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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
19,913measured
6,428proven reliable
PuckAPI Reliable (measured) · 100% over 18 checks

NHL and PWHL stats, play-by-play, expected goals and odds. REST API and MCP server. Free to start.

MCP endpoint : https://mcp.puckapi.com/mcp · 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
checklist.day Registry Being measured · 0% over 1 checks

Registry of Python AI/ML libraries: correct imports, quickstart code, and known footguns.

MCP endpoint : https://mcp.checklist.day/sse · website · 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
Research Methods Library Being measured · 50% over 2 checks Real task being tested · 1/1

Research methods for AI assistants: study design guidance, R and Python code, and citations

MCP endpoint : https://research-methods-mcp.vercel.app/mcp · website · measurements and details
random-number-mcp Not measured yet

Essential random number generation utilities from the Python standard library

Package pypi : random-number-mcp · 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
Python Code Validator Flaky · 75% over 4 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 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 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 Code Reviewer Being measured · 100% over 2 checks

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 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
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
Email Server Being measured · 0% over 1 checks

Still WiP

MCP endpoint : https://python-email-mcp-f5c8e0a7.staging.alpic.live · measurements and details
Launch Library Being measured · 0% over 1 checks

Launch Library 2 MCP — global rocket launch data

MCP endpoint : https://gateway.pipeworx.io/launch-library/mcp · website · measurements and details
PyPI Release Tracker — new Python packages & dependency updates (pypiwatch) Flaky · 67% over 3 checks Real task being tested · 2/2

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
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
Open Library Being measured · 0% over 1 checks

Open Library MCP — Internet Archive's open book metadata

MCP endpoint : https://gateway.pipeworx.io/open-library/mcp · website · measurements and details
Library Of Congress Being measured · 0% over 1 checks

Library of Congress (loc.gov) MCP — the world's largest library.

MCP endpoint : https://gateway.pipeworx.io/library-of-congress/mcp · website · measurements and details
Tolstoy Library Being measured · 0% over 1 checks

Browse, search, rename, and favorite your Tolstoy media library from any AI client.

MCP endpoint : https://apilb.gotolstoy.com/mcp/v1/library/mcp · website · measurements and details

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