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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
19,981measured
6,818proven reliable
tools Being measured · 0% over 1 checks

Remote MCP server: fetch, search, Python, TTS, memory, image, video.

MCP endpoint : https://mcp.nymbo.net/gradio_api/mcp/sse · measurements and details
weather-server-python Not measured yet

An MCP server that provides weather information

Package pypi : chst-weather · website · measurements and details
python-version Not measured yet

An MCP server that provides [describe what your server does]

Package pypi : transactions-mcp · website · measurements and details
pyjab-mcp Not measured yet

Drive Java desktop apps from an AI agent, through the JVM's own accessibility tree

Package pypi : pyjab-mcp · website · measurements and details
neuro Not measured yet

Neuroscience MCP server (Python)

Package npm : @brain-bbqs/neuro-mcp · website · measurements and details
mcp-python-bitcoinlib Not measured yet

An MCP server that exposes the python-bitcoinlib API

Package pypi : mcp-python-bitcoinlib · website · measurements and details
python-mcp Not measured yet

Local-only Python MCP server for the Files.com API.

Package pypi : files-com-mcp · website · measurements and details
smithery-ai-cookbook-python-quickstart Being measured · 0% over 2 checks

A simple MCP server built with FastMCP and python

MCP endpoint : https://server.smithery.ai/@smithery-ai/cookbook-python-quickstart/mcp · website · measurements and details
My MCP Server Being measured · 0% over 1 checks

Description of my MCP server

MCP endpoint : https://mcp-server-template-7860f7d3.alpic.live · website · measurements and details
Python Docs MCP Server Not measured yet

The canonical Python stdlib oracle for AI coding agents — always free, always MIT, token-frugal.

Package pypi : python-docs-mcp-server · website · measurements and details
Fetter MCP Being measured · 0% over 1 checks

Real-time Python package and vulnerability data for AI coding agents.

MCP endpoint : https://mcp.fetter.io/mcp · website · measurements and details
LionScraper MCP + CLI + HTTP API (Python) Not measured yet

LionScraper Python: MCP stdio + CLI + HTTP API bridging AI to LionScraper browser extension.

Package pypi : lionscraper · website · measurements and details
Elias MCP Sample Server Not measured yet

A sample MCP server for testing

Package pypi : elias-mcp-server-elpadev · measurements and details
Parselbox Not measured yet

Secure Python sandbox — MCP servers, APIs, shells and host functions as native Python objects.

Package pypi : parselbox · website · measurements and details
pare-python Not measured yet

Pare Python ג€” Structured Python tool output (ruff, mypy, pip, uv, black, pytest) as typed JSON.

Package npm : @paretools/python · website · measurements and details
Syncline MCP Server (Python) Not measured yet

Syncline MCP Server (Python) - AI-powered meeting scheduling with intelligent auto-scheduling

Package pypi : syncline-mcp-server · website · measurements and details
hmr Being measured · 0% over 1 checks

Hot Module Reload (HMR) for Python with reactive programming and MCP tools

MCP endpoint : https://promplate.github.io/pyth-on-line/hmr/mcp · website · measurements and details
python Not measured yet

Structured Python tool output (ruff, mypy, pip-audit, pip-install) as typed JSON.

Package npm : @paretools/python · website · measurements and details
Run Python Being measured · 0% over 1 checks

Run Python code from natural language prompts, with optional PyPI package install.

MCP endpoint : https://next.hal9.ai/mcp/mcpbuild/run-python · website · measurements and details
Python Package Runtime Test Reliable (measured) · 100% over 41 checks

Hosted Python sandbox for package runtime verification: pip install and usable-import evidence.

MCP endpoint : https://apcs-public-mcp-gateway.apcs-mcp.workers.dev/mcp/python-package-runtime-test · 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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