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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
19,862measured
5,943proven reliable
arrowmem-mcp Reliable (measured) · 100% over 36 checks Does the job (tested) · 36/36

Free Ollama hardening checker, plus tools for privacy architecture and the Data Dignity Standard.

MCP endpoint : https://mcp.arrowmem.ca/mcp · website · measurements and details
AgentDeals Reliable (measured) · 100% over 7 checks Does the job (tested) · 7/7

MCP server aggregating developer infrastructure deals, free tiers, and startup programs

MCP endpoint : https://agentdeals.dev/mcp · website · measurements and details
memory-journal-mcp Not measured yet

Developer journal with knowledge graphs, relationships, Git context, and semantic search

Package oci : docker.io/writenotenow/memory-journal-mcp:v1.1.3 · website · measurements and details
neverinfamous-memory-journal-mcp Being measured · 0% over 2 checks

A MCP server built for developers enabling Git based project management with project and personal…

MCP endpoint : https://server.smithery.ai/@neverinfamous/memory-journal-mcp/mcp · website · measurements and details
Great Arrow Private (key required)

Shared memory and actions for Claude, Kiro, OpenAI, Cursor, and other MCP-compatible AI clients.

MCP endpoint : https://www.greatarrow.ai/api/mcp · website · measurements and details
wechat-devtools Not measured yet

MCP Server for WeChat DevTools CLI - Automate Mini Program development & testing.

Package pypi : wechat-devtools-mcp · website · measurements and details
Development Indicators MCP Reliable (measured) · 100% over 41 checks

Open-source MCP for official development indicators with provenance and citations.

MCP endpoint : https://indicatorsmcp.impactengines.ai/mcp · website · measurements and details
programming identifier charset, value discarded Not measured yet

programming identifier charset, value discarded

MCP endpoint : https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/ident-ok/mcp · website · measurements and details
Arrow IPC magic-byte check, file discarded Reliable (measured) · 100% over 6 checks

Arrow IPC magic-byte check, file discarded

MCP endpoint : https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/arrow-magic/mcp · website · measurements and details
Fat Heron Developer Platform Private (key required)

MCP control plane for AI developers managing customer mail, DNS, projects, keys, and diagnostics.

MCP endpoint : https://api.fatheron.dev/mcp · 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
dev.to Developer Blogs & Programming Tutorials — buy per-query (devtowatch) Being measured · 50% over 2 checks Real task being tested · 1/1

dev.to developer blog & tutorial feed. $0.01/query. Register in-session — free testnet funds.

MCP endpoint : https://a2awire.com/mcp/data/devtowatch-dev-to-developer-blog-tutorial-firehose-11f3ce/http · 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
Bug Bounty Programs Being measured · 50% over 2 checks Real task being tested · 1/1

bug-bounty-programs

MCP endpoint : https://gateway.pipeworx.io/bug-bounty-programs/mcp · website · measurements and details
Craftery Developer Tools Reliable (measured) · 100% over 42 checks Fails real tasks · 0/6

Developer utilities: color conversion, WCAG contrast, timestamps, UUIDs, and hashing.

MCP endpoint : https://craftery.dev/mcp · website · measurements and details
PartyFun Private (key required)

A live board you share with Claude, ChatGPT and Cursor: notes, frames, arrows and comments.

MCP endpoint : https://partyfun.space/api/mcp · website · measurements and details
affterms — affiliate program terms Flaky · 90% over 10 checks Does the job (tested) · 9/9

Sourced, dated affiliate program terms for dev and SaaS tools: commission, cookie, payout.

MCP endpoint : https://affiliateprogramterms.com/mcp · website · measurements and details
depot.fitness Being measured · 0% over 1 checks

Search 101 structured strength-training programs, exercises and guides from depot.fitness.

MCP endpoint : https://nihheurtdimdezbhrdba.supabase.co/functions/v1/mcp · website · measurements and details
RetrainMap ETP programs (U.S. DOL Training Provider Results) Private (key required)

Apify MCP: retrainmap/etp-programs - 70,000+ U.S. WIOA training programs, DOL outcomes and costs

MCP endpoint : https://mcp.apify.com/?tools=retrainmap/etp-programs · 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

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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