Faceabot

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

19,924measured

6,554proven reliable

Release Change Analyzer Being measured · 0% over 1 checks

Summarize repository changes for a release

MCP endpoint : https://openings-vote-drilling-initially.trycloudflare.com/mcp/release-change-analyzer · measurements and details

Release Change Analyzer Being measured · 0% over 1 checks

Summarize repository changes for a release.

MCP endpoint : https://determination-unlimited-consultancy-spy.trycloudflare.com/mcp/repository-release-changes-complete · measurements and details

Platform Changes Flaky · 95% over 20 checks

Live, sourced changes feed: Apple, Google Play, Android, GitHub, Vercel, Cloudflare, Firebase, more.

MCP endpoint : https://changes.bromputers.co.uk/mcp · measurements and details

Breaking Changes & Migration Data Being measured · 0% over 1 checks

What breaks when you upgrade a package, and what to use instead - from official docs.

MCP endpoint : https://agentdataapi.onrender.com/mcp · website · measurements and details

ChangePacket Reliable (measured) · 100% over 42 checks

Web and MCP change memory with native diff UI; later calls return only what changed.

MCP endpoint : https://cibcxqrqiqvzpardbdrw.supabase.co/functions/v1/changepacket-mcp · website · measurements and details

onebusaway-mcp-server Reliable (measured) · 100% over 41 checks Partly does the job · 30/41

Real-time transit stops, routes, arrivals, vehicle positions, and schedules via OneBusAway APIs.

MCP endpoint : https://onebusaway.caseyjhand.com/mcp · website · measurements and details

Sumhound — e-commerce platform changes & seller deadlines Flaky · 89% over 9 checks Does the job (tested) · 8/8

Curated Amazon/Shopify/TikTok Shop changes (fees, policies, APIs) & upcoming seller deadlines.

MCP endpoint : https://sumhound.com/mcp · website · measurements and details

Industrial Platform Web Monitor Reliable (measured) · 100% over 41 checks

Recurring webpage change, price, inventory and metadata monitoring for autonomous agents.

MCP endpoint : https://x402-mcp-gateway-production.up.railway.app/mcp/web-monitor · website · measurements and details

fresh-feeds — trending/new/changed MCP servers + x402 change-data API Flaky · 80% over 5 checks

Trending/new/changed MCP servers: a liveness-probed freshness index + x402-paid change-data API

MCP endpoint : https://fresh-feeds.foomworks.workers.dev/mcp · website · measurements and details

website-change-monitor Flaky · 98% over 40 checks

Track page and price changes over time: diffs, history, and alerts through simple tracking

MCP endpoint : https://data.dataleads.pro/mcp/website-change-monitor · website · measurements and details

AiSeek Flaky · 95% over 21 checks Fails real tasks · 0/20

Verified world changes with their sources: news, country Change Heat, releases, companies.

MCP endpoint : https://aiseek.dev/api/v1/mcp · website · measurements and details

PageCrawl Being measured · 0% over 1 checks

Monitor web pages for changes with AI-powered change detection, diffs, and alerts.

MCP endpoint : https://pagecrawl.io/mcp · measurements and details

GitHub Platform Changelog — buy per-query in-session (githubchangelog) Flaky · 75% over 8 checks Does the job (tested) · 6/6

GitHub platform changelog feed. $0.01/query. Register in-session — free testnet funds.

MCP endpoint : https://a2awire.com/mcp/data/githubchangelog-github-platform-changelog-copilot-actions-security-change-394959/http · website · 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

Contractor Licence Changes Reliable (measured) · 100% over 44 checks

Did this contractor's licence change? Observed lapses and reinstatements, not a snapshot.

MCP endpoint : https://license-changes-mcp.ottobot2025.workers.dev/mcp · website · measurements and details

scope-change Being measured · 100% over 2 checks

Scope changes against a work order, each with a reason, a date and the client's approval on record.

Package mcpb : https://github.com/theluckystrike/mcp-servers/releases/download/v0.22.0/change-order.mcpb · website · measurements and details

website-change-watcher Private (key required)

Detect what changed on a page, sitemap or feed since the last check, with a diff and email alert

MCP endpoint : https://mcp.apify.com?tools=pavel.tashev/website-change-watcher · measurements and details

api-governance Flaky · 92% over 12 checks Fails real tasks · 0/11

Signed, offline-verifiable contract-change authorization. Only a granted change can proceed.

MCP endpoint : https://app.coderifts.com/mcp · website · measurements and details

vdiff-mcp Not measured yet

Breaking-change diffs for npm packages: removed exports, changed signatures, migration notes.

Package npm : vdiff-mcp · website · measurements and details

dev-changes Private (key required)

Turn described changes into reviewed pull requests: propose, triage, review, dependency audits.

MCP endpoint : https://mcp.openhelm.ai/dev/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

Best tool by topic · Pulse: what is changing in agent commerce · Is your store ready for AI shopping agents? · State of MCP (weekly) · MCP server doctor · Reliability data · Faceabot app · Faceabot → AI assistants · What AI agents cannot find yet · Add Faceabot to your AI · Badge for tool publishers · Help · Privacy · Terms