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The real catalog of tools for AI agents

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

47,279real tools
31,340callable over HTTPS
21,222measured
6,945proven reliable
Homebrew Formulae Being measured · 0% over 1 checks

Homebrew formulae.brew.sh MCP.

MCP endpoint : https://gateway.pipeworx.io/homebrew-formulae/mcp · website · measurements and details
homebrew-mcp Not measured yet

Homebrew formula details from the official API. No key required.

Package npm : homebrew-mcp · website · measurements and details
brewers-almanack Not measured yet

Brewing knowledge MCP — beer styles, ingredients, off-flavours, water chemistry, recipes

Package npm : brewers-almanack · website · measurements and details
dependency-mcp Not measured yet

MCP server for checking package versions across multiple package managers

Package npm : dependency-mcp · website · measurements and details
Package Intel MCP Reliable (measured) · 100% over 50 checks Does the job (tested) · 48/50

Package intelligence for AI agents across npm, PyPI, crates.io and deps.dev. No API keys.

MCP endpoint : https://package.datakoot.com/mcp · website · measurements and details
brewmark Being measured · 100% over 2 checks Real task being tested · 2/2

Grind-setting conversion between 77 coffee grinders, plus dial-in charts for every model.

MCP endpoint : https://brewmark.io/api/mcp · website · measurements and details
Market Brew Reliable (measured) · 100% over 50 checks Fails real tasks · 0/49

Read-only Market Brew search engine modeling and AI visibility data via OAuth.

MCP endpoint : https://brew.marketbrew.ai/mcp · website · measurements and details
AI Daily Brew Reliable (measured) · 100% over 50 checks

A wall of people building with AI: who is building what, and where to reach them.

MCP endpoint : https://aidailybrew.com/api/mcp · website · measurements and details
SOMA Brewing Company Flaky · 89% over 9 checks Does the job (tested) · 8/8

Non-alcoholic craft beer from Bangalore: catalog, nutrition, wallet, checkout links for AI agents.

MCP endpoint : https://getsoma.store/api/mcp · website · measurements and details
Package Intel MCP Being measured · 0% over 1 checks

Package intelligence for AI agents across npm, PyPI, crates.io and deps.dev. No API keys.

MCP endpoint : https://package.selflabbs.com/mcp · website · measurements and details
Fortitude21 Dangerous Goods Tools Reliable (measured) · 100% over 46 checks Fails real tasks · 0/46

Dangerous goods packaging tools: UN number lookup, UN mark decoder, ADR points, IBC dates, bunds

MCP endpoint : https://fortitude21.com/mcp · website · measurements and details
Mark Being measured · 0% over 1 checks

Mark: stamp files with a signed, timestamped provenance record. Hash locally; verify free.

MCP endpoint : https://makemark.io/mcp · website · measurements and details
Latest version of a software or package (Faceabot) Reliable (measured) · 98% over 62 checks Does the job (tested) · 60/61

Current stable release of Ollama, React, Next.js, LangChain, Transformers, MCP SDK and 40 more, from GitHub releases, PyPI and npm, with date and install command. Free, no API key.

MCP endpoint : https://info4bot.com/releases/mcp · website · measurements and details
Mark: agent escrow Not measured yet

Bitcoin escrow for AI agents: pay or get paid by another agent safely. 2-of-3, Lightning in/out.

Package npm : @yuvlero/mark · website · measurements and details
Pakki Packaging Brand Directory Reliable (measured) · 100% over 7 checks Does the job (tested) · 7/7

Search source-backed U.S. flexible packaging brand directories. Free, read-only, no API key.

MCP endpoint : https://pakki.ai/api/mcp · website · measurements and details
Package Health Check Flaky · 98% over 49 checks Does the job (tested) · 35/35

Check an npm or Python package, or a package.json, for vulnerabilities and upkeep.

MCP endpoint : https://packages.openkrill.app/mcp · website · measurements and details
package.json key count, body discarded Not measured yet

package.json key count, body discarded

MCP endpoint : https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/package-ok/mcp · website · measurements and details
MCPFax Dev Package Intelligence Reliable (measured) · 100% over 50 checks

Is this dependency current, licensed, deprecated, or already carrying a CVE?

MCP endpoint : https://devpkg-intel.bowling-anthony.workers.dev/mcp · website · measurements and details
package.json key count, values discarded Not measured yet

package.json key count, values discarded

MCP endpoint : https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/package-json-ok/mcp · website · measurements and details
Python Package Runtime Test Reliable (measured) · 100% over 48 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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