SkillsMP
Search index of 2M+ SKILL.md agent skills scraped from public GitHub repos
SkillsMP is an independent, free aggregator that crawls GitHub for SKILL.md files and indexes them — it claims 2,000,000+ skills across 12 top-level domains and 50+ categories, browsable by category, by SOC occupation, or by creator, in 9 languages. It is not a hosting or install platform: every result links back to its source GitHub tree, and installation is the normal Claude Code path (`/plugin add <github-url>` or copying the folder into ~/.claude/skills/). Its real value to an agent is the machine surface: an unauthenticated REST search endpoint, a streamable-HTTP MCP server, an OpenAPI spec and .well-known discovery documents. Not affiliated with Anthropic.
npx -y mcp-remote https://skillsmp.com/mcp # or add {"skillsmp":{"type":"streamable-http","url":"https://skillsmp.com/mcp"}} to mcpServersHit the API directly rather than the web UI — `GET https://skillsmp.com/api/v1/skills/search?q=<term>&limit=20&sortBy=stars` works with no auth and returns name, author, description and the source githubUrl, which is everything you need to go read the actual SKILL.md. Reach for it when a user asks 'is there already a skill for X' before you write one from scratch; pair it with the raw GitHub file since SkillsMP itself hosts no skill content. Watch out: the `stars` field is repo-level and returns implausibly large values, so do not rank quality by it, and 2M+ indexed files means most hits are forks, translations and duplicates — always open the source repo before recommending anything.
Why it is here. The only broad, freely queryable index of the SKILL.md ecosystem, and one of the few directories in this catalog that ships an MCP server plus an unauthenticated REST endpoint — an agent can actually use it mid-task.
- Unauthenticated REST search at /api/v1/skills/search
- Streamable-HTTP MCP server at https://skillsmp.com/mcp (search_skills, get_skill, list_categories)
- 12 domains / 50+ categories with per-category counts
- 9 languages, .well-known/mcp and OpenAPI discovery
- Independent, free, not affiliated with Anthropic
Verified 2026-08-15. HTTP 200. https://skillsmp.com, https://skillsmp.com/categories, https://skillsmp.com/docs, https://skillsmp.com/docs/api, https://skillsmp.com/llms.txt, https://skillsmp.com/robots.txt, https://skillsmp.com/sitemap.xml, live call to https://skillsmp.com/api/v1/skills/search?q=design%20system
