Skip to main content
Glama

Related Servers

Alternatives to brain-v42

No user-submitted related servers found.

    Related Servers

    • A
      license
      Not graded
      quality
      B
      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.
      3
      Apache 2.0
    • A
      license
      Not graded
      quality
      B
      maintenance
      Provides persistent memory for AI coding agents, enabling them to save, search (hybrid vector/BM25/concept graph), list sessions, and forget memories via MCP tools.
      11 npm
      Apache 2.0
    • F
      license
      Not graded
      quality
      C
      maintenance
      Enables AI coding agents and IDEs to capture conversations, extract structured knowledge into a queryable graph database, and recall past decisions, patterns, files, and errors across all projects and workspaces. Provides persistent memory tools for saving, searching, and cleaning up knowledge via MCP.
      2
      -
    • A
      license
      A
      quality
      C
      maintenance
      Provides persistent memory for AI coding agents via MCP, enabling teams to share and recall facts across sessions. Automatically captures, classifies, and curates knowledge from supported transcript sources.
      18
      34 npm
      1
      AGPL 3.0
    • F
      license
      Not graded
      quality
      A
      maintenance
      Provides local-first, cross-session persistent memory that lets AI coding agents store, semantically search, and recall project-specific and cross-project knowledge via MCP tools and resources, with an optional task queue for autonomous execution.
      -

    TDQS

    A3.6/5.0

    Scored across 11 tools

    Disambiguation3/5

    The nine brain_session_* tools each nominally target a distinct lifecycle action, and the verbose descriptions clarify nuances, but several boundaries overlap heavily — relay internally performs capture+end+start, making it confusable with end/start, and start vs resume vs bind blur together. An agent could plausibly pick the wrong lifecycle tool for a given situation.

    Naming Consistency4/5

    All names are snake_case with a consistent brain_ prefix, so the set is readable. There is a minor structural deviation: session tools use brain_<noun>_<verb> (brain_session_start) while the meta tools use brain_<verb>_<noun> (brain_call_tool, brain_find_tool), but the pattern is still predictable.

    Tool Count4/5

    11 tools is within the well-scoped 3-15 range. The session lifecycle legitimately needs many operations, though nine session tools plus two meta tools is on the heavier side for what is essentially one domain.

    Completeness4/5

    The session lifecycle is thoroughly covered — start, heartbeat, capture, resume, bind, relay, end, abandon, list — plus meta tools for discovery and invocation. The only notable gap is that slots/focus are referenced extensively in relay/end but no tool here creates or manages slots, leaving a potential dead end for that sub-resource.

    Maintenance

    ActivityNo data
    ResponsivenessSyncing