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by asd-noor
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    Related Servers

    • Synapse Memory

      RaffaelFerro
      A
      license
      Not graded
      quality
      C
      maintenance
      A lightweight MCP server that provides long-term memory for LLMs by storing and retrieving important facts, decisions, and preferences through smart semantic search and automatic organization.
      12
      MIT

    • Memory OS AI

      romainsantoli-web
      A
      license
      Not graded
      quality
      C
      maintenance
      Universal MCP server providing adaptive semantic memory for AI agents, supporting document ingestion, semantic search, chat persistence, cross-project linking, and cloud storage overflow.
      3
      GPL 3.0

    • brain-mcp

      markschaake
      A
      license
      Not graded
      quality
      D
      maintenance
      An MCP server that provides persistent semantic memory backed by PostgreSQL and pgvector for storing and searching thoughts via vector embeddings. It enables dimensional organization, conflict detection, and historical tracking of facts, decisions, and observations.
      1 npm
      AGPL 3.0
    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

    A3.9/5.0

    Scored across 11 tools

    Disambiguation5/5

    Each tool clearly targets either the memory resource (save/delete/update/query) or the agenda resource (create/list/get/search/update/delete). Even update_task is distinct from update_agenda as it operates on a sub-resource, eliminating any real ambiguity.

    Naming Consistency5/5

    All tools follow a consistent verb_noun pattern with snake_case, using clear verbs like save, delete, update, query, create, list, get, search. The pluralization of list_agendas vs get_agenda is a minor stylistic variation but consistent throughout.

    Tool Count5/5

    11 tools is well within the ideal 3-15 range, covering two distinct domains (memory and agenda) without bloat or thinness. Each tool earns its place in the set.

    Completeness4/5

    Memory has full CRUD plus semantic search, and agenda has create/read/update/delete plus task management. The only noticeable gap is the lack of a list_memories tool, but query_memory serves as a search-based alternative. Task deletion is also not available, but tasks can be added and marked complete, so the core lifecycle is covered.

    Maintenance

    ActivityInactive
    ResponsivenessNo issues

    Resources