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    • A
      license
      A
      quality
      A
      maintenance
      Queryable second brain over your notes, docs, PDFs and chat exports — hybrid retrieval, cited answers, MCP server included
      10
      180 PyPI
      101
      MIT
    • A
      license
      Not graded
      quality
      A
      maintenance
      Serves AI agents a shared persistent memory that ingests Obsidian vaults, code, transcripts, bookmarks, and session or bug-fix captures, then classifies, promotes, and synthesizes them into tiered, retrievable knowledge. Exposes token-optimized context briefings and hybrid keyword/semantic search over MCP so multiple agents can read and write the same brain and improve across sessions.
      14 npm
      MIT
    • A
      license
      Not graded
      quality
      B
      maintenance
      Turns any folder of PDFs, markdown, and text files into a local, queryable knowledge base exposed as an MCP server. Enables MCP-compatible agents to semantically search indexed documents, retrieve relevant passages with source and relevance scores, list or reindex documents, and inspect cache and token usage — instead of reading whole files into context.
      1
      MIT
    • F
      license
      Not graded
      quality
      A
      maintenance
      Enables AI agents and MCP hosts to query a local second brain built from scattered notes, docs, PDFs, and chat logs, with hybrid vector/BM25 retrieval and section-level citations.
      -
    • A
      license
      Not graded
      quality
      B
      maintenance
      Zero-config knowledge base for AI coding agents. Loads your markdown docs into a searchable database and exposes them as MCP tools — search, read, and manage documentation without leaving your editor. Works instantly with SQLite (no setup), upgrades to PostgreSQL + pgvector for hybrid semantic search. 6 MCP tools, 3 resources, FTS5 keyword search, 176 tests.
      1,238 PyPI
      29
      MIT

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