request and a product tour |
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| 356 | Hook0FGRibreau SARL · HTTP API | Webhooks | B | 64.6 | none | n/a | n/a | Freemium | API key | Local | ||
|
Hook0 is a webhook sending service from FGRibreau SARL in France. An application posts events to a REST API and Hook0 signs, retries and logs deliveries to subscriber endpoints. It runs as an EU-hosted cloud or self-hosted under SSPL-1.0. Top strength Public OpenAPI 3.0 document at Top weakness Six advisories were published between 6 August and 9 September 2026, including a High-rated SSRF in the delivery worker fixed on 11 August |
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| 357 | Qwen-Image 2.1 (Model Studio)Alibaba Cloud · Model API | Image | B | 64.6 | none | n/a | n/a | Pay per use | API key | Hosted | ||
|
Qwen-Image 2.1 is Alibaba's image model for text-to-image and image editing with up to 10 reference images and transparent output, callable as qwen-image-2.1-pro through Alibaba Cloud Model Studio's DashScope and OpenAI-compatible APIs. Top strength Text-to-image and editing in one model, with 1 to 10 reference images and transparent output decided from the prompt Top weakness 20 requests a minute in every region |
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| 358 | HimalayaPimalaya · SDK + MCP | Mailboxes | B | 64.5 | none | n/a | n/a | Free · OSS | OAuth or key | Local | ||
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Himalaya is an open-source command-line email client from the Pimalaya project. It lists, searches, reads, composes and sends mail over IMAP, SMTP, JMAP, the Gmail API, Microsoft Graph and local stores, with JSON output for scripts and agents. Top strength Shared commands for mailboxes, envelopes, flags, messages and attachments run the same way over IMAP, JMAP, Gmail, Microsoft Graph, Maildir and mbox Top weakness Until 2.2.1 of 2 October 2026, |
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| 359 | Hugging Face Inference EndpointsHugging Face, Inc. · HTTP API | GPU compute | B | 64.5 | none | n/a | n/a | $0.033 / vCPU-hr | OAuth or key | Hosted | ||
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Managed Hugging Face service that deploys a Hub model as a dedicated, autoscaling HTTPS endpoint on AWS, Azure or Google Cloud, using vLLM, TGI, SGLang, llama.cpp, TEI or a custom container. Managed by REST API, Python client, CLI or MCP. Top strength Public OpenAPI 3.1 documents for the management API (46 operations) and the catalogue API (3), plus llms.txt and a Markdown twin of every docs page Top weakness No free tier. The docs require a payment method and credits, and replicas are billed while initialising as well as running |
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| 360 | MarmotMarmot Data · Platform | Knowledge | B | 64.4 | 3.5 (2) | n/a | n/a | $49 / mo | OAuth or key | Local | ||
|
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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| 361 | AssemblyAI Voice Agent APIAssemblyAI, Inc. · HTTP API | Voice agents | B | 64.4 | none | n/a | n/a | Pay per use | API key | Hosted | ||
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AssemblyAI's Voice Agent API runs a spoken conversation over one WebSocket, combining its own speech-to-text, language model and text-to-speech. Agents are stored through a REST API and reached from a browser, a server or an inbound Twilio SIP number. Top strength One published rate of $4.50 an hour ($0.075 a minute), billed per second, with $50 of credit and no card for new accounts Top weakness No number is published for the concurrent-session limit that the |
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| 362 | Grep AIParcha Labs, Inc. · HTTP API | Search | B | 64.4 | none | n/a | n/a | $200 / mo | OAuth or key | Hosted | ||
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Grep is a hosted platform from Parcha Labs for building and running research agents that return cited reports and structured output. Outside agents reach it through a REST API, a remote MCP server, an A2A endpoint and two SDKs. Top strength Public OpenAPI document with 126 operations, llms.txt and a Markdown twin of every developer page Top weakness No rate limit numbers in the reviewed documentation, and no published SLA |
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| 363 | Bandwidth Messaging API + MCPBandwidth · HTTP API | Messaging | B | 64.3 | 3.5 (2) | n/a | n/a | Paid | OAuth | Hosted and 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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| 364 | BigCommerce API + MCPBigCommerce (Commerce.com) · HTTP API | Commerce | B | 64.3 | 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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| 365 | Canva REST APIs + MCPCanva · HTTP API | Assets | B | 64.3 | 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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| 366 | DaytonaDaytona · HTTP API | Sandboxes | B | 64.3 | 3.0 (2) | n/a | n/a | $0.0504 / vCPU-hr | API key | Hosted and 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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| 367 | CodatCodat Limited · HTTP API | Accounting | B | 64.3 | none | n/a | n/a | Paid | API key | Hosted | ||
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Codat connects a business's accounting, banking and commerce software to financial products and banks through one REST API. Product APIs cover bill pay, expenses, bank feeds and lending data, with official SDKs for TypeScript, Python and C#. Top strength Public OpenAPI 3 specs for every API in codatio/oas, with long operation descriptions and per-integration response examples Top weakness No public price. The pricing page returns 404 and fees are set in an order form |
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| 368 | NovuNovu · HTTP API | Notifications | B | 64.2 | 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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| 369 | Cronofy APICronofy · HTTP API | Scheduling | B | 64.2 | 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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| 370 | HashiCorp Vault + Vault MCP ServerHashiCorp (IBM) · HTTP API | Secrets | B | 64.2 | 3.0 (2) | n/a | n/a | Freemium | OAuth or key | Local | ||
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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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| 371 | 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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| 372 | People Data LabsPeople Data Labs, Inc. · HTTP API | Leads | B | 64.2 | none | n/a | n/a | $98 / mo | API key | Hosted | ||
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People Data Labs sells person, company and job posting data through a REST API. Agents enrich a known person or company, resolve an identity, or search the datasets with Elasticsearch or SQL queries, using an API key. Top strength Credits are charged only on a match (a Top weakness No OpenAPI file was found. The machine-readable material is a Postman collection and Elasticsearch mappings |
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| 373 | PhrasePhrase a.s. · HTTP API | Translation | B | 64.2 | none | n/a | n/a | $27 / mo | OAuth or key | Hosted | ||
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Localisation platform from Phrase a.s. in Prague. Its Language AI API translates text and files through automatically selected machine translation engines, and its Strings and TMS APIs, CLI and hosted MCP server manage translation projects, term bases and translation memories. Top strength Public OpenAPI specs for all nine APIs, an llms.txt index and a Markdown copy of every docs page, with a dated changelog of 51 entries since 24 April 2026 Top weakness status.phrase.com lists 14 incidents between 10 July and 8 October 2026, two marked critical and ten major, most confined to one component |
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| 374 | HonchoPlastic Labs · HTTP API | Memory | B | 64.1 | 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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| 375 | Mistral Voxtral TranscribeMistral AI · Model API | STT | B | 64.1 | none | n/a | n/a | Freemium | API key | Hosted | ||
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Mistral AI's speech-to-text API. Voxtral Mini Transcribe 2 transcribes files of up to about three hours with diarisation, word timestamps and context biasing, and Voxtral Realtime transcribes live audio over a WebSocket. Top strength Published prices of $0.003 a minute for Voxtral Mini Transcribe 2 and $0.006 a minute for Voxtral Realtime Top weakness Audio rate limits are named (audio seconds a minute and a month) but the numbers are shown only in the Admin Panel |
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| 376 | LetsFGLetsFG · HTTP API | Travel | B | 64 | 3.5 (2) | n/a | n/a | $0.01 / call | OAuth or key | Hosted and 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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| 377 | ContentstackContentstack Inc. · HTTP API | CMS | B | 64 | none | n/a | n/a | $29 / mo | OAuth or key | Hosted and local | ||
