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    • A
      license
      Not graded
      quality
      B
      maintenance
      Local-first long-term memory for AI agents via a Markdown vault, offering MCP tools to query, ingest, lint, distill, and manage agent lessons and profile suggestions.
      6
      Apache 2.0
    • A
      license
      Not graded
      quality
      D
      maintenance
      Enables LLM assistants and agents to query and manage a personal markdown vault as a graph-based knowledge base using hybrid retrieval, with tools for searching, editing, tagging, and recalling memories across MCP-compatible clients.
      4
      MIT
    • A
      license
      A
      quality
      C
      maintenance
      Enables AI agents to access a local-first personal context and memory layer through MCP tools for bootstrapping user context, semantically searching Markdown vault knowledge, reading files, listing topics, and adding controlled memories. It provides deterministic context retrieval, provenance-cited vector search, and secure vault operations while keeping data local and model-independent.
      6
      MIT
    • A
      license
      Not graded
      quality
      B
      maintenance
      Durable memory with sources, proof, history, and review for MCP-capable agents. It turns a Markdown/Obsidian vault into a local knowledge substrate, enabling agents to store, search, and retrieve governed knowledge.
      35,379 PyPI
      9
      AGPL 3.0
    • A
      license
      Not graded
      quality
      B
      maintenance
      Enables AI agents to store and recall durable facts, decisions, and lessons over MCP using hybrid semantic and keyword search, typed memories, graph relations, sessions, and time-travel queries. Runs locally with no server process or API key, persisting everything to files that both agents and a CLI can share.
      10 npm
      MIT