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The real catalog of tools for AI agents

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

45,319real tools
29,744callable over HTTPS
19,950measured
6,699proven reliable
api-changelog-tracker Reliable (measured) · 100% over 41 checks

Cloudflare Workers MCP server: api-changelog-tracker

MCP endpoint : https://api.lazy-mac.com/api-changelog-tracker/mcp · website · measurements and details
changelog Not measured yet

MCP server for generating changelogs from conventional commits.

Package npm : changelog-forge-mcp · website · measurements and details
changelog-forge-mcp Not measured yet

Generate changelogs from git commit history

Package npm : changelog-forge-mcp · website · measurements and details
changologs-mcp Private (key required)

Create, search, and list Changologs logs and tasks

MCP endpoint : https://mcp.changologs.com/mcp · website · measurements and details
md-log-mcp Not measured yet

md-log MCP: save/update/fetch markdown by path (stdio + remote HTTP, PAT auth).

Package npm : md-log-mcp · website · measurements and details
Version Pill Private (key required)

Product management, public changelog, and feature requests - 60 lean MCP tools.

MCP endpoint : https://mcp.versionpill.com/mcp · website · measurements and details
repology-mcp Not measured yet

Repology: package versions across many software repositories.

Package npm : repology-mcp · website · measurements and details
Patchlog Private (key required)

Create, update, and publish changelog entries on your Patchlog changelog from any MCP client.

MCP endpoint : https://patchlog.io/mcp · website · measurements and details
changelog-ai-mcp Not measured yet

Changelog Ai MCP Server by MEOK AI Labs

Package pypi : changelog-ai-mcp · website · measurements and details
ai-changelog-writer Reliable (measured) · 100% over 41 checks

Cloudflare Workers MCP server: ai-changelog-writer

MCP endpoint : https://api.lazy-mac.com/ai-changelog-writer/mcp · website · measurements and details
zenodo-mcp-server Reliable (measured) · 100% over 36 checks Partly does the job · 30/36

Search and resolve Zenodo datasets, software, and publications by DOI; trace versions and funding.

MCP endpoint : https://zenodo.caseyjhand.com/mcp · website · measurements and details
What's New Flaky · 67% over 3 checks Real task being tested · 2/2

Changelogs for apps, games and operating systems. Ask what shipped since the version you run.

MCP endpoint : https://whatsnew.fyi/mcp · website · measurements and details
api-changelog Not measured yet

SDK breaking-change tracker for AI agents — Anthropic/OpenAI/LangChain/MCP/Mistral.

Package npm : @weiseer/api-changelog-mcp · website · measurements and details
Unleashed Software MCP by usefulapi Reliable (measured) · 100% over 3 checks

Check products, stock on hand, customers, orders, invoices and quotes, and create records.

MCP endpoint : https://unleashed-software.usefulapi.io/mcp · website · measurements and details
Liquibase Changelog MCP Server Not measured yet

Convert natural language into validated Liquibase XML or SQL changesets. 19 tools, 12 databases.

Package oci : ghcr.io/liquibase/liquibase-mcp-changelog-server:1.0.0 · website · measurements and details
DevRelay Private (key required)

Ask what shipped, and draft, edit and approve launch posts, changelogs and docs updates.

MCP endpoint : https://api.devrelay.so/mcp · website · measurements and details
Vendor Signals Being measured · 0% over 1 checks

Vendor documentation and changelog change-tracking as ACCOUNT SIGNALS

MCP endpoint : https://gateway.pipeworx.io/vendor-signals/mcp · website · measurements and details
contest-mcp Not measured yet

Log amateur-radio QSOs to N3FJP logging software over its TCP API.

Package pypi : contest-mcp · website · measurements and details
n3fjp-mcp Not measured yet

Log amateur-radio QSOs to N3FJP logging software over its TCP API.

Package pypi : n3fjp-mcp · website · measurements and details
Crela Reliable (measured) · 100% over 42 checks Does the job (tested) · 42/42

Search the Crela software marketplace and publish, update and review your software from your agent.

MCP endpoint : https://crela.io/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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