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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
Docsy Reliable (measured) · 100% over 15 checks Partly does the job · 10/15

Read versioned developer documentation with original source links using five public MCP tools.

MCP endpoint : https://docsy.remcp.site/mcp · 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
Docsy Flaky · 86% over 7 checks Fails real tasks · 2/6

Read versioned developer documentation with original source links using five public MCP tools.

MCP endpoint : https://docsy.remcp.site/mcp/registry · website · measurements and details
Lithuanian Data Portal documentation Being measured · 100% over 2 checks Real task being tested · 2/2

Search and read the Lithuanian Data Portal user guide and Data API docs, in Lithuanian and English

MCP endpoint : https://guides.dataportal.gov.lt/api/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
JSONPad documentation Being measured · 100% over 2 checks Real task being tested · 0/2

JSONPad docs, API, SDK and CLI references, and offline checkers for write rules and flows.

MCP endpoint : https://mcp.jsonpad.io/docs · 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
GameAnalytics Documentation Reliable (measured) · 100% over 43 checks

Search GameAnalytics docs: Unity, Unreal, iOS, Android SDK and API guides for mobile game analytics.

MCP endpoint : https://mcp.docs.gameanalytics.com · website · measurements and details
docs-mcp Being measured · 0% over 1 checks

Provides Vaadin Documentation and help with development tasks

MCP endpoint : https://mcp.vaadin.com/docs/ · 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
Supovia Customer Support Flaky · 67% over 3 checks

Reply to and resolve customer chats, search your help docs and see which conversations need you.

MCP endpoint : https://mcp.supovia.com/mcp · website · measurements and details
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
Avalara Developer Documentation Private (key required)

Provides access to Avalara developer documentation, integration guides, and code examples

MCP endpoint : https://mcp.avalara.com/docs · website · measurements and details
docs-mcp Flaky · 90% over 10 checks Does the job (tested) · 8/8

Remote MCP server for Tandem docs, install guides, SDKs, workflows, and agent setup help.

MCP endpoint : https://tandem.ac/mcp · website · measurements and details
DAGP documentation Not measured yet

Read-only DAGP governance rules, agent quickstart and experimental society guides.

Package mcpb : https://github.com/Martines90/dagp/releases/download/v0.1.0-seed.1/dagp-docs-mcp-0.1.0.mcpb · 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
Soracom Knowledge Reliable (measured) · 100% over 42 checks Fails real tasks · 0/42

Search SORACOM documentation: service guides, FAQ, API references, IoT recipes, etc.

MCP endpoint : https://knowledge-mcp.soracom.com · website · measurements and details
docs-mcp Flaky · 93% over 15 checks Does the job (tested) · 13/14

Get authoritative answers about Redpanda documentation and search API references.

MCP endpoint : https://docs.redpanda.com/mcp · website · measurements and details
vonage-documentation-mcp Reliable (measured) · 100% over 41 checks

MCP server for Vonage API documentation, code snippets, tutorials, and troubleshooting.

MCP endpoint : https://documentation-mcp.vonage.dev/mcp · website · measurements and details
mcp-docs-server Flaky · 80% over 5 checks Fails real tasks · 0/4

AI access to Mapbox docs, API references, style specs, and guides. No token required.

MCP endpoint : https://mcp-docs.mapbox.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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