FindSkills is an AI-first skills directory with 29,000+ tools — built for agents, not just humans. Most AI tool directories are built for people to browse. FindSkills is built for agents to query. Every discovery path an AI agent might need is already wired up: MCP server, OpenAPI spec, llms.txt, agent.json, ChatGPT plugin manifest — zero config, zero auth.

AppSignal — Real-time monitoring that helps you ship with confidence

Real-time monitoring that helps you ship with confidence

Hey PH! 👋 I built FindSkills because I kept running into the same problem: my AI agents had no reliable way to discover new tools at runtime. There are 29,000+ MCP servers and AI skills out there, but they're scattered across GitHub repos, blog posts, and random awesome-lists. An agent can't Google around like a human can — it needs structured, machine-readable endpoints. So I built an open directory that speaks every protocol agents understand: MCP, OpenAPI, llms.txt, agent.json, ChatGPT plugin manifest. No API keys, no paywall, no signup. The data pipeline runs hourly on GitHub Actions — new skills show up automatically. Every skill gets quality and safety scored so agents (and humans) can make informed decisions. The whole thing is CC BY 4.0. Grab the dataset, hit the API, plug in the MCP server — whatever works for your stack. Would love your feedback. What discovery paths are we missing? What would make this more useful for your agents?

npx -y findskills-mcp! Awesome!

Hey PH!

I'm Sean, maker of FindSkills an open directory that aggregates AI agent skills (MCP servers, Claude Code skills, GPT plugins, etc.) from across the ecosystem into one searchable place.

The problem: AI skills are scattered across GitHub, npm, random repos, and blog posts. If you're building an AI agent and need a Slack integration or a database connector, good luck finding the best one.

What we built:

Hey PH!

I'm Sean, maker of FindSkills an open directory that aggregates AI agent skills (MCP servers, Claude Code skills, GPT plugins, etc.) from across the ecosystem into one searchable place.

What we built:

AppSignal — Real-time monitoring that helps you ship with confidence

Real-time monitoring that helps you ship with confidence

npx -y findskills-mcp! Awesome!

FindSkills

The open directory your AI agent actually knows how to use.

The open directory your AI agent actually knows how to use.

Forum Threads

We indexed 29,000+ AI agent skills so you don't have to

Forum Threads

We indexed 29,000+ AI agent skills so you don't have to