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Contentstack is a hosted headless CMS. Its Content Management API reads and writes entries, assets, content types, locales, releases and publishing across seven regional endpoints, and an official local MCP server wraps the same API for agents. Top strength OAuth 2.0 scopes separate read, write, publish and unpublish for entries and assets, with 60-minute tokens and a refresh grant Top weakness The MCP server's default group loads 78 tools, including nine deletes, with no readOnlyHint or destructiveHint annotations and no read-only switch |
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| 378 | Black Forest Labs FLUX APIBlack Forest Labs · Model API | Image | B | 63.9 | 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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| 379 | Adobe Commerce (Magento)Adobe Inc. · HTTP API | Commerce | B | 63.9 | none | n/a | n/a | Freemium | OAuth or key | Local | ||
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Commerce platform from Adobe, built on the open-source Magento core. It runs as Adobe Commerce as a Cloud Service, on Adobe's cloud infrastructure or on the merchant's own servers, and agents reach a store through its REST and GraphQL APIs. Top strength Swagger 2.0 files for the cloud service (510 operations) and for releases 2.4.6 to 2.4.9 sit in the public docs repository Top weakness No request rate limit for the REST or GraphQL APIs was found in the reviewed documentation, and 429 handling appears only in a code sample |
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| 380 | Bland AI API + MCPBland AI · HTTP API | Voice agents | B | 63.8 | 3.0 (2) | n/a | n/a | $299 / mo | API key | Hosted and 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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| 381 | Cartesia Sonic TTS API + MCPCartesia · Model API | TTS | B | 63.8 | 3.0 (2) | n/a | n/a | $5 / mo | OAuth or key | Hosted and 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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| 382 | LemonadeAMD and the Lemonade community · HTTP API | Local AI | B | 63.8 | none | n/a | n/a | Free · OSS | API key | Local | ||
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Open-source local AI server from AMD and community contributors. It runs text, speech and image models on the owner's CPU, GPU or NPU behind OpenAI-, Anthropic- and Ollama-compatible APIs and an MCP endpoint on port 13305. Top strength Apache 2.0, with OpenAI, Anthropic Messages, Ollama and llama.cpp-compatible routes on one port (13305) Top weakness No authentication by default. With no key set, every route answers, including |
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| 383 | Mercury APIMercury Technologies, Inc. · HTTP API | Spend | B | 63.8 | none | n/a | n/a | $35 / mo | OAuth or key | Hosted | ||
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Mercury is a US business banking service with accounts, debit and credit cards, payments and invoicing. Its REST API reads transactions, issues virtual cards with spend limits and sends payments, and a hosted MCP server is in beta. Top strength Three token tiers (read-only, read and write, custom scopes), with an IP allowlist required for write scopes and unused permissions removed after 45 days Top weakness No rate limits with numbers and no 429 handling were found in the reviewed documentation |
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| 384 | Bandwidth Voice API + MCPBandwidth · HTTP API | Calling | B | 63.7 | 3.0 (2) | n/a | n/a | Pay per use | OAuth | Hosted and 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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| 385 | Commerce Layer API + MCPCommerce Layer · HTTP API | Commerce | B | 63.7 | 3.5 (2) | n/a | n/a | Freemium | OAuth | Hosted | ||
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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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| 386 | Soniox Text-to-SpeechSoniox · Model API | TTS | B | 63.7 | 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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| 387 | ArgyleArgyle Systems Inc. · HTTP API | Payroll | B | 63.7 | none | n/a | n/a | Paid | API key | Hosted | ||
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Argyle is a consumer-permissioned verification API run by Argyle Systems Inc. A worker connects a payroll account through Argyle Link, and applications read identity, employment, paystub and document records or order income and employment reports. Top strength One OpenAPI 3.0 file covers 91 operations and 119 schemas, and llms.txt indexes the documentation with every page served as Markdown Top weakness No price is published. The site has no pricing page, and fees are set in a Service Order agreed with sales |
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| 388 | Bria APIBria AI · Model API | Image | B | 63.7 | none | n/a | n/a | $0.02 / call | OAuth or key | Hosted and local | ||
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Bria's API generates and edits images with its FIBO models, trained on licensed data. It runs as an asynchronous REST API with Python and TypeScript SDKs and an MCP server. Top strength Per-image prices are public, from $0.018 for background removal to $0.03 for FIBO generation and FIBO Edit Top weakness API keys are organisation-wide with no scopes, and no spend cap was found in the reviewed documentation |
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| 389 | ComplyCubeComplyCube (Teemo Technology Ltd) · HTTP API | Verification | B | 63.7 | none | n/a | n/a | $99 / mo | API key | Hosted | ||
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ComplyCube verifies people from identity documents and a liveness check, screens people and companies against sanctions, PEP and adverse media lists, and runs address and bureau checks. Agents reach it through a REST API with separate test and live keys. Top strength Test and live environments have separate keys, and sandbox outcomes are set by test data such as a client last name of attention or failed Top weakness One API key per environment with no scopes. The docs say keys carry many privileges |
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| 390 | InboundExon Enterprise LLC · HTTP API | Inboxes | B | 63.7 | none | n/a | n/a | $9 / mo | OAuth or key | Hosted | ||
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Inbound is an email API from Exon Enterprise LLC for sending, receiving and replying on a customer's own domains. Agents use its REST API, webhooks, scoped IMAP and SMTP mailboxes, a hosted MCP server and the `inboundctl` CLI. Top strength Mailbox credentials scope reading to chosen addresses or domains and sending to one identity, and the same password works over REST, IMAP, SMTP and MCP Top weakness No free plan or trial on the pricing page. Plans start at $9 a month and the free plan was retired on 3 December 2025 |
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| 391 | Front API + MCPFront · HTTP API | Support | B | 63.6 | 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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| 392 | ModalModal · Platform | GPU compute | B | 63.6 | 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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| 393 | Replicate DeploymentsReplicate · HTTP API | GPU compute | B | 63.6 | 3.0 (2) | n/a | n/a | Pay per use | API key | Hosted and 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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| 394 | 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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| 395 | 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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| 396 | BaserowBaserow B.V. · HTTP API | Spreadsheets | B | 63.6 | none | n/a | n/a | $10 / seat-mo | API key | Hosted | ||
|
Baserow is an open-source database of typed rows in tables, sold as a hosted cloud and as software to self-host. Agents reach it through a REST API with database tokens and a built-in MCP server. Top strength Database tokens are limited to one workspace, to chosen tables and to create, read, update or delete, and can be regenerated or deleted Top weakness The MCP endpoint's key sits in the URL path, and the docs say it grants full access to modify data in the workspace |
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| 397 | KestraKestra Technologies · HTTP API | Workflows | B | 63.6 | none | n/a | n/a | Freemium | OAuth or key | Local | ||
