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tools-for-agents

recall

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    • genpark-agent-hybrid-memory

      alphaparkinc
      F
      license
      Not graded
      quality
      B
      maintenance
      Enables AI agents and MCP-compatible clients to perform hybrid episodic long-term memory retrieval by combining BM25 keyword search, semantic n-gram cosine similarity, and recency decay ranking over stored memories.
      7
      -

    • agent-chat-search

      aacero
      A
      license
      Not graded
      quality
      C
      maintenance
      Enables agents to run cross-runtime, cross-machine BM25 full-text search over historical conversations from Hermes, Google Antigravity, OpenClaw, Codex, and Claude Code, and to retrieve any past session's full transcript by ID. Queries return only ranked matching snippets, so recall costs no extra tokens or embeddings.
      MIT

    • lifelog

      hatrieukim
      A
      license
      A
      quality
      C
      maintenance
      Enables AI agents to query a locally recorded personal lifelog, searching verbatim transcripts and temporal knowledge-graph facts, retrieving day or week summaries, gathering everything known about a person, and tracing topics over time. Answers omit timestamp filters, merge overlapping passages, and gracefully fall back to whichever store is reachable.
      4
      MIT

    • bd-explore

      halaprix
      A
      license
      Not graded
      quality
      B
      maintenance
      Enables AI agents to query a beads store for issues, notes, comments, and memories, returning full verbatim content and relationship neighborhoods under an output budget.
      MIT

    • loci-mcp

      husseinwozniak85
      F
      license
      Not graded
      quality
      A
      maintenance
      Enables AI agents and MCP hosts to query a local, queryable second brain over scattered notes and docs using hybrid vector plus BM25 retrieval with section-level citations, resources, and prompts.
      -

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