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brain

by sysangel
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Alternatives to brain

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    Related Servers

    • mnemo

      JoaquimLegal
      A
      license
      Not graded
      quality
      B
      maintenance
      MCP server providing persistent, local-first memory for AI agents via Markdown files in a git repo, with search, branching, and auditability.
      9 npm
      2
      MIT

    • mechabrain

      bbarrosdavi
      A
      license
      Not graded
      quality
      B
      maintenance
      MCP server that provides agentic memory management for markdown vaults, enabling hybrid search, governed writing, and maintenance of episodic, semantic, procedural, and working memories for LLM agents.
      MIT

    • mnema

      Ray0907
      A
      license
      Not graded
      quality
      B
      maintenance
      Provides a file-first personal memory layer for AI agents, enabling them to store and retrieve memories as markdown files with an SQLite index. The MCP server offers read-only search by default, with optional write tools for manual memory addition and conflict resolution.
      3 npm
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    • Agentic Memory

      ArkaAiAdmin
      A
      license
      A
      quality
      B
      maintenance
      MCP server for persistent, cross-session, local-first memory for AI agents, storing memories as Markdown files with SQLite indexing for hybrid search.
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    • Engram

      rwnalds
      A
      license
      A
      quality
      A
      maintenance
      A self-hosted MCP server that gives AI agents shared, long-term memory over a git-backed folder of markdown, enabling persistent knowledge search, read, and write without a database.
      16
      14 npm
      11
      MIT
    Deploy Server
    One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

    TDQS

    A4.6/5.0

    Scored across 3 tools

    Disambiguation5/5

    Each tool has a clearly distinct purpose: get_episode retrieves full content for a recall hit, recall searches across memories and episodes, and remember stores new facts. There is no overlap or ambiguity.

    Naming Consistency4/5

    The naming pattern is mostly verb_noun (get_episode, remember) with recall as a single verb. This minor inconsistency does not hinder understanding, but a more uniform pattern would improve predictability.

    Tool Count4/5

    Three tools is a small but reasonable set for a memory recall and persistence system. Each tool provides a core function (search, fetch detail, store) without unnecessary complexity.

    Completeness3/5

    The set covers search, retrieval, and creation of memories, but lacks update or delete operations. This may force agents to work around missing lifecycle management, but the core workflows are supported.

    Maintenance

    ActivityStale
    ResponsivenessNo issues

    Resources