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Kestra is an open-source workflow orchestrator from Kestra Technologies. Flows are written in YAML and run on a server the owner hosts, with a REST API, SDKs in four languages and flows exposed as MCP tools. Top strength OpenAPI 3.0.1 spec for the open-source API with 216 operations, 213 of them documenting 401, 403 and 500 as problem+json Top weakness The open-source edition has one basic-auth username and password. API tokens, service accounts, RBAC and audit logs need Enterprise or Cloud |
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| 398 | Render MCP ServerRender Services, Inc. · MCP server | Infra | B | 63.6 | none | n/a | n/a | Your plan | OAuth or key | Hosted and local | ||
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Render's official MCP server lets an agent create services and data stores on the Render cloud platform, trigger deploys, read logs and metrics, and run read-only SQL on Render Postgres. It is hosted at mcp.render.com. Top strength All 26 tools declare typed inputs and carry read-only, destructive and open-world annotations in the Apache-2.0 source. Top weakness No scopes and no read-only mode. An API key reaches every workspace its owner belongs to, and a read-only toolset request has been open since 8 October 2025. |
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| 399 | Medusa API + MCPMedusa · HTTP API | Commerce | B | 63.5 | 2.5 (2) | n/a | n/a | $29 / mo | OAuth or key | Local | ||
|
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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| 400 | Vapi API + MCPVapi · HTTP API | Voice agents | B | 63.5 | 2.5 (2) | n/a | n/a | $29 / mo | API key | Hosted and local | ||
|
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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| 401 | BelvoBelvo · HTTP API | Bank data | B | 63.5 | none | n/a | n/a | $1000 / mo | API key | Hosted | ||
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Belvo is an open finance API for Latin America. It reads bank accounts, transactions and investments in Brazil, employment records in Brazil and Mexico and tax data in Mexico, and starts Pix payments in Brazil and direct debits in Mexico. Top strength Public OpenAPI 3.0.2 file, version 1.223.0, with 146 operations on 83 paths, and a separate specification for Direct Debit in Mexico Top weakness Production keys follow a sales meeting, a certification call with a Belvo engineer and a paid plan from 1,000 USD a month |
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| 402 | Higgsfield APIHiggsfield Inc. · HTTP API | Video | B | 63.5 | none | n/a | n/a | Pay per use | API key | Hosted | ||
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Higgsfield's API for generating images and video from its own models (Genjutsu, Soul, Cinema Studio) and hosted ones such as Kling, Seedance and Wan. Requests are asynchronous, with polling or webhooks, and Python and TypeScript SDKs. Top strength Per-second list prices for each model on open.higgsfield.ai/pricing without a login, and an Top weakness API inputs and outputs can train Higgsfield's models by default. The opt-out is a workspace setting, processed within 10 business days |
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| 403 | Socure RiskOSSocure Inc. · HTTP API | Verification | B | 63.5 | none | n/a | n/a | $0.80 / tx | API key | Hosted | ||
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Socure RiskOS is an identity verification and risk decisioning platform from Socure Inc. Its Evaluation API runs configured workflows for KYC, document and selfie checks, fraud scoring and watchlist screening, and returns a decision with reason codes. Top strength OpenAPI 3.0.3 file for ten operations and a 3.1 webhook file in a public GitHub repository, last synced 5 October 2026 Top weakness No service agreement or API terms are published. The only terms pages are website terms of use and end-user terms for document capture |
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| 404 | Open-MeteoOpen-Meteo · HTTP API | Data | B | 63.4 | 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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| 405 | AffinityProject Affinity, Inc. · HTTP API | CRM | B | 63.4 | none | n/a | n/a | $191.67 / seat-mo | OAuth or key | Hosted and local | ||
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Affinity is a relationship CRM for venture capital and private equity firms, from Project Affinity, Inc. Agents reach it through a versioned REST API with a public OpenAPI file and a hosted MCP server, on the Scale plan and above. Top strength Public OpenAPI 3.1.1 files for three dated versions (2024-01-01, 2026-07-15, 2026-09-17), 112 operations in the newest, plus Top weakness No self-serve access. Every plan button reads Contact sales, the Essential plan has no API, and trial accounts can't call the API |
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| 406 | Crusoe CloudCrusoe · HTTP API | GPU compute | B | 63.4 | none | n/a | n/a | $0.04 / vCPU-hr | API key | Hosted and local | ||
|
Crusoe Cloud rents NVIDIA and AMD GPU virtual machines with managed Kubernetes and Slurm, and runs hosted model inference, dedicated deployments and LoRA fine-tuning. Resources are managed through a REST API, a CLI, a Terraform provider and a Go client. Top strength Requests are signed with HMAC-SHA256 over the path, query, verb and timestamp, so the secret key never travels with a request. Top weakness No idempotency key or safe-retry guidance was found for create and delete calls, which return asynchronous operations to poll. |
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| 407 | 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 and local | ||
|
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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| 408 | Apollo API + MCPApollo.io · HTTP API | Leads | B | 63.3 | 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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| 409 | GustoGusto, Inc. · HTTP API | Payroll | B | 63.3 | none | n/a | n/a | Paid | OAuth | Local | ||
|
Gusto Embedded Payroll is a REST API for running US payroll inside another product, covering company and worker onboarding, payroll calculation and submission, tax filing and contractor payments. Production access needs a partnership with Gusto. A demo environment is self-serve. Top strength Each of 317 reference pages serves an OpenAPI 3.1 definition as Markdown, and llms.txt indexes both documentation projects Top weakness Production keys need commercial, security and implementation reviews with Gusto's partnerships team, and the docs say not all use cases are supported |
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| 410 | OpenAI Realtime APIOpenAI · HTTP API | Voice agents | B | 63.3 | none | n/a | n/a | Pay per use | API key | Hosted | ||
|
OpenAI's Realtime API runs spoken conversations with speech-to-speech models such as `gpt-realtime-2.1`. Clients connect over WebRTC, WebSocket or SIP, and sessions support interruptions, function calling and remote MCP tools. Top strength The OpenAPI 3.1 file in Top weakness openai.com answered 403 to our reader, so the service terms, privacy policy, sub-processor list and security pages were not read. |
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| 411 | Sinch Messaging APIs + MCPSinch · HTTP API | Messaging | B | 63.2 | 3.0 (2) | n/a | n/a | Pay per use | OAuth or key | Hosted and local | ||
|
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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| 412 | DigitalOcean SpacesDigitalOcean, LLC · HTTP API | Storage | B | 63.2 | none | n/a | n/a | $5 / mo | API key | Hosted | ||
|
DigitalOcean Spaces is S3-compatible object storage with a built-in CDN, sold as a $5 monthly subscription. Agents use it through AWS S3 SDKs with a Spaces access key, and manage keys through the DigitalOcean API or MCP server. Top strength Spaces access keys can be limited to named buckets with read or read-write-delete grants, and are created through Top weakness The Spaces MCP server has ten tools for access keys and CDN endpoints. None reads, writes, lists or shares an object |
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| 413 | Ecwid by LightspeedEcwid, Inc. (Lightspeed Commerce) · HTTP API | Commerce | B | 63.2 | none | n/a | n/a | $5 / mo | OAuth or key | Hosted | ||
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Ecwid by Lightspeed is a hosted online store that embeds in any website. Its REST API reads and writes products, categories, orders, customers and discounts for one store, with webhooks and a browser JavaScript API for the cart. Top strength 40 access scopes split into read, update and create, plus a public token limited to enabled catalogue data and unpaid orders Top weakness Access tokens never expire and change only when the app is uninstalled and installed again |
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| 414 | NotteNotte Labs Inc. · HTTP API | Browser | B | 63.2 | none | n/a | n/a | $0.05 / session-hr | OAuth or key | Hosted | ||
|
