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  • A
    license
    Not graded
    quality
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    maintenance
    Local-first persistent memory layer for AI agents. Provides hybrid search (FTS5 keyword + vector embeddings) over 223K+ knowledge chunks via MCP. Tools: brain_search, brain_store, brain_entity, brain_subscribe. Features pub/sub with stable agent identity, delivery tracking, and Claude --channels integration. SQLite + BrainBar Swift daemon on Unix socket.
    2,101 PyPI
    9
    Apache 2.0
  • A
    license
    Not graded
    quality
    A
    maintenance
    A lightweight coordination layer for multiple AI agents working on the same codebase, providing check-in and check-out tools via STDIO or Streamable HTTP.
    70 npm
    1
    Apache 2.0
  • A
    license
    B
    quality
    C
    maintenance
    A Model Context Protocol server that integrates with Swit collaboration tools, allowing LLM clients to interact with Swit workspaces, channels, and messages through OAuth authentication.
    9
    10 npm
    MIT
  • A
    license
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    quality
    D
    maintenance
    MCP server that enforces forensic methodology and prevents hallucinations by requiring evidence links and deterministic verification, exposing 129 forensic operations across 14 categories with auto-correlation and reasoning engine.
    2
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables Alexa+ agents to maintain auditable operational continuity across shifts by turning speech into verifiable state, persisting unresolved work, refusing unverified actions, and requiring human approval before executing and confirming high-risk tasks.
    MIT
  • F
    license
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    quality
    A
    maintenance
    Secure P2P File Transfer, Encrypted Chat & Communication | Decentralized P2P & AES-256-GCM encryption | Zero cloud logs. Zero registration. For humans and autonomous AI agents / MCP servers.
    1
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