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Alternatives to emms-mcp

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    • A
      license
      C
      quality
      F
      maintenance
      Cognitive memory for AI agents. Implements Atkinson-Shiffrin multi-store memory (sensory → STM → LTM), semantic RAG with fastembed, Ebbinghaus forgetting curves, trust scoring, and metacognitive guard. 76+ MCP tools. 100% local, MIT licensed.
      100
      707 npm
      27
      AGPL 3.0
    • A
      license
      Not graded
      quality
      D
      maintenance
      Long-term memory for AI agents over MCP — episodic + semantic memory, a temporal knowledge graph, and a dialectic user model, exposed as 32 tools (recall, remember, context, graph, dreaming, peers). Zero dependencies, runs fully offline; leads the LoCoMo benchmark at ~35x fewer LLM calls.
      2
      Apache 2.0
    • A
      license
      Not graded
      quality
      A
      maintenance
      Persistent, auditable memory for AI agents. Hybrid BM25 + vector recall with 18 MCP tools, adaptive block metadata (A-MEM), intent-aware routing, contradiction detection, and governance workflows. Zero external dependencies. Drop-in memory for Claude Code and any MCP-compatible agent.
      327 PyPI
      17
      Apache 2.0
    • 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
    • F
      license
      Not graded
      quality
      B
      maintenance
      Persistent, self-curating memory for coding agents. It enables local, zero-cost context recall through MCP tools with hybrid retrieval and autonomous consolidation.
      -
    • F
      license
      A
      quality
      B
      maintenance
      Self-hosted MCP-native agent memory server. Gives AI agents persistent, decay-weighted memory via 83 MCP tools — no cloud, full control. RocksDB+HNSW backend. Works with Claude Code, Cursor, and any MCP-compatible agent.
      14
      8
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