Notte, from Notte Labs Inc., runs hosted browser sessions with web agents, scraping, search, serverless browser functions, credential vaults and personas. Access is by REST API, Python and Node SDKs, a CLI or a hosted MCP server. Top strength OpenAPI 3.1 at api.notte.cc/openapi.json with 77 paths and 100 operations, plus llms.txt, Markdown twins of the docs and a keyless documentation MCP server Top weakness status.notte.cc shows the Scrape API down on 15 of 90 days (about 6 hours in total) and CAPTCHA solving at 88.9 per cent availability |
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| 415 | TinyFish SearchTinyFish · HTTP API | Search | B | 63.2 | none | n/a | n/a | Freemium | OAuth or key | Hosted | ||
|
Web search API from TinyFish that returns ranked titles, snippets and URLs as JSON for web, news or research-paper queries. It is called with an API key at `api.search.tinyfish.ai`, through Python and TypeScript SDKs, or through the vendor's MCP server. Top strength $0.00 a request within 30 requests a minute and 12,000 a day, with no card needed to sign up Top weakness No public status page was found on the site or in the docs |
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| 416 | Attio API + MCPAttio · HTTP API | CRM | B | 63.1 | 3.0 (2) | n/a | n/a | $35 / seat-mo | OAuth or key | Hosted | ||
|
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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| 417 | CentrifugoCentrifugal Labs LTD · HTTP API | Webhooks | B | 63.1 | none | n/a | n/a | Free · OSS | API key | Local | ||
|
Centrifugo is an open-source, self-hosted realtime messaging server from Centrifugal Labs. A backend publishes to channels through its HTTP or gRPC server API, and subscribers receive messages over WebSocket, SSE, HTTP streaming or gRPC. Top strength Apache-2.0 server with binaries for seven platforms, a Docker image, deb and rpm packages, a Helm chart and a Homebrew tap Top weakness Two advisories in 2026 are rated Critical. One is an unauthenticated SSRF fixed in 6.7.0, the other an unauthenticated crash in the protobuf decoder |
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| 418 | Decision 3.0vLLM Semantic Router Team · Model API | Decisions | B | 63.1 | none | n/a | n/a | Free · OSS | None | Local | ||
|
Decision 3.0 is a family of open-weight multimodal decision models from the vLLM Semantic Router team, 0.6B to 27B, under Apache-2.0. They answer choice, yes-or-no and score questions about text, images and video with a probability per option. Top strength Text, images and video in one request, with every question seeing all of them Top weakness Released on 10 October 2026, with five tagged releases of each model by 11 October |
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| 419 | PandaDocPandaDoc · HTTP API | E-signatures | B | 63.1 | none | n/a | n/a | Freemium | OAuth or key | Hosted | ||
|
PandaDoc is a document platform for proposals, quotes, contracts and e-signatures. Its REST API and hosted MCP server create documents from templates, send them for signature, embed signing sessions and report status through webhooks. Top strength Public OpenAPI 3.0.3 spec with 133 operations, version 8.21.0 on 2 October 2026, plus llms.txt and a Markdown copy of each docs page Top weakness Three incidents hit document creation, sending or the API between 15 July and 6 September 2026, the longest about 3.5 hours |
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| 420 | SkyvernIkonomos Inc. (Skyvern) · HTTP API | Browser | B | 63.1 | none | n/a | n/a | $29 / mo | OAuth or key | Hosted and local | ||
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Skyvern is a browser agent that completes multi-step web workflows from natural-language goals using language models and computer vision. It runs as an AGPL-3.0 open-source server or a hosted cloud with a REST API and MCP server. Top strength Every MCP tool carries readOnlyHint, destructiveHint and openWorldHint annotations, 117 registrations in the 1.0.55 source Top weakness Every API key and OAuth token has full organisation authority. The docs state there are no read-only, per-endpoint or per-resource keys |
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| 421 | OlostepOlostep Technologies, Inc. · HTTP API | Scrapers | B | 63 | 3.5 (2) | n/a | n/a | $9 / mo | API key | Hosted and 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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| 422 | DeepInfraDeep Infra Inc. · Model API | Models | B | 63 | none | n/a | n/a | from $0.06 / 1M in | API key | Hosted | ||
|
DeepInfra is a hosted inference API for open-weight and some third-party models, covering chat, embeddings, reranking, image, video and speech. It answers OpenAI-style and Anthropic-style calls at api.deepinfra.com with a Bearer key. Top strength
Top weakness A deprecated model gets at least one week's notice, and requests are then forwarded to a replacement model under the old id |
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| 423 | Oxylabs Web Scraper APIoxylabs, UAB · HTTP API | Scrapers | B | 63 | none | n/a | n/a | $30 / mo | API key | Hosted and local | ||
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Hosted scraping API from Oxylabs that fetches public pages through its proxy pool with optional JavaScript rendering and returns HTML, Markdown or parsed JSON, with dedicated sources for Google, Amazon and other large sites. Top strength Realtime, Push-Pull (batches of up to 5,000) and Proxy Endpoint integration, with Markdown output and parsed JSON for dedicated sources Top weakness Google's |
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| 424 | Coresignal API + MCPCoresignal · HTTP API | Leads | B | 62.9 | 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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| 425 | 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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| 426 | Reducto API + MCPReducto · HTTP API | Documents | B | 62.9 | 4.0 (2) | n/a | n/a | $10 / 1k pages | API key | Hosted and 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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| 427 | Pleo API + MCPPleo Technologies A/S · HTTP API | Spend | B | 62.9 | none | n/a | n/a | Paid | OAuth or key | Hosted | ||
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Spend management platform from Pleo Technologies A/S in Copenhagen, covering company cards, expenses, reimbursements, invoices and accounting exports. Outside agents reach it through a hosted MCP server for expense work and a REST API built for accounting integrations. Top strength MCP server at mcp.pleo.io/mcp uses OAuth with PKCE and dynamic client registration, and acts with the connecting user's Pleo permissions Top weakness The pricing page lists MCP on the Optimise plan only (£18 per user per month, three users minimum, sold through a demo) |
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| 428 | pplx-deciderPerplexity · Model API | Decisions | B | 62.9 | none | n/a | n/a | Pay per use | API key | Hosted | ||
|
pplx-decider is Perplexity's multimodal decision model, a fine-tune of Qwen3.8-27B. It answers yes or no, choice and score questions about text, JSON and images with probabilities, through Perplexity's hosted Decisions API or from open weights on Hugging Face. Top strength Weights for v1.1 and v1 are public on Hugging Face under Apache-2.0, with training code, config and a data manifest in the repository Top weakness The Decisions API was released in October 2026, so its incident record is days long, and Perplexity's FAQ says it gives no uptime guarantee |
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| 429 | DocumensoDocumenso, Inc. · HTTP API | E-signatures | B | 62.8 | none | n/a | n/a | Freemium | API key | Hosted | ||
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Open-source document signing platform from Documenso, Inc., self-hosted under AGPL-3.0 or used as a hosted cloud. Its REST API creates envelopes from PDFs or templates, sends them to recipients, reports status by webhook and returns the signed file. Top strength Public OpenAPI 3.0.3 spec for the v2 API with 89 operations, plus llms.txt and a 1 MB llms-full.txt Top weakness API tokens grant full access to one team. No read-only or per-resource scopes were found in the reviewed documentation |
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| 430 | DustPermutation Labs · HTTP API | Knowledge | B | 62.8 | none | n/a | n/a | Freemium | OAuth or key | Hosted | ||
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Dust is a platform for building AI agents on a company's documents and connected tools, from Permutation Labs in Paris. Outside agents reach it through a REST API, a JavaScript SDK, a CLI and a remote MCP server with OAuth. Top strength The platform's source is public under the MIT licence at github.com/dust-tt/dust, with commits on the day of the check Top weakness Programmatic usage has no free credits. It draws only on the workspace credit pool, which Free seats cannot use |
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| 431 | Prisma AIRS AI Runtime Security APIPalo Alto Networks, Inc. · HTTP API | Guardrails | B | 62.8 | none | n/a | n/a | Paid | OAuth or key | Hosted | ||
