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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
HoodL2 Projects Reliable (measured) · 100% over 9 checks Does the job (tested) · 9/9

Search Robinhood Chain ecosystem projects, retrieve project details, and list categories.

MCP endpoint : https://hoodl2.com/mcp · website · measurements and details
Docsy Reliable (measured) · 100% over 15 checks Partly does the job · 10/15

Read versioned developer documentation with original source links using five public MCP tools.

MCP endpoint : https://docsy.remcp.site/mcp · website · measurements and details
exa-labs-exa-code-mcp Being measured · 0% over 2 checks

Find open-source libraries and fetch contextual code snippets by version to accelerate development…

MCP endpoint : https://server.smithery.ai/@exa-labs/exa-code-mcp/mcp · website · measurements and details
Spala Public MCP Reliable (measured) · 100% over 43 checks

Discovery, OAuth, project operations, and exact project MCP handoff for Spala backend projects.

MCP endpoint : https://mcp.spala.ai/mcp · website · measurements and details
Version Pill Private (key required)

Product management, public changelog, and feature requests - 60 lean MCP tools.

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

Agile project management over MCP: boards, epics, roadmap, retros, whiteboards, wiki, metrics

MCP endpoint : https://mcp.agilehero.io/mcp · website · measurements and details
Docsy Flaky · 86% over 7 checks Fails real tasks · 2/6

Read versioned developer documentation with original source links using five public MCP tools.

MCP endpoint : https://docsy.remcp.site/mcp/registry · website · measurements and details
repology-mcp Not measured yet

Repology: package versions across many software repositories.

Package npm : repology-mcp · website · measurements and details
Project Gumball Reliable (measured) · 100% over 42 checks Does the job (tested) · 42/42

One MCP server exposing every tool in the Gumball portfolio.

MCP endpoint : https://gumballtools.com/api/mcp · website · measurements and details
basicops Private (key required)

BasicOps MCP server for project management, tasks, notes, and team collaboration.

MCP endpoint : https://app.basicops.com/mcp · website · measurements and details
letswork Not measured yet

Real-time collaborative coding via MCP — two developers, one codebase

Package pypi : letswork · website · measurements and details
Astravue MCP Private (key required)

Manage projects, tasks, time tracking, and team collaboration through natural language.

MCP endpoint : https://api.astravue.com/mcp · website · measurements and details
project-management-ai-mcp Not measured yet

Project Management Ai MCP Server by MEOK AI Labs

Package pypi : project-management-ai-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
Microsoft Project Not measured yet

Audit, reschedule and author Microsoft Project schedules. No Java, no Project install.

Package nuget : HorizunMsProjectMcp · website · measurements and details
box Not measured yet

Manage files, folders, and team collaboration with access controls

Package pypi : mcparmory-box · website · measurements and details
Bridge Town Private (key required)

Build financial models as code. Cloud execution, GSheets MCP, version control, collaboration.

MCP endpoint : https://api.bridgetown.builders/mcp · website · measurements and details
Project Context Not measured yet

Safely manage repository-scoped issues across Linear, GitHub Issues, and Jira Cloud.

Package npm : @sandovalrr/project-context-mcp · website · measurements and details
WithNettle Private (key required)

Project management shared by people and AI agents, with persistent project state through MCP.

MCP endpoint : https://withnettle.com/mcp · website · measurements and details
project-lore Not measured yet

A local-first MCP server that routes development tasks to authoritative project documentation.

Package npm : project-lore-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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