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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
19,924measured
6,554proven reliable
Context Studios MCP Reliable (measured) · 100% over 44 checks Does the job (tested) · 43/43

AI agency API: free tools for glossary, comparisons, blog, guides, estimates and consulting

MCP endpoint : https://mcp.contextstudios.ai/api/public/mcp · website · measurements and details
framework-mcp Being measured · 0% over 1 checks

Verified, version-pinned answers about fast-moving frameworks for coding agents.

MCP endpoint : https://framework-mcp-production.up.railway.app/mcp · website · measurements and details
Contexter Private (key required)

Share one project context across ChatGPT, Claude, Telegram and any MCP client.

MCP endpoint : https://contexterai.com/mcp · website · measurements and details
Microsoft Learn MCP Reliable (measured) · 100% over 43 checks Does the job (tested) · 43/43

Official Microsoft Learn MCP Server – real-time, trusted docs & code samples for AI and LLMs.

MCP endpoint : https://learn.microsoft.com/api/mcp · website · measurements and details
Golem Context Private (key required)

Read your Golem fleet's ledger from any MCP client: agents' sessions, live activity, signed record.

MCP endpoint : https://context.golem.team/mcp · website · measurements and details
Context OS Private (key required)

Workspace knowledge bases agents ingest, search, and query over MCP.

MCP endpoint : https://app.contextlm.top/api/v1/mcp · website · measurements and details
ContextLayer Flaky · 83% over 6 checks

Intelligent context infrastructure for AI teams: knowledge graph, sessions, tasks, documents.

MCP endpoint : https://api.dotnova.io/mcp · website · measurements and details
Context Pill Being measured · 100% over 2 checks Real task being tested · 2/2

Daily feed of AI releases, tools and techniques, each labeled with how it was checked.

MCP endpoint : https://contextpill.com/mcp · website · measurements and details
Harmny Private (key required)

Harmny career frameworks, competencies, goals, org metrics and tasks as live context in MCP clients.

MCP endpoint : https://harmny.ai/api/mcp · website · measurements and details
Context Awesome Flaky · 86% over 7 checks

MCP server for accessing curated awesome list documentation

MCP endpoint : https://www.context-awesome.com/api/mcp · website · measurements and details
FastMCP - FastAPI MCP Framework & Runner Not measured yet

FastAPI-native Model Context Protocol framework and stdio runner.

Package pypi : mcp-fastapi · website · measurements and details
context-pod Private (key required)

Persistent context for AI agents built fromlearned vectors with certainty scores.

MCP endpoint : https://context.nervousmachine.com/mcp · website · measurements and details
Context Engine Not measured yet

Compress logs, retrieval chunks, and code context into structured LLM-ready signal.

Package pypi : melonelish-context-engine · website · measurements and details
Execute context-targeting-oracle-mcp Being measured · 0% over 1 checks

Premium agentic endpoint for context-targeting-oracle-mcp.

MCP endpoint : https://api.m2mcent.com/context-targeting-oracle-mcp/sse · measurements and details
Context Relay Reliable (measured) · 100% over 41 checks Does the job (tested) · 41/41

Compact, citation-verifiable public web context for AI agents, paid per use with x402.

MCP endpoint : https://context-relay.contextrelay.workers.dev/mcp · website · measurements and details
Golem Security Private (key required)

Threat-intelligence verdicts on a URL, domain or IP before a coding agent connects to it.

MCP endpoint : https://context.golem.team/security · website · measurements and details
Lore Context Not measured yet

Governed AI-agent memory, Evidence Ledger traces, evals, and portable context tools.

Package npm : @lore-context/server · website · measurements and details
datamcp — Hosted Model Context Protocol for Databases, APIs, and Agent Memory Private (key required)

PostgreSQL, MySQL, OpenAPI/Swagger, and shared Agent Memory with scoped access.

MCP endpoint : https://api.datamcp.app/api/mcp · website · measurements and details
Sports Context Protocol Not measured yet

Self-learning operational context layer for AI sports agents. Profile 001: golf.

Package npm : sports-context-protocol · website · measurements and details
AI Context Flow Private (key required)

Universal memory for AI agents and tools. Save, organize and search context anywhere.

MCP endpoint : https://app.plurality.network/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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