the-librarian

by aka-kika · MCP Server · ★ 41

About the-librarian

thelibrarian A skill librarian MCP server — your agents stop carrying the whole skill collection in context and start asking for the one right book. How it started One question in a chat: "I'm sure you know better than the internet what you need to get better. What's the best workflow with Claude Code? Installing skills and just you pick the best? More the better? Less is more?" The answer: less is more. Every installed skill costs tokens and adds triggering ambiguity — with 50 skills, descriptions overlap and the wrong one fires; with 8 sharp ones, triggering is nearly deterministic.

agent-skillsai-agentsapple-intelligenceclaude-codecurationembeddingslocal-firstmcpmcp-serverollama

Quick Facts

Stars41
Forks5
LanguagePython
CategoryMCP Server
LicenseMIT
Quality Score54.0612514915435/100
Last Updated2026-09-12
Created2026-07-17
Platformsclaude-code, mcp, python
Est. Tokens~13k

Compatible Skills

These tools work well together with the-librarian for enhanced workflows:

  • ollama-benchmark — semantic(0.18)+complementary+shared_fw(ollama)+same_lang+similar_pop+shared_platform (64%)
  • clientai — semantic(0.16)+complementary+shared_fw(ollama)+same_lang+similar_pop+shared_platform (64%)

More MCP Server Tools

Explore other popular mcp server tools:

View all MCP Server tools →

Popular Python Agent Tools

Frequently Asked Questions

What is the-librarian?

the-librarian is Skill librarian MCP server — every installed skill costs tokens; the librarian keeps your whole collection out of agent context. Agents ask, get the few right skills for the task, and their outcomes c. It is categorized as a MCP Server with 41 GitHub stars.

What programming language is the-librarian written in?

the-librarian is primarily written in Python. It covers topics such as agent-skills, ai-agents, apple-intelligence.

How do I install or use the-librarian?

You can find installation instructions and usage details in the the-librarian GitHub repository at github.com/aka-kika/the-librarian. The project has 41 stars and 5 forks, indicating an active community.

What license does the-librarian use?

the-librarian is released under the MIT license, making it free to use and modify according to the license terms.

View on GitHub → Browse MCP Server tools