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The real catalog of tools for AI agents

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

45,319real tools
29,744callable over HTTPS
19,950measured
6,699proven reliable
Yaps Not measured yet

Transcription, subtitles, meeting transcripts, translation, audio conversion, and private memory.

Package mcpb : https://github.com/richawo/yaps-mcp/releases/download/v2.0.1/yaps-mcp-2.0.1.mcpb · website · measurements and details
Yap Not measured yet

Private on-device speech to text: transcribe audio files and search your Yap dictations. No upload.

Package mcpb : https://github.com/founden-bot/yap-mcp/releases/download/v1.0.0/yap.mcpb · website · measurements and details
YAP — Yet Another Packager Not measured yet

Build native Linux packages (.deb/.rpm/.apk/.pkg.tar.zst) from a single PKGBUILD via MCP.

Package oci : ghcr.io/m0rf30/yap-mcp:2.7.2 · website · measurements and details
mcp-debug Not measured yet

Debug and develop MCP servers with hot-swapping, session recording, and playback testing

Package pypi : mcp-debug · website · measurements and details
MCP Debug Recorder Not measured yet

Record debug sessions, commands, failed attempts, and successful fixes in local SQLite storage.

Package npm : debug-recorder-mcp · website · measurements and details
MCP Debug Recorder Not measured yet

Record debug sessions, commands, failed attempts, and successful fixes in local SQLite storage.

Package npm : mcp-debug-recorder · website · measurements and details
PWA Debug Layer Not measured yet

Debug PWAs in your real browser via MCP: service-worker, cache, installability & framework state.

Package npm : @aryanduntley/pwa-debug · website · measurements and details
VMware Debug Not measured yet

Read-only VMware incident correlation: timeline, spikes, root-cause routing. 2 MCP tools.

Package pypi : vmware-debug · website · measurements and details
VMware Debug Not measured yet

VMware incident timeline, root-cause routing, local case ledger; no vSphere access. 14 MCP tools.

Package pypi : vmware-debug · website · measurements and details
Layout Debug Not measured yet

Select a layout layer on a live web or Android UI, move it, and hand the edit to any MCP agent.

Package npm : layout-debug-mcp · website · measurements and details
PPSSPP Debug MCP Server Not measured yet

Engineering-grade MCP debugging SDK turning the PPSSPP PSP emulator into an AI-debuggable target.

Package pypi : ppsspp-dfx-mcp · 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
Solapur Software Developers Registry Being measured · 0% over 1 checks

Public read-only MCP HTTP gateway for the Solapur software developers registry.

MCP endpoint : https://solapursoftwaredevelopers.dominal.in/api/mcp · website · measurements and details
confucius-debug Not measured yet

AI debugging with 980+ verified fixes. Search the YanHui KB — never repeat a mistake.

Package npm : confucius-debug-mcp · website · measurements and details
Developer Utilities & Validators (Tanod) Flaky · 67% over 3 checks Real task being tested · 0/2

Cloud GPU prices per hour, plus developer helpers: hash, HMAC, JWT, IDs, JSON, cron, time zones.

MCP endpoint : https://tanod.dev/mcp/util · website · measurements and details
logbook-mcp Not measured yet

Developer logbook MCP server. Notes, TODOs, standups, decisions, debug sessions, reminders.

Package npm : @cocaxcode/logbook-mcp · website · measurements and details
weapp-agent-mcp Not measured yet

Agent-first MCP server for WeChat Mini Program debugging & automation via WeChat DevTools.

Package npm : @chaixueyuan/weapp-agent-mcp · website · measurements and details
mcp Not measured yet

Developer-workflow MCP server for catalyst-core: migration guidance, debugging, and task planning.

Package npm : catalyst-mcp · website · measurements and details
Railway MCP Private (key required)

Develop, manage, and debug Railway projects, services, and deployments from within agents.

MCP endpoint : https://mcp.railway.com/ · website · measurements and details
mayla-debug-mcp-google-calendar2 Being measured · 0% over 2 checks

Schedule and manage Google Calendar events directly from your workspace. Check availability, view…

MCP endpoint : https://server.smithery.ai/@mayla-debug/mcp-google-calendar2/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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