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Hosted scan API from Palo Alto Networks that checks prompts, model responses and tool calls for prompt injection, sensitive data, toxic content, malicious URLs and code, and off-topic content against a security profile. Also reachable as a remote MCP server. Top strength One call scans a prompt, a response and an MCP tool event for up to ten detection types set by the security profile Top weakness No public price, free tier or trial. Capacity is bought as Software NGFW credits, in steps of 1 billion tokens a month, through sales |
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| 432 | Loops API + MCPLoops (Astrodon Corporation) · HTTP API | B | 62.7 | 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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| 433 | Sinch Voice API + MCPSinch · HTTP API | Calling | B | 62.7 | 3.0 (2) | n/a | n/a | Pay per use | OAuth or key | Hosted and 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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| 434 | FullstoryFullstory, Inc. · HTTP API | Product analytics | B | 62.6 | none | n/a | n/a | Freemium | OAuth or key | Hosted | ||
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Fullstory records web and mobile sessions and turns them into behavioural analytics. Agents reach it through a Server API for events, users, sessions and exports, and through a hosted MCP server, in beta, for metrics, funnels and journeys. Top strength Every create call accepts an Top weakness Metrics, funnels and journeys are reachable only through the MCP server, which is in beta, limited to paid plans and outside the support SLAs |
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| 435 | Optimizely ExperimentationOptimizely · HTTP API | Product analytics | B | 62.6 | none | n/a | n/a | Paid | OAuth or key | Hosted | ||
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Optimizely Experimentation is a hosted platform for A/B tests, feature flags and personalisation, covering Web Experimentation and Feature Experimentation. Agents reach it through a hosted MCP server with seven tools and through REST APIs. Top strength Hosted MCP server with seven tools for querying, managing and implementing flags and experiments, released on 29 April 2026 Top weakness No price is published. The plans page says every plan is individually packaged and leads to a demo request |
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| 436 | Vast.aiVast.ai Inc. · HTTP API | GPU compute | B | 62.6 | none | n/a | n/a | Pay per use | API key | Hosted | ||
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Vast.ai is a marketplace for renting GPUs by the second from independent hosts and data centres, as Docker instances, virtual machines or autoscaling serverless endpoints. Agents use the `vastai` CLI, a Python SDK or a REST API. Top strength API keys take 11 permission categories and per-endpoint constraints on resource IDs, and can be reset or deleted at once Top weakness No SLA. The terms say availability is not guaranteed and the service can change without notice |
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| 437 | AtlanAtlan · Platform | Knowledge | B | 62.5 | 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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| 438 | Sequential Thinking (MCP reference server)MCP project (reference servers) · MCP server | Reasoning | B | 62.5 | 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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| 439 | SerpApiSerpApi · HTTP API | Search | B | 62.5 | 3.5 (2) | n/a | n/a | $25 / 1k req | API key | Hosted and 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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| 440 | DocusignDocusign, Inc. · HTTP API | E-signatures | B | 62.5 | none | n/a | n/a | $50 / mo | OAuth | Hosted | ||
|
Docusign is an e-signature and agreement management service. Its eSignature REST API creates envelopes from documents or templates, sends them to signers, embeds signing in an app and reports status. A hosted MCP server exposes a subset as tools. Top strength Public Spec files under MIT on GitHub for eSignature v2.1 (213 paths, 414 operations) and ten other APIs Top weakness health.docusign.com lists 34 incidents since 9 July 2026, including a two-hour NA4 disruption on 30 July and email notification failures from 25 to 30 September |
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| 441 | MX Platform APIMX Technologies, Inc. · HTTP API | Bank data | B | 62.5 | none | n/a | n/a | Paid | API key | Hosted | ||
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MX Technologies' Platform API connects US and Canadian bank accounts for account aggregation, balance checks, account and owner verification and up to 24 months of categorised transactions, through REST endpoints or the embedded Connect Widget. Top strength OpenAPI files for all three Platform API versions, an llms.txt index and a Markdown twin of every docs page Top weakness No public price, SLA or client agreement. Production keys are requested from MX in the Client Dashboard |
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| 442 | TinkTink AB (Visa) · HTTP API | Bank data | B | 62.5 | none | n/a | n/a | Paid | OAuth | Hosted | ||
|
Tink is a European open banking platform owned by Visa. Its REST API and hosted Tink Link flow read accounts, balances and transactions with the account holder's consent, and start bank payments. Top strength OAuth 2.0 client credentials with named scopes per endpoint, 30-minute client tokens and two-hour user tokens Top weakness No public prices. The pricing page lists Standard as Contact us and Enterprise as Custom pricing, and the FAQ says there is no pay-per-use option |
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| 443 | 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 | ||
|
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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| 444 | DocuSealDocuSeal, LLC · HTTP API | E-signatures | B | 62.4 | none | n/a | n/a | $0.20 / tx | API key | Hosted | ||
|
Open-source document signing platform from DocuSeal, LLC, run as a hosted cloud in US and EU regions or self-hosted under AGPL-3.0. Its REST API creates templates from PDF, DOCX or HTML, sends them for signature and reports status by webhook. Top strength Public OpenAPI 3.1 file with 23 operations and 11 webhook events, plus llms.txt and a Markdown twin of every page Top weakness No rate limit, 429 guidance or idempotency key was found in the API reference or the OpenAPI file |
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| 445 | LinkedIn Marketing APIsLinkedIn Corporation · HTTP API | Advertising | B | 62.4 | none | n/a | n/a | Free | OAuth | Local | ||
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LinkedIn's advertising APIs for campaign management, performance reporting, matched audiences, conversions and lead sync. Agents call versioned REST endpoints at api.linkedin.com/rest with a member's OAuth token, after LinkedIn approves the developer application. Top strength Monthly versions (latest 202609) each supported for at least one year, with a sunset date per version on the migrations page Top weakness Standard rate limits are not published. An app sees its limit in the Developer Portal only after calling the endpoint |
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| 446 | nanobotHKUDS · Agent harness | Assistants | B | 62.4 | none | n/a | n/a | Free · OSS | None | Local | ||
|
nanobot is an open-source, self-hosted personal AI agent written in Python by HKUDS. It runs as a gateway on the owner's machine and answers in a web UI, a terminal and chat apps, with tools, memory and scheduled automations. Top strength MIT licence, runs on the owner's machine, and no telemetry code was found in the source at v0.3.5 Top weakness No per-action approval was found in the docs or source. The agent sends messages, runs shell commands and edits files without asking |
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| 447 | Lusha API + MCPLusha · HTTP API | Leads | B | 62.3 | 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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| 448 | Lingo.devReplexica, Inc. · HTTP API | Translation | B | 62.3 | none | n/a | n/a | $99 / mo | OAuth or key | Hosted | ||
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Lingo.dev is a hosted AI translation platform from Replexica, Inc. Customers configure engines with glossaries, brand voices, rules and a model per language pair, then call them through a REST API, a CLI or a hosted MCP server. Top strength Glossary terms, per-locale brand voice and rules apply on every call, sync or async, through one configured engine Top weakness No public OpenAPI file was found, |
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| 449 | Spendesk API + MCPSpendesk SAS · HTTP API | Spend | B | 62.3 | none | n/a | n/a | Paid | OAuth or key | Hosted | ||
|
