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    Related Servers

    • F
      license
      Not graded
      quality
      D
      maintenance
      Provides persistent semantic memory for Claude Code via local embeddings and six MCP tools, enabling context storage and retrieval across sessions without cloud dependencies.
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    • F
      license
      Not graded
      quality
      A
      maintenance
      Enables Claude Code to store, search, update, and delete persistent memories across sessions, backed by self-hosted Qdrant vector storage, an optional Neo4j knowledge graph, and Ollama embeddings, with Anthropic or Ollama as the main LLM. Exposes 11 MCP tools plus session hooks and a CLAUDE.md guide so context is injected at startup and saved automatically at session end.
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    • F
      license
      Not graded
      quality
      A
      maintenance
      Enables Claude Code to maintain persistent cross-session memory backed by self-hosted Qdrant, Neo4j, and Ollama, including semantic search, memory CRUD, and knowledge-graph entity exploration. It supports both Anthropic/Claude and fully local Ollama LLM configurations through MCP tools and session hooks.
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    • F
      license
      Not graded
      quality
      A
      maintenance
      Enables Claude Code to maintain cross-session memory using self-hosted Qdrant vector storage, optional Neo4j knowledge graphs, and Ollama embeddings, with Anthropic or Ollama as the main LLM. It exposes MCP tools for adding, searching, updating, deleting, and graphing memories, plus hooks for automatic context injection and session summarization.
      -
    • F
      license
      Not graded
      quality
      A
      maintenance
      Enables Claude Code to persistently store, search, update, and delete memories backed by self-hosted Qdrant, Neo4j, and Ollama, using Anthropic or a fully local LLM. Exposes 11 MCP tools plus session hooks that automatically inject relevant context on startup and save session summaries on exit.
      -

    TDQS

    A4.3/5.0

    Scored across 6 tools

    Disambiguation5/5

    Each tool has a clearly distinct purpose: add, delete individual, bulk delete, get by ID, search, and update. There is no overlap or confusion between them.

    Naming Consistency5/5

    All tool names follow a consistent verb_noun pattern in snake_case, e.g., add_memory, delete_all_memories, delete_memory, get_memory, search_memories, update_memory. The pattern is predictable and clear.

    Tool Count5/5

    With 6 tools, the server is well-scoped for memory management. Each tool earns its place, covering essential operations without unnecessary bloat or sparseness.

    Completeness5/5

    The tool surface covers all fundamental memory operations: create, read, update, delete (individual and bulk), and search. There are no obvious gaps for typical memory management tasks.

    Maintenance

    ActivityInactive
    ResponsivenessNo issues