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The real catalog of tools for AI agents

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38,657real tools
24,539callable over HTTPS
6,044measured
1proven reliable
mcp-python-bitcoinlib Not measured yet

An MCP server that exposes the python-bitcoinlib API

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

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 Code Validator Being measured · 100% over 2 checks

Proves AI-generated Python does what you asked: lint, types, security, sandbox run, exact fixes.

MCP endpoint : https://api.statemind.ai/mcp · website · measurements and details
Python identifier charset, value discarded Not measured yet

Python identifier charset, value discarded

MCP endpoint : https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/ident-py/mcp · website · measurements and details
Python Package Runtime Test Not measured yet

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
Python Code Reviewer Not measured yet

Security + bug + perf + refactor audit for Python. Returns 0-10 score + MD report.

MCP endpoint : https://43-134-36-21.duckdns.org/mcp/mcp · measurements and details
Python unicode-escape count, input discarded Not measured yet

Python unicode-escape count, input discarded

MCP endpoint : https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/py-uesc/mcp · website · measurements and details
Python string escape count, input discarded Not measured yet

Python string escape count, input discarded

MCP endpoint : https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/py-esc-n/mcp · website · measurements and details
Python egg-info key count, body discarded Not measured yet

Python egg-info key count, body discarded

MCP endpoint : https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/egg-ok/mcp · website · measurements and details
PyPI Release Tracker — new Python packages & dependency updates (pypiwatch) Being measured · 100% over 1 checks Real task being tested · 1/1

PyPI releases: Python package versions, daily. Register in-session — free testnet funds.

MCP endpoint : https://a2awire.com/mcp/data/pypiwatch-new-pypi-package-releases-python-dependency-updates-dffb95/http · website · measurements and details
Email Server Not measured yet

Still WiP

MCP endpoint : https://python-email-mcp-f5c8e0a7.staging.alpic.live · measurements and details
smithery-ai-cookbook-python-quickstart Being measured · 0% over 1 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
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
Python Exec Sandbox Not measured yet

Sandboxed Python execution for AI agents. PEP 723 inline deps, multi-version Python, zero pollution.

Package pypi : mcp-python-exec-sandbox · 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
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
python-mcp Not measured yet

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

Package pypi : files-com-mcp · website · measurements and details
My MCP Server Not measured yet

Description of my MCP server

MCP endpoint : https://mcp-server-template-7860f7d3.alpic.live · 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
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

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