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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
19,897measured
6,296proven reliable
LicenseGuard Reliable (measured) · 100% over 7 checks

Check if a dependency's license obligates you, based on how you ship. npm, PyPI, Go.

MCP endpoint : https://license-guard.rcc-aoki.workers.dev/mcp · website · measurements and details
UpgradeLens Flaky · 80% over 5 checks

npm/PyPI package dependency upgrade reviews: security, runtime compatibility, cited migration.

MCP endpoint : https://upgradelens.mattpicone.workers.dev/mcp · website · measurements and details
FactReason Reliable (measured) · 100% over 41 checks Fails real tasks · 0/41

Check exact npm/PyPI upgrades for evidence-backed breaking changes; query APIs and components.

MCP endpoint : https://www.factreason.com/mcp · website · measurements and details
ScrapeMole Pkgs Reliable (measured) · 100% over 24 checks Fails real tasks · 0/24

Pay-per-call x402 npm and PyPI package metadata, versions, search, download counts.

MCP endpoint : https://pkgs.scrapemole.workers.dev/mcp · website · measurements and details
Upgrade X-Ray: npm & PyPI dependency update diff Private (key required)

Diff two npm/PyPI versions or lockfiles: new install scripts, network/shell/eval calls, new deps.

MCP endpoint : https://mcp.apify.com/?tools=cybernative-ai/upgrade-xray · website · measurements and details
Vigía Flaky · 75% over 4 checks Does the job (tested) · 3/3

What breaks between versions, vulnerabilities, compatible versions, EOL dates: npm, PyPI, Rust, PHP.

MCP endpoint : https://vigia.coredls.cloud/mcp · website · measurements and details
safe-upgrade Not measured yet

Evidence-backed npm upgrade preflight and dependency audits for coding agents, paid via x402.

Package npm : safe-upgrade-mcp · website · measurements and details
dep-diff-mcp Reliable (measured) · 100% over 42 checks

Translates a lockfile diff into a human-readable upgrade plan for npm, PyPI, and GitHub Actions.

MCP endpoint : https://dep-diff.digicatalyst.ca/mcp · website · measurements and details
Attester Oracle Flaky · 92% over 12 checks

Verify PyPI and npm packages, symbols, and version diffs against real artifacts. Free, no account.

MCP endpoint : https://attester.dev/mcp/ · website · measurements and details
dependency-freshness-mcp Private (key required)

npm & PyPI freshness for AI agents: latest version, deprecations, dated breaking-change diffs.

MCP endpoint : https://peppy-weekend--dependency-freshness-mcp.apify.actor/mcp · website · measurements and details
PackageGuard Being measured · 50% over 2 checks

x402-gated safety checker for npm/PyPI packages before you npm install / pip install.

MCP endpoint : https://packageguard-k4s4.onrender.com/mcp · website · measurements and details
Presend dependency checks Reliable (measured) · 100% over 7 checks

Check an npm/PyPI package before an AI agent installs it: 5 focused supply-chain tools.

MCP endpoint : https://presend.pages.dev/mcp-deps · 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
Package Intel Not measured yet

npm, PyPI & crates.io health, vulns and dependency graphs. Runs locally, no API key.

Package npm : package-intel-mcp · website · measurements and details
pkg-oracle — Dependency Trust Oracle Flaky · 80% over 5 checks

Blocks typosquatted or hallucinated npm/PyPI packages before an AI agent installs them.

MCP endpoint : https://mcp-snowy-dew-9447.fly.dev/mcp · measurements and details
DepFeed Being measured · 0% over 1 checks

Change intelligence for coding agents: sourced breaking changes for npm, PyPI, and Rust packages.

MCP endpoint : https://depfeed.dev/ · website · measurements and details
DefaultRank Reliable (measured) · 100% over 43 checks Does the job (tested) · 43/43

Check npm dependencies for outdated majors, and see which dev tools AI models pick.

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

Source code search for every package on PyPI and npm.

MCP endpoint : https://mcp.sourced.dev/mcp · website · measurements and details
pkgproof Not measured yet

Verify an npm or PyPI package before install: advisories, install scripts, typosquats, repository.

Package npm : @pkgproof/mcp · website · measurements and details
Attestari Private (key required)

Attestari's verdict on an npm or PyPI package version, asked before an agent installs it.

MCP endpoint : https://mcp.attestari.ai/mcp · 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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