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    • A
      license
      Not graded
      quality
      A
      maintenance
      Gives AI agents persistent, shared memory by ingesting notes, code, transcripts, and session captures, then serving token-optimized context and hybrid keyword/semantic search over MCP and REST. Agents can classify, promote, and synthesize stored material so each session builds on prior work instead of starting from zero.
      14 npm
      MIT
    • A
      license
      Not graded
      quality
      B
      maintenance
      Enables AI coding agents to share and retrieve local project knowledge via hybrid search, coordinate file or module claims, broadcast status, and access compact token-budgeted briefs through MCP tools.
      MIT
    • A
      license
      Not graded
      quality
      B
      maintenance
      Enables AI coding agents and assistants to share a local-first, token-efficient persistent memory layer across MCP-compatible runtimes, storing typed project facts, decisions, failures, and solutions with temporal validity. It supports offline use and Postgres-compatible storage, so agents can retrieve relevant context without re-embedding entire repositories.
      Apache 2.0
    • A
      license
      Not graded
      quality
      C
      maintenance
      Enables multiple MCP-compatible AI clients to share persistent, versioned project knowledge across sessions with conflict-safe updates, provenance, hybrid retrieval, stale-memory handling, and context-budgeted recall.
      MIT
    • A
      license
      Not graded
      quality
      A
      maintenance
      Provides persistent, searchable memory across coding projects and machines, letting agents record and retrieve projects, reusable assets, sessions, decisions, commits, and handoffs via MCP.
      21 PyPI
      2
      Apache 2.0