Skip to main content
Glama

Related Servers

Alternatives to ossian-mcp

No user-submitted related servers found.

    Related Servers

    • A
      license
      Not graded
      quality
      D
      maintenance
      Enables AI agents with long-term memory and retrieval-augmented generation (RAG) capabilities, allowing them to recall past conversations, search local files, and learn user preferences.
      MIT
    • A
      license
      B
      quality
      A
      maintenance
      Enables file-based knowledge management with ranked keyword and semantic hybrid search, allowing AI agents to learn from documents and recall relevant knowledge as a persistent memory tool.
      30
      56 npm
      AGPL 3.0
    • F
      license
      Not graded
      quality
      D
      maintenance
      Provides AI agents with persistent, searchable memory that survives across conversations using semantic search, temporal versioning, and smart organization. Enables long-term context retention and cross-session continuity for AI assistants.
      14
      -

    TDQS

    A3.9/5.0

    Scored across 4 tools

    Disambiguation4/5

    recall vs ask_documents is clearly delineated (memory vs organisational documents) and reinforced with explicit cross-references in the descriptions. list_documents and list_namespaces are both listing operations but target different resources (documents vs corpus slices with counts), so an agent should rarely confuse them.

    Naming Consistency3/5

    Two tools follow a clean list_* pattern (list_documents, list_namespaces) and ask_documents uses a verb_noun form, but 'recall' is a bare verb with no object, breaking the pattern. The set is still readable, just not uniformly conventional.

    Tool Count4/5

    Four tools is on the lean side but suits a narrow retrieval/memory scope where each tool earns its place. Nothing feels redundant or excessive for the stated purpose.

    Completeness3/5

    The read path is well covered (list documents, list namespaces, ask, recall), but there is no tool to store or update memories, and no way to fetch or inspect a single document. If ingestion is handled externally this is workable, but the memory side looks write-incomplete.

    Maintenance

    ActivityMaintained
    ResponsivenessUnresponsive