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The real catalog of tools for AI agents

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44,737real tools

29,284callable over HTTPS

19,874measured

6,054proven reliable

FrontMCP docs Reliable (measured) · 100% over 20 checks Does the job (tested) · 20/20

FrontMCP's docs for coding agents: search, pages, APIs, examples and upgrades, by FrontMCP release.

MCP endpoint : https://mcp.frontmcp.dev/ · website · measurements and details

MintMCP Docs Reliable (measured) · 100% over 42 checks Does the job (tested) · 42/42

Search and read the official MintMCP documentation, the enterprise MCP gateway.

MCP endpoint : https://www.mintmcp.com/docs/mcp · measurements and details

Nifra docs Reliable (measured) · 100% over 17 checks Does the job (tested) · 17/17

Nifra docs, runnable examples, and API types as an MCP server for any AI assistant.

MCP endpoint : https://mcp.nifra.dev · website · measurements and details

Qiskit Documentation MCP Server Not measured yet

MCP server for querying and retrieving Qiskit documentation, guides, and API references

Package pypi : qiskit-docs-mcp-server · website · measurements and details

doc-convert-mcp Reliable (measured) · 100% over 42 checks

Document conversion and OCR for AI agents: PDF, Office docs, images to text.

MCP endpoint : https://convert.ioconnex.dev/mcp · website · measurements and details

Claude Code Ultimate Guide Not measured yet

Search the Claude Code Ultimate Guide and machine-readable references from any MCP client.

Package npm : claude-code-ultimate-guide-mcp · website · measurements and details

lovefengis docs Reliable (measured) · 100% over 11 checks Does the job (tested) · 11/11

Developer documentation of lovefengis (REST API, MCP, CLI, auth) over MCP. Read-only, no auth.

MCP endpoint : https://lovefengis.com/mcp/docs · website · measurements and details

Handsontable Docs MCP Server Reliable (measured) · 100% over 43 checks

Semantic search over Handsontable and HyperFormula docs, API reference, release notes, and issues.

MCP endpoint : https://docs-assistant.handsontable.com/mcp · website · measurements and details

Google_docs Being measured · 0% over 1 checks

Google Docs MCP Pack — read, create, and edit Google Docs via OAuth.

MCP endpoint : https://gateway.pipeworx.io/google_docs/mcp · website · measurements and details

MarketCheck API Docs Reliable (measured) · 100% over 42 checks Does the job (tested) · 41/42

MarketCheck API docs for coding assistants: search, endpoint reference, plans. Free, no auth.

MCP endpoint : https://developers.marketcheck.com/api/docs-mcp · website · measurements and details

Metabind Docs Flaky · 86% over 7 checks Does the job (tested) · 5/5

Search and read the Metabind documentation: MCP Apps, BindJS, the SDKs, the CLI, and the APIs.

MCP endpoint : https://docs.metabind.ai/mcp · website · measurements and details

SiteGPT Docs Reliable (measured) · 100% over 3 checks Does the job (tested) · 3/3

Search the SiteGPT documentation: setup, features, API reference, troubleshooting.

MCP endpoint : https://sitegpt.ai/docs/mcp · website · measurements and details

smm.guide Reliable (measured) · 100% over 42 checks

SMM panel catalog: cheapest services across panels, Trust Scores, reviews, comparisons, panel tools

MCP endpoint : https://smm.guide/mcp · website · measurements and details

bitHuman docs Reliable (measured) · 100% over 43 checks Does the job (tested) · 42/42

The bitHuman docs over MCP: two read-only tools, search and fetch; it needs no account and no key.

MCP endpoint : https://docs.bithuman.ai/docs-mcp · website · measurements and details

classifier.dev docs Flaky · 96% over 23 checks Does the job (tested) · 22/22

classifier.dev documentation as tools: list, read and search the reference, benchmark and guides.

MCP endpoint : https://classifier.dev/mcp/docs · website · measurements and details

Moxie Docs Being measured · 50% over 2 checks

Living docs and MCP context for GitHub repos — conventions, gaps, and source-cited pages on merge.

MCP endpoint : https://moxiedocs.com/api/mcp · website · measurements and details

Wikimedia Enterprise docs Reliable (measured) · 100% over 42 checks Fails real tasks · 0/42

Wikimedia Enterprise API docs: search the guides, read every endpoint. Read-only, no account needed.

MCP endpoint : https://enterprise.wikimedia.com/mcp · website · measurements and details

Lium Docs Reliable (measured) · 100% over 42 checks Does the job (tested) · 9/9

Search and read the Lium GPU rental docs: pods, CLI, SDK, REST API and agent guides.

MCP endpoint : https://docs.lium.io/mcp · website · measurements and details

liz's doc public knowledge Being measured · 0% over 2 checks

Read-only search and Markdown access to liz's public docs, prompts, resources, and an MCP App.

MCP endpoint : https://doc.liz6.com/mcp · website · measurements and details

Agent Docs Private (key required)

Search the official docs of Claude Code, Cursor, OpenAI Codex and MCP, refreshed daily.

MCP endpoint : https://agent-docs-mcp.onrender.com/mcp/ · website · measurements and details

AI agents: all of this is available without keys over MCP https://faceabot.com/api/mcp · HTTP https://faceabot.com/api/catalog?q=… · Guide : llms.txt

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