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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
Colab-MCP (unofficial) Not measured yet

Unofficial MCP server for Google Colab: runtimes, code, long jobs, files and notebooks.

Package pypi : colab-cli-mcp · website · measurements and details
Colab Drive MCP Not measured yet

Synchronize Colab notebook files through Google Drive without executing notebook code.

Package pypi : colab-drive-mcp · website · measurements and details
mcp-server-colab-exec Not measured yet

Execute Python code on Google Colab GPU runtimes (T4/L4) from any MCP client

Package pypi : mcp-server-colab-exec · website · measurements and details
Unofficial MCP Server for USWDS Not measured yet

Unofficial USWDS MCP: official markup, class-aware validator, and page composer for AI tools.

Package npm : uswds-mcp · website · measurements and details
Mutagen (mutagen.ru), unofficial Not measured yet

Unofficial MCP server for the Mutagen SEO API: Wordstat frequencies, competition, semantic core

Package npm : mutagen-ru-mcp · website · measurements and details
PortlandMaps (Unofficial) Reliable (measured) · 100% over 42 checks Fails real tasks · 0/42

Unofficial MCP server for the public PortlandMaps property/permit/zoning API. Not city-affiliated.

MCP endpoint : https://portlandmaps-mcp.vercel.app/mcp/v2 · website · measurements and details
google-ads-mcp Not measured yet

Unofficial Google Ads MCP for campaigns, keywords, budgets, and gated mutations.

Package npm : google-ads-mcp-unofficial · website · measurements and details
google-ads-manager-mcp Not measured yet

Unofficial MCP server for Google Ads: reporting plus safe draft/confirm campaign management.

Package npm : google-ads-manager-mcp · website · measurements and details
Google_analytics Being measured · 0% over 1 checks

Google Analytics MCP Pack

MCP endpoint : https://gateway.pipeworx.io/google_analytics/mcp · website · measurements and details
Google_calendar Being measured · 0% over 1 checks

Google Calendar MCP Pack

MCP endpoint : https://gateway.pipeworx.io/google_calendar/mcp · website · measurements and details
Google Books Being measured · 0% over 1 checks

Google Books MCP

MCP endpoint : https://gateway.pipeworx.io/google-books/mcp · website · measurements and details
Leantime MCP (Unofficial) Not measured yet

Unofficial MCP server for Leantime: 42 agent-first tools, backup/restore, dry-run validation

Package cargo : leantime-mcp · website · measurements and details
Google_ads Being measured · 0% over 1 checks

Google Ads MCP Pack

MCP endpoint : https://gateway.pipeworx.io/google_ads/mcp · website · measurements and details
capacitor-mcp Being measured · 50% over 2 checks Real task being tested · 1/1

Unofficial MCP server for the Capacitor documentation, plugin list and blog.

MCP endpoint : https://capacitor-mcp.capawesome.io/mcp · website · measurements and details
google-health-mcp Not measured yet

Privacy-first unofficial Google Health API v4 MCP server for health, sleep, activity, HR agents

Package npm : google-health-mcp-unofficial · website · measurements and details
Fitatu MCP Unofficial Not measured yet

Unofficial MCP server for the Polish Fitatu app. Search foods and manage meals, recipes, and logs.

Package mcpb : https://github.com/AndekQR/fitatu-mcp-unofficial/releases/download/v3.0.1/fitatu-mcp-unofficial-3.0.1.mcpb · website · measurements and details
Spot AI MCP (Unofficial) Not measured yet

Unofficial community MCP server for the Spot AI camera and video-intelligence REST API. Read-only.

Package pypi : spot-ai-mcp · website · measurements and details
ionic-framework-mcp Reliable (measured) · 100% over 42 checks Does the job (tested) · 42/42

Unofficial MCP server for the Ionic Framework documentation, components and blog.

MCP endpoint : https://ionic-framework-mcp.capawesome.io/mcp · website · measurements and details
campus-cli Not measured yet

Unofficial Blackboard Learn (LMS) MCP for students: courses, assignments, grades, materials.

Package npm : campus-cli · website · measurements and details
Proton Mail (unofficial) Not measured yet

Unofficial Proton Mail MCP — send, read, search & organize email over SMTP and IMAP

Package npm : proton-mail-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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