Spend management platform from Spendesk SAS in Paris, covering company cards, expense claims, supplier invoices, purchase orders and accounting exports. Outside agents reach it through a REST API with scoped keys or OAuth, and a hosted MCP server. Top strength OpenAPI 3.1 definition with 106 operations, llms.txt and a Markdown copy of every docs page, all public without sign-in Top weakness No public price, free tier or self-serve signup. API access and demo credentials are requested from a Spendesk representative |
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| 450 | VerdaVerda · HTTP API | GPU compute | B | 62.3 | none | n/a | n/a | Pay per use | OAuth | Hosted and local | ||
|
Verda, formerly DataCrunch, is a Finnish GPU cloud renting GPU and CPU instances, clusters, serverless containers and storage. Agents use its REST API, Python and Go SDKs, or a CLI with a built-in MCP server in beta. Top strength OpenAPI 3.1 document with 112 operations and 156 schemas, plus Top weakness No free tier. Accounts are prepaid, and instances are discontinued and volumes deleted when the balance reaches zero |
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| 451 | draw.io + MCPdraw.io · MCP server | Diagrams | B | 62.2 | 4.0 (2) | n/a | n/a | Free · OSS | None | Hosted and local | ||
|
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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| 452 | ConvoyFrain Technologies Inc. · HTTP API | Webhooks | B | 62.2 | none | n/a | n/a | $99 / mo | API key | Local | ||
|
Convoy is a webhooks gateway from Frain Technologies. It sends outgoing webhooks with retries and signatures and receives incoming ones, through an HTTP API on Convoy Cloud or a self-hosted, source-available server. Top strength Public OpenAPI 3.0 spec with 68 operations, plus llms.txt and Markdown copies of every documentation page Top weakness Advisory GHSA-p5vg-v7mj-f6q4 (24 July 2026, High) let a caller on one project read another project's source and broker credentials before v26.6.8 |
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| 453 | Microsoft Teams (Microsoft Graph)Microsoft · HTTP API | Work | B | 62.2 | none | n/a | n/a | Your plan | OAuth | Hosted | ||
|
Microsoft Graph endpoints for Microsoft Teams. An app lists teams, channels and chats, reads and sends messages, manages members and receives change notifications over REST, with OAuth tokens from Microsoft Entra ID for work or school accounts. Top strength Separate delegated permissions for sending ( Top weakness Application permissions can send messages only for migration ( |
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| 454 | QwenPawAgentScope · Agent harness | Assistants | B | 62.2 | none | n/a | n/a | Free · OSS | None | Local | ||
|
Open-source personal assistant from the AgentScope team that the owner runs on their own machine or server. It answers on chat apps, runs scheduled and proactive tasks, manages a mailbox over IMAP and SMTP, and keeps memory as Markdown files. Top strength New mail driver cards default to the Top weakness Usage data is on by default, |
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| 455 | JevTypeSafe AI · Model API | Decisions | B | 62.1 | 3.0 (2) | n/a | n/a | Pay per use | API key | Hosted | ||
|
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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| 456 | TrueLayerTrueLayer · HTTP API | Bank data | B | 62.1 | 3.0 (2) | n/a | n/a | Paid | OAuth | Hosted | ||
|
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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| 457 | Replicate video modelsReplicate (Cloudflare) · Platform | Video | B | 62.1 | none | n/a | n/a | Pay per use | API key | Hosted and local | ||
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Replicate runs third-party and open video models, among them Veo 3.1, Kling 3.0, Runway Gen-4.5, Seedance 2.0 and Wan, through one predictions API with Python and JavaScript clients and an MCP server. Top strength Official video models bill per second of output at prices shown on each model page, from $0.10 for Wan 2.7 to $0.40 for Veo 3.1 with audio Top weakness Tokens have no scopes, expiry or spend cap, and any token can run every model and delete account resources |
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| 458 | Buffer API + MCPBuffer · HTTP API | Social | B | 62 | 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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| 459 | Meeting BaaSSAS SPOKE · HTTP API | Meetings | B | 62 | none | n/a | n/a | $99 / mo | API key | Hosted | ||
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Meeting BaaS is a hosted API from SAS SPOKE in France that sends recording bots to Zoom, Google Meet and Microsoft Teams meetings and returns recordings, transcripts and speaker data. Developers call it with an API key. Top strength Public OpenAPI 3.1 spec for v2 with 73 operations, 446 examples and 400, 404, 409 and 429 responses on most operations Top weakness Six v2 releases between 11 September and 6 October 2026 changed behaviour on the live path with notes published on release day |
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| 460 | Microsoft Power AutomateMicrosoft · HTTP API | Workflows | B | 62 | none | n/a | n/a | $15 / seat-mo | OAuth or key | Local | ||
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Microsoft's workflow builder for cloud flows across Microsoft 365, Dataverse and third-party connectors. Outside agents list, create, update and delete solution-aware flows through the Dataverse Web API, and start a flow through its HTTP request trigger. Top strength Solution-aware cloud flows are rows in the Dataverse Top weakness Flows under My flows can't be managed in code, and Microsoft calls the |
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| 461 | MixpanelMixpanel, Inc. · HTTP API | Product analytics | B | 62 | none | n/a | n/a | $140 / mo | OAuth or key | Hosted | ||
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Mixpanel is a hosted product analytics service that records events and answers questions about funnels, retention, cohorts, experiments and feature flags. Agents reach it through REST APIs with public OpenAPI specs and a hosted MCP server. Top strength 14 public OpenAPI specs covering 106 operations, plus llms.txt, llms-full.txt and a Markdown copy of every docs page Top weakness Query API limit of 60 queries an hour and five concurrent per project, and 600 MCP requests an hour per user |
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| 462 | SendcloudSendcloud B.V. · HTTP API | Shipping | B | 62 | none | n/a | n/a | $31.30 / mo | OAuth or key | Hosted | ||
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Shipping platform for European online shops from Sendcloud B.V. in Eindhoven. Its API v3 and hosted MCP server quote carrier rates, create labels, validate addresses, track parcels and handle returns across the carriers an account has enabled. Top strength 29 public OpenAPI 3.1 specs covering 104 API v3 operations, with an llms.txt index and Markdown copies of every docs page Top weakness One OAuth scope, |
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| 463 | Cloudflare Web Search APICloudflare, Inc. · HTTP API | Search | C | 61.9 | 3.0 (2) | n/a | n/a | $0.25 / 1k req | API key | Local | ||
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Cloudflare's web search endpoint, in open beta since 2 October 2026, routes a query through AI Gateway to Ceramic.ai, Exa or Linkup and returns results in one format, by REST or from a Worker's AI binding. Top strength Three providers behind one request shape, switched by the Top weakness Open beta, with no SLA found for AI Gateway |
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| 464 | Claude CodeAnthropic · Agent harness | Harnesses | C | 61.9 | 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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| 465 | PrismicPrismic.io Inc. · HTTP API | CMS | C | 61.9 | none | n/a | n/a | $10 / mo | OAuth or key | Hosted | ||
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Prismic is a hosted headless CMS and page builder. Agents write to it through the official hosted MCP server (16 tools that stage changes in releases) or the Migration, Asset and Types APIs with a write token. Top strength Official hosted MCP server at Top weakness No OpenAPI file for the Migration, Asset or Types APIs in the reviewed documentation. The Types API links a Postman collection |
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| 466 | ShippoShippo · HTTP API | Shipping | C | 61.9 | none | n/a | n/a | $0.07 / tx | OAuth or key | Hosted | ||
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Multi-carrier shipping API from Shippo. It quotes rates, buys labels, validates addresses, tracks parcels and creates return labels across the carriers it connects, through a REST API, official SDKs and a hosted MCP server. Top strength Public prices per unit, 7 cents a label after 30 free a month, 1 cent a rate request and 2 cents a tracking request Top weakness No idempotency key on label purchase or other writes. Only the Reporting API accepts one |
