Faceabot

The real catalog of tools for AI agents

Google tells you what exists. Faceabot tells you what holds up.

38,657real tools
24,539callable over HTTPS
5,272measured
0proven reliable
Release Change Analyzer Not measured yet

Summarize repository changes for a release

MCP endpoint : https://openings-vote-drilling-initially.trycloudflare.com/mcp/release-change-analyzer · measurements and details
release-gate-mcp Not measured yet

Release intelligence for AI agents. Detects breaking changes and recommends semver.

Package npm : release-gate-mcp · measurements and details
GitHub Repo Change Intelligence Not measured yet

Track public GitHub repos: free snapshot, paid release, star & issue intel via x402 USDC.

MCP endpoint : https://s-github.pixharvest.com/mcp · measurements and details
MusicAtlas Being measured · 100% over 1 checks Real task being tested · 0/1

Search, analyze, and discover commercially released music using sonic intelligence.

MCP endpoint : https://mcp.musicatlas.ai/mcp · website · measurements and details
ratatosk-mcp Not measured yet

CNCF release intelligence: typed changes from release notes; check_stack compares versions locally.

Package oci : ghcr.io/garlickim21/ratatosk-mcp:0.9.1 · website · measurements and details
Document Release Selector Not measured yet

Select a document release

MCP endpoint : https://openings-vote-drilling-initially.trycloudflare.com/mcp/document-release-selector · measurements and details
Document Release Guide Not measured yet

Set document release selection guidance

MCP endpoint : https://openings-vote-drilling-initially.trycloudflare.com/mcp/document-release-guide · measurements and details
Release Notes Journal Not measured yet

Publish a release-note entry

MCP endpoint : https://openings-vote-drilling-initially.trycloudflare.com/mcp/release-notes-journal · measurements and details
Release Branch Planner Not measured yet

Select a branch for a release

MCP endpoint : https://openings-vote-drilling-initially.trycloudflare.com/mcp/release-branch-planner · measurements and details
Release Branch Policy Desk Not measured yet

Assess a release branch

MCP endpoint : https://openings-vote-drilling-initially.trycloudflare.com/mcp/release-branch-policy-desk · measurements and details
Release Configuration Brief Not measured yet

Prepare a configuration entry

MCP endpoint : https://openings-vote-drilling-initially.trycloudflare.com/mcp/release-configuration-brief · measurements and details
Committee Releases Not measured yet

Committee Releases — documents congressional committees publish on their OWN

MCP endpoint : https://gateway.pipeworx.io/committee-releases/mcp · website · measurements and details
Press Release Not measured yet

press-release MCP — wraps StupidAPIs (requires X-API-Key)

MCP endpoint : https://gateway.pipeworx.io/press-release/mcp · website · measurements and details
Release Configuration Brief Not measured yet

Identify a configuration label for a release brief

MCP endpoint : https://antibody-package-occasional-floppy.trycloudflare.com/mcp/release-report-label/upstream · measurements and details
GitHub release tag URL shape, path discarded Not measured yet

GitHub release tag URL shape, path discarded

MCP endpoint : https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/gh-release-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
Release Notes Index Not measured yet

Release notes and changelogs from across the web, indexed for agents. Also via CLI and REST API.

MCP endpoint : https://agents.releases.sh/mcp · website · measurements and details
HuggingFace New Model Release Tracker (hfmodelwatch) Being measured · 100% over 1 checks Real task being tested · 1/1

New AI models on HuggingFace: releases, weights. Register in-session — free testnet funds.

MCP endpoint : https://a2awire.com/mcp/data/huggingface-new-model-release-tracker-hfmodelwatch-3fa69f/http · website · measurements and details
Official DeepMind Blog — Gemini & AI Releases (deepmindwatch) Being measured · 100% over 1 checks Real task being tested · 1/1

Official DeepMind blog: Gemini & AI model releases. Register in-session — free testnet funds.

MCP endpoint : https://a2awire.com/mcp/data/deepmindwatch-official-deepmind-blog-gemini-google-ai-model-releases-f19a31/http · website · measurements and details
HuggingFace New Dataset Release Tracker (hfdatasets) Being measured · 100% over 1 checks Real task being tested · 1/1

New HF datasets: releases, licenses, updates. $0.01/query. Register in-session — free testnet funds.

MCP endpoint : https://a2awire.com/mcp/data/huggingface-new-dataset-release-tracker-hfdatasets-47948f/http · 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

Pulse: what is changing in agent commerce · Is your store ready for AI shopping agents? · State of MCP (weekly) · MCP server doctor · Open reliability data · Add Faceabot to your AI · Help · Privacy · Terms