Skip to main content
Glama
Sign In
fish827-08

kb-memory

by fish827-08
OverviewSchemaSourceRelated ServersDiscussionsAdmin
Python
Hybrid

Related Servers

Alternatives to kb-memory

No user-submitted related servers found.

    Related Servers

    • mnemostack

      udjin-labs
      A
      license
      A
      quality
      A
      maintenance
      Durable hybrid memory for AI agents. Combines vector search, BM25, temporal retrieval, and optional Memgraph knowledge graph via reciprocal rank fusion. 6 MCP tools: health, search, answer, feedback, graph_query, graph_add_triple. Self-hosted with Qdrant backend.
      7
      278 PyPI
      9
      Apache 2.0

    • llm-memory-tool

      menoxz
      A
      license
      Not graded
      quality
      D
      maintenance
      MCP server that enables persistent, hybrid, local memory for LLM agents, with vector + BM25 search, knowledge graph, and policy-driven retention, providing token-budgeted context injection for AI assistants.
      MIT

    • HCC

      icemaple77
      A
      license
      B
      quality
      B
      maintenance
      Local-first, cross-agent memory layer for Hermes, OpenClaw, and Claude Code (MCP) behind a single REST API. Hybrid BM25+pgvector+RRF retrieval with optional Qwen3 rerank, a three-stage "dream" consolidation cycle (Light → REM → Deep) that clusters and de-dupes daily memories into durable knowledge with a narrative journal written to Obsidian, and a persistent 6-dimension emotion state machine that
      8
      1
      MIT

    • Strata

      avinash-1707
      A
      license
      Not graded
      quality
      D
      maintenance
      Local-first memory layer for AI agents. Compresses context with a local LLM and serves hybrid search over MCP.
      674 npm
      MIT

    • RecallNest

      AliceLJY
      A
      license
      A
      quality
      A
      maintenance
      Persistent memory MCP server for AI coding agents (Claude Code, Codex, Gemini CLI). Hybrid retrieval (vector + BM25), cross-encoder reranking, knowledge graph, session checkpoint/resume, and multi-scope isolation. Local-first with LanceDB.
      30
      50 npm
      15
      MIT
    Deploy Server
    Context All Your Agents Can ShareAgents share what they learn, hand off work, and hold it when you switch models. Start with 5 GB free.fulcradynamics.comAd

    TDQS

    A3.7/5.0

    Scored across 11 tools

    Disambiguation4/5

    The memory CRUD set (write/read/update/delete/search) is clearly differentiated, as are link/unlink/list_links and add_document/add_webpage. The only mild overlap is between ask_kb (RAG answer) and search_memory (raw retrieval), but their descriptions make the answer-vs-hits distinction clear.

    Naming Consistency4/5

    Names follow a consistent snake_case verb_noun pattern (write_memory, read_memory, link_memory, unlink_memory, add_document, ask_kb). Minor deviation: 'write_' and 'add_' both serve creation, and list_links/ask_kb omit the 'memory' noun, but conventions remain readable.

    Tool Count5/5

    11 tools is well within the ideal 3-15 range and each tool earns its place across distinct clusters (CRUD, linking, ingestion, retrieval/Q&A). No redundant or trivial tools.

    Completeness4/5

    Core lifecycle is covered: full memory CRUD plus search, complete link/unlink/list linking, document and webpage ingestion, and RAG Q&A. Minor gaps exist (e.g. no listing/browsing of all memories, no bulk or tag-based management, no document update/re-ingest), but agents can work around these via search.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues

    Resources