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| 467 | SignWellDocsketch, LLC (DBA SignWell) · HTTP API | E-signatures | C | 61.9 | none | n/a | n/a | $0.85 / tx | API key | Hosted and local | ||
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E-signature service from Docsketch, LLC (trading as SignWell). Its REST API creates documents and templates, sends them for signature, embeds signing in an iframe and reports status by webhook. A CLI and a local MCP server use the same API. Top strength Public OpenAPI 3.0.1 file with 26 operations, every one documenting a 429 response, plus llms.txt and a Markdown twin of each reference page Top weakness One API key in |
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| 468 | Unified.to MCP ServerUnified API Inc. · MCP server | Tool access | C | 61.9 | none | n/a | n/a | $750 / mo | OAuth or key | Hosted | ||
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Unified.to MCP Server is a hosted Streamable HTTP server from Unified API Inc. that turns one end-customer connection to a business app into MCP tools, on top of the vendor's unified API for CRM, HR, accounting and other categories. Top strength A credential-free preview of the HubSpot tool list returned 78 tools, each with a JSON Schema input and Top weakness The default credential is a workspace API key. The docs say it grants access to all connections and the whole Unified.to account |
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| 469 | Zoho CPaaS (formerly ZeptoMail)Zoho Corporation · HTTP API | C | 61.8 | none | n/a | n/a | $30 / mo | OAuth or key | Hosted | |||
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Transactional email service from Zoho, renamed from ZeptoMail to Zoho CPaaS in September 2026. It sends application email through a REST API or SMTP relay, with templates, domain management, suppression lists, logs and webhooks. Top strength Public OpenAPI 3.0.3 file with 42 operations, plus llms.txt and a Markdown copy of every help page Top weakness No API rate limit, 429 behaviour or Retry-After was found in the reviewed documentation or the OpenAPI file |
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| 470 | BambooHRBamboo HR LLC · HTTP API | HR | C | 61.7 | none | n/a | n/a | $10 / seat-mo | OAuth or key | Hosted | ||
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HR system of record for small and medium-sized businesses, covering employee records, time off, hiring, onboarding and performance. Agents reach it through a REST API with a public OpenAPI spec, or a hosted MCP server in beta. Top strength Public OpenAPI 3.1 spec with 389 operations, plus llms.txt and a Markdown copy of every docs page Top weakness No rate limit numbers in the reviewed documentation. The terms reserve the right to throttle |
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| 471 | SendblueRound One, Inc. · HTTP API | Messaging | C | 61.7 | none | n/a | n/a | $100 / mo | API key | Hosted and local | ||
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Sendblue is a hosted API from Round One, Inc. for sending and receiving iMessage, RCS, SMS and MMS from dedicated or shared phone numbers. Agents use a REST API, TypeScript and Python SDKs, a CLI and an MCP server. Top strength One request to Top weakness Proactive outbound messaging needs the Blue Ocean plan, which has no public price. The $100 AI Agent plan is inbound-first |
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| 472 | WorkableWorkable Software Limited · HTTP API | Recruiting | C | 61.7 | none | n/a | n/a | $299 / mo | OAuth or key | Hosted | ||
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Workable is recruiting and HR software with an applicant tracking system. Agents reach jobs, candidates, pipeline stages, job offer approvals and employee records through a REST API with scoped tokens and a hosted MCP server at mcp.workable.com. Top strength Account tokens carry any of 21 read or write scopes and an expiry from 30 days to 2 years, and an admin can revoke them Top weakness Interviews are read-only. |
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| 473 | meteoblue Weather APImeteoblue AG · HTTP API | Weather | C | 61.7 | none | n/a | n/a | Freemium | API key | Hosted | ||
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Weather data APIs from meteoblue AG of Basel, Switzerland. The Forecast API returns point forecasts in packages by coordinates, with History, Warnings, Dataset, Image and Maps APIs beside it, over HTTPS with an API key. Top strength OpenAPI 3.1 specs for the Forecast (54 paths), History, Dataset, Image, Warnings, Measurements, Accounting and Model-Run Archive APIs, each at Top weakness The key is accepted only as the |
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| 474 | AnrokAnrok, Inc. · HTTP API | Tax | C | 61.6 | none | n/a | n/a | $100 / mo | OAuth or key | Hosted | ||
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Anrok is a hosted sales tax, VAT and GST compliance platform for software and ecommerce sellers. Its API calculates tax and records transactions, and Anrok registers, files and remits. A remote MCP server gives AI assistants access to the account. Top strength Public OpenAPI 3.1 spec at apidocs.anrok.com/openapi.yaml with 26 operations, 45 enums and typed error codes on 409 responses Top weakness No self-serve signup. Starter is $100 per market a month through "Talk to us", and Custom is quoted by sales |
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| 475 | GranolaGranola, Inc. · HTTP API | Meetings | C | 61.6 | none | n/a | n/a | $14 / seat-mo | OAuth or key | Hosted | ||
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Granola is a meeting notepad that transcribes calls from device audio without a bot and writes AI summaries. An outside agent reads notes, summaries and transcripts through an MCP server, or a REST API with webhooks on paid plans. Top strength Public OpenAPI 3.1.0 document for 17 operations, plus llms.txt and a Markdown copy of every docs page Top weakness The REST API and webhooks need a Business ($14 a user a month) or Enterprise plan. The free plan has MCP only, with folder and transcript tools withheld |
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| 476 | GumloopAgentHub Inc. · HTTP API | Workflows | C | 61.6 | none | n/a | n/a | $37 / mo | OAuth or key | Hosted | ||
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Gumloop is a hosted platform from AgentHub Inc. for building AI agents that work across company apps and run on schedules, webhooks and app events. It has a REST API, a Python SDK, a CLI and a hosted MCP server. Top strength OpenAPI 3.0 file with 105 operations on 83 paths, and every docs page served as Markdown with Top weakness API keys and the |
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| 477 | ntfyntfy · HTTP API | Notifications | C | 61.5 | 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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| 478 | CoreWeaveCoreWeave, Inc. · HTTP API | GPU compute | C | 61.5 | none | n/a | n/a | Pay per use | Token | Hosted | ||
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CoreWeave is a GPU cloud that rents NVIDIA GPU nodes through a managed Kubernetes service (CKS), with REST and gRPC platform APIs, a Terraform provider and a hosted MCP server for observability. Top strength On-demand and spot prices per instance-hour are public, for example HGX H100 at $49.24 on demand and $19.71 spot for 8 GPUs Top weakness No self-serve route. CoreWeave's sales team approves an organisation and emails the activation link before a token can be created |
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| 479 | ZulipKandra Labs, Inc. · HTTP API | Work | C | 61.5 | none | n/a | n/a | $6.67 / seat-mo | API key | Local | ||
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Zulip is open-source team chat organised into channels and topics, from Kandra Labs, hosted as Zulip Cloud or self-hosted. Agents reach it through a REST API with bot accounts, an events queue and Python and JavaScript client libraries. Top strength Public OpenAPI 3.0 file with 166 operations, all described, and curl, Python and JavaScript examples per endpoint Top weakness One API key per account, with no scopes, expiry or OAuth. A generic bot's key does what a normal member can do |
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| 480 | Wix Stores and eCommerce APIWix.com Ltd. · HTTP API | Commerce | C | 61.4 | none | n/a | n/a | Freemium | OAuth or key | Hosted | ||
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Wix is a hosted website and online store platform. Agents reach its Stores and eCommerce data through the REST API at `www.wixapis.com`, a JavaScript SDK, and a hosted MCP server at `mcp.wix.com` that searches the docs and calls site APIs. Top strength Every docs page has a Markdown twin (append Top weakness No numeric rate limit for the REST API was found in the reviewed documentation. The 429 guidance is to wait a minute and retry |
