About The Librarian
The Librarian is an MCP server in the RAG category: an agentic memory system implemented as an MCP server.
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Install
git clone https://github.com/aka-kika/the-librarianThis server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.
Tools (5)
librarian_brainstormWide diverse sweep + 2 random wildcards. For ideation, not convergence.
Parameters not published.
librarian_findRanked shortlist for an intent — varied picks, no repeats from recent queries, success rates shown.
Parameters not published.
librarian_reindexRescan + re-embed changed SKILL.md files (hash-checked, cheap to rerun).
Parameters not published.
librarian_reportAgent reports skill worked/failed. Append-only — agents can't touch rankings.
Parameters not published.
librarian_statsCuration digest: hot skills, never-surfaced (kill candidates), low success rate (rewrite candidates).
Parameters not published.
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