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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
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
glamour Not measured yet

Browser-measured visual debugging and verification tools for coding agents.

Package npm : glamour-mcp · website · measurements and details
trigger-dev Being measured · 100% over 2 checks

Debug background jobs — runs, traces, spans, schedules, queues and deployments.

MCP endpoint : https://trigger-dev.usefulapi.io/mcp · website · measurements and details
Website Feedback Tool Flaky · 95% over 21 checks

Read visual design reviews from live web pages: comments, CSS selectors, styles, console errors.

MCP endpoint : https://dfozgzaflbudvthtlhvn.supabase.co/functions/v1/mcp · website · measurements and details
Polyglot-Debugger Being measured · 0% over 1 checks

Multi-language debug skills and code execution helper.

MCP endpoint : https://polyglot-debugger-mcp.vercel.app/api/mcp · measurements and details
reverse COMB UUID layout, value discarded Not measured yet

reverse COMB UUID layout, value discarded

MCP endpoint : https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/comb-rev/mcp · website · measurements and details
UI Factory Being measured · 0% over 1 checks

Generates React components and design frameworks from visual layouts.

MCP endpoint : https://ui-factory-mcp.vercel.app/api/mcp · 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
TypeUI Private (key required)

Design systems, UI prompts, and layout variations for AI coding tools.

MCP endpoint : https://mcp.typeui.sh/mcp · website · measurements and details
Make Private (key required)

Build, run and debug Make automation scenarios.

MCP endpoint : https://mcp.make.com/v2 · 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
Stack Trace Medic Being measured · 0% over 1 checks

Coded error stack trace debugger and automated patch generator.

MCP endpoint : https://stack-trace-medic-mcp.vercel.app/api/mcp · 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
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
knownissue Private (key required)

Shared debugging memory for AI coding agents

MCP endpoint : https://mcp.knownissue.dev/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
sncro Being measured · 0% over 1 checks

Live browser debugging for AI assistants — DOM, console, network via MCP.

MCP endpoint : https://relay.sncro.net/tools/mcp · website · measurements and details
UUID v8 custom layout, value discarded Not measured yet

UUID v8 custom layout, value discarded

MCP endpoint : https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/uuid8-ok/mcp · website · measurements and details
Shipbook Private (key required)

Debug production issues using Shipbook logs and Loglytics error insights.

MCP endpoint : https://api.shipbook.io/mcp · website · measurements and details
mcp-debugger Not measured yet

Node.js and TypeScript debugging with 25+ tools for AI agents

Package npm : @ai-capabilities-suite/mcp-debugger-server · 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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