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Explore public SKILL.md files from GitHub by task, creator, or occupation, and inspect the source before using one.
SkillsMP is not just a keyword search box. It is an open map that organizes public skills by occupation, creator, and repository, helping you see which workflows, judgment criteria, and domain habits people are writing for AI agents.
Then follow creators and GitHub repositories back to the source: compare the skills a team maintains, whether the repo is active, and how the README frames the work before you open, install, or reuse anything.
Use it three ways: learn an unfamiliar field by occupation, study how creators organize skills, then use source context to decide what is worth opening or reusing.
Use the same catalog through the API
Connect 2M+ public skills to your own search, analytics, or agent workflow with the REST API.
API docs23 major groups · 867 SOC occupations
Data source: U.S. Standard Occupational Classification (SOC)
Explore agent skills organized by their primary use case
A practical guide to agent skills: what they are, how to inspect them, and how SkillsMP helps you explore the ecosystem.
Still have questions about agent skills?
Read Agent Skills Docs