skills-mcp

stdionone★ 3search

A self-hostable, open-source, semantically-searchable Agent Skills registry delivered over MCP, with a three-tier progressive disclosure architecture.

github ↗

Install

How to run this server

[ { "cmd": "pip install -r", "imports": [] } ]

server path: skills-mcp

Tools

What this server exposes

skills_find_relevant

Semantic search for skills matching a natural language query. Returns ranked skills with confidence scores. Always call first.

skills_list_all

Browse all available skills without searching. Useful for discovery and exploration of the skills library.

skills_get_body

Retrieve full instructions and system prompt addition for a skill after finding a match. Optionally pin to a specific version.

skills_get_options

Get configuration schema, variants, dependencies, and limitations for a skill.

skills_get_reference

Load a specific reference document bundled with a skill. Only call when instructions reference a specific doc.

skills_run_script

Execute a script bundled with a skill using provided input data. Only call when instructions direct script execution.

skills_get_asset

Retrieve a template or static output format resource bundled with a skill. Only call when instructions reference an asset.

Configuration

Environment & auth

authnone

envQDRANT_URL

envQDRANT_API_KEY

envWORKERS_AI_ACCOUNT_ID

envWORKERS_AI_API_TOKEN

Resources

githubhttps://github.com/Jignesh-Ponamwar/skills-mcp ↗