AI skills by job function

Find the AI skills for your actual job

Thousands of MCP servers and agent skills, filed by the work you do — and audited before you install one: known vulnerabilities, what runs at install time, and what it can reach on your machine.

5,788 capabilities measured of 12,638 tracked Jul 31

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The Index

The Index

# Capability tashan Evidence Health
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Why trust this

Ranked on evidence, not spend.

Earned, not bought

Adoption, upkeep, freshness, real expertise — every rank comes from public evidence. No stars, no sponsorships, no louder listing moving up the board.

We read the actual expertise

Directories list; we open each capability and grade the real thing — deep domain work versus a thin wrapper or AI-slop. GitHub evaluates code. Nobody else evaluates the expertise.

Every number, re-derivable

No black box. Each signal is defined and checkable against public sources — the registry, npm, git history. If you don't believe a number, verify it.