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| 481 | Lara Translate APITranslated · HTTP API | Translation | C | 61.3 | 3.0 (2) | n/a | n/a | Freemium | OAuth or key | Hosted and 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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| 482 | Mindee APIMindee · HTTP API | Documents | C | 61.3 | 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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| 483 | NorthflankNorthflank · Platform | GPU compute | C | 61.3 | 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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| 484 | Strands Decider 2BAmazon Web Services (Strands Agents) · Model API | Decisions | C | 61.3 | 2.0 (1) | n/a | n/a | Free · OSS | None | Local | ||
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Strands Decider 2B is an open-weight decision model from AWS's Strands Labs, released on 1 October 2026 under Apache-2.0. It answers typed yes or no, choice and score questions with probabilities, and runs locally from a Python package. Top strength Apache-2.0 code and weights, with the training recipe, data inventory and evaluation logs published Top weakness Version 0.1.0, described as experimental in its package metadata, with no changelog file |
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| 485 | AshbyAshby, Inc. · HTTP API | Recruiting | C | 61.3 | none | n/a | n/a | $300 / mo | OAuth or key | Hosted | ||
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Ashby is an applicant tracking and recruiting platform from Ashby, Inc. Agents reach it through a public RPC-style API for candidates, applications, jobs, interviews and offer records, or through a hosted MCP server in open beta. Top strength API keys start with no permissions, then gain read or write access per module across 14 modules Top weakness No trial or free tier found. Every plan starts with a sales call, and the sandbox instance is on Plus and Enterprise only |
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| 486 | Cisco AI Defense Inspection APICisco Systems, Inc. · HTTP API | Guardrails | C | 61.3 | none | n/a | n/a | Paid | API key | Hosted | ||
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Hosted inspection API from Cisco that checks chat messages, HTTP requests and responses, and MCP messages for prompt injection, personal data, harmful content and policy violations, and returns an allow or block verdict for the calling application to enforce. Top strength One call returns Top weakness No public price, free tier or trial for the Inspection API. Subscriptions are bought through sales and activated with a claim code |
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| 487 | Muse CodeMeta · Agent harness | Harnesses | C | 61.3 | none | n/a | n/a | $5 / mo | OAuth or key | Local | ||
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Muse Code is Meta's coding agent for the terminal and CI, built for its Muse models. It plans, edits files and runs commands under approvals and an OS sandbox, interactively, headless through `muse exec` or from an SDK. Top strength Sandbox on by default (Seatbelt on macOS, bubblewrap on Linux), with Top weakness Closed source, with no public CI or issue tracker for the CLI found and release notes that carry no dates |
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| 488 | Templated API + MCPTemplated · HTTP API | Assets | C | 61.2 | 4.0 (2) | n/a | n/a | $39 / mo | OAuth or key | Hosted and 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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| 489 | BrazeBraze, Inc. · HTTP API | Lifecycle marketing | C | 61.2 | none | n/a | n/a | Paid | OAuth or key | Hosted | ||
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Braze is a hosted engagement platform that stores customer profiles and events, builds segments and sends campaigns and Canvas journeys by email, SMS, push and in-app message. Agents reach it through a REST API and an official remote MCP server. Top strength REST API keys carry per-endpoint permissions and optional IP allowlists, and a key's scope can't be edited after creation Top weakness No public prices. Editions, monthly active users and Action Credits are sold by contract, and the pricing page says there is no free plan |
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| 490 | MLflow TracingMLflow Project (LF Projects, LLC) · HTTP API | Evals | C | 61.2 | none | n/a | n/a | Free · OSS | OAuth or key | Local | ||
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Open-source tracing, evaluation and prompt management for LLM applications and agents, part of MLflow, a Linux Foundation project. Owners run the server themselves, and agents read and annotate traces through an experimental MCP server or the `mlflow traces` CLI. Top strength Apache-2.0 licence, free to self-host, with nothing to buy from the project Top weakness The MCP server is marked experimental in the docs and sets no |
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| 491 | PinpointThe Infuse Group Limited (trading as Pinpoint Software) · HTTP API | Recruiting | C | 61.2 | none | n/a | n/a | Paid | OAuth or key | Hosted | ||
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Pinpoint is an applicant tracking system for in-house recruiting teams. Agents reach jobs, candidates, applications, interviews and requisitions through a JSON:API REST API with per-category API keys, webhooks and two hosted MCP servers. Top strength API keys are set to none, read, or write and delete for each data category, and an admin can edit or delete a key at any time Top weakness No prices are published. The site has a request pricing form, and no free tier, sandbox or self-serve trial was found |
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| 492 | Wasabi Hot Cloud StorageWasabi Technologies LLC · HTTP API | Storage | C | 61.2 | none | n/a | n/a | Pay per use | API key | Hosted | ||
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Wasabi Hot Cloud Storage is S3-compatible object storage from Wasabi Technologies, sold at one price per terabyte with no egress or request fees. Agents reach it through the S3, IAM and STS APIs with standard AWS SDKs. Top strength $7.99 a TB-month in every region, with no egress or API request charges inside the fair use policy Top weakness No numeric request limits for the S3 API. The fair use policy adjusts concurrent requests per account by stored volume |
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| 493 | Braintrust API + MCPBraintrust · HTTP API | Evals | C | 61.1 | 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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| 494 | Microsoft Foundry fine-tuning (Azure OpenAI)Microsoft · HTTP API | Fine-tuning | C | 61.1 | 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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| 495 | TrelloAtlassian (Trello, Inc.) · HTTP API | Projects | C | 61.1 | none | n/a | n/a | $5 / seat-mo | OAuth or key | Hosted | ||
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Trello is Atlassian's hosted board product for lists and cards of work. Agents reach it through a REST API at api.trello.com with a public OpenAPI spec, using an API key and user token or OAuth 2.0. Top strength Public OpenAPI 3.0.0 spec with 261 operations on 191 paths, each with a summary, served from developer.atlassian.com Top weakness The documented default passes the API key and user token as |
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| 496 | VeriffVeriff OÜ · HTTP API | Verification | C | 61.1 | none | n/a | n/a | $0.80 / tx | API key | Local | ||
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Identity verification service from Veriff in Tallinn. It checks an identity document and a selfie, with liveness, database checks and PEP and sanctions screening. Sessions are created and read through the Public API v1, with results sent by webhook. Top strength Public prices of $0.80, $1.39 and $1.89 a verification, with a 15-day trial of up to 50 sessions and no card Top weakness No server-side SDK and no MCP server. Official packages cover only browser and mobile capture |
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| 497 | Zoho BooksZoho · HTTP API | Accounting | C | 61.1 | none | n/a | n/a | $15 / mo | OAuth | Hosted | ||
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Zoho Books is hosted accounting software from Zoho for small and mid-sized businesses. Agents reach it through the REST API v3, covering invoices, bills, payments, banking, journals and the chart of accounts behind OAuth 2.0. Top strength OpenAPI 3.0.0 files for 45 resources and 885 operations download from the docs as Top weakness No profit and loss, balance sheet or other report endpoint appears in the API docs or the OpenAPI files |
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| 498 | Jina Embeddings and RerankerJina AI (Elastic) · HTTP API | Embeddings | C | 61 | 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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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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