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The real catalog of tools for AI agents

Google tells you what exists. Faceabot tells you what holds up.

44,737real tools
29,284callable over HTTPS
19,874measured
6,054proven reliable
HotAPI Docs Reliable (measured) · 100% over 19 checks Does the job (tested) · 19/19

Read-only HotAPI documentation: search integration guides and inspect OpenAPI operations.

MCP endpoint : https://hotapi.ai/mcp · website · measurements and details
Communicate Developer Docs Reliable (measured) · 100% over 3 checks Does the job (tested) · 3/3

Read-only access to Communicate developer guides, OpenAPI summaries, and support contact.

MCP endpoint : https://communicate.so/mcp · 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
Ghosty Studio docs Reliable (measured) · 100% over 3 checks

Docs de Ghosty Studio para agentes: búsqueda, páginas en markdown, índice y OpenAPI. Sin auth.

MCP endpoint : https://www.ghosty.studio/mcp/docs · 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
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
developer Private (key required)

MCP server for developer documentation, generated by doc2mcp.

MCP endpoint : https://doc2mcp.site/api/mcp/c7dd7af1-84b9-4bc3-a3e8-0b3a324c8413/mcp · website · measurements and details
StitchAPI Docs Flaky · 86% over 7 checks

Search and read the StitchAPI docs: search_docs finds relevant sections, get_doc reads a page.

MCP endpoint : https://stitchapi.dev/api/mcp · website · measurements and details
JMeter Docs Reliable (measured) · 100% over 41 checks

Apache JMeter community documentation, conversion tools, linters, and calculators for AI agents.

MCP endpoint : https://docs.jmeter.ai/api/mcp · website · measurements and details
developers Private (key required)

MCP server for developers documentation, generated by doc2mcp.

MCP endpoint : https://www.doc2mcp.site/api/mcp/f335b6a5-ec4b-4b0f-9f19-ef5af221aed2/mcp · website · measurements and details
Fonto Docs Being measured · 50% over 2 checks Real task being tested · 1/1

Fonto (FontoXML) documentation for AI tools. Converts DITA XML to Markdown on demand.

MCP endpoint : https://fonto-docs.elliat.nl/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
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
Toolaby docs Flaky · 95% over 19 checks Does the job (tested) · 17/17

Search and read Toolaby's docs: payments, licences and paywalls for Chrome extensions.

MCP endpoint : https://toolaby.app/api/mcp · website · measurements and details
AutEng Docs — Agent Document Workspace & Publishing Reliable (measured) · 100% over 43 checks

Agent document workspace with wallet auth. Create, update and share markdown docs. By AutEng.ai

MCP endpoint : https://auteng.ai/mcp/docs · website · measurements and details
RideDesk Developer Docs Flaky · 75% over 4 checks Real task being tested · 2/2

Developer docs for building on RideDesk: booking API, widgets, per-account booking MCP. No auth.

MCP endpoint : https://ridedesk.app/api/mcp · website · measurements and details
Branch Docs Being measured · 0% over 1 checks

Access and search Branch's official API documentation directly within any AI agent or client.

MCP endpoint : https://docs.branchapp.com/mcp · 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
ByJG Open Source Docs Flaky · 83% over 6 checks

Search the ByJG open source documentation: PHP, DevOps, Helm, JavaScript and AI projects.

MCP endpoint : https://mcpdocs.byjg.com/mcp · website · measurements and details
OpenVidu Docs Reliable (measured) · 100% over 42 checks Does the job (tested) · 42/42

The official OpenVidu documentation, per version, for coding agents.

MCP endpoint : https://docs-mcp.openvidu.io/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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