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Alternatives to mcp-memory

  • A
    license
    A
    quality
    B
    maintenance
    Gives your AI persistent memory across conversations. Stores facts automatically, finds them by meaning using hybrid search with query expansion, and organizes everything into topics without manual tagging.
    18
    1
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Related Servers

  • A
    license
    C
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    F
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    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.
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    AGPL 3.0
  • A
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    Open-source AI memory layer for LLM agents. Importance scoring, temporal decay, hierarchical memory (facts, summaries, themes), YMYL prioritization, and active retrieval with contradiction detection. Supports OpenAI, Anthropic, Ollama. Local-first with SQLite + FAISS.
    23 PyPI
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    Apache 2.0
  • A
    license
    A
    quality
    C
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    Persistent semantic memory for AI agents. SQLite-backed, local-first, zero config. Semantic search via Ollama embeddings with keyword fallback. Tools: remember, recall, history, forget, stats.
    17
    37 npm
    1
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  • A
    license
    Not graded
    quality
    C
    maintenance
    Persistent memory for AI agents — organized by time and space. Important memories get promoted, noise decays naturally, and related knowledge clusters into a browsable topic tree. Fully automatic.
    27
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TDQS

A4.2/5.0

Scored across 4 tools

Disambiguation5/5

Each tool targets a distinct operation on memories: forget deletes, inspect shows debug view, recall searches, and remember creates. There is no overlap or ambiguity.

Naming Consistency5/5

All tool names are single-word lowercase verbs (forget, inspect, recall, remember), following a consistent imperative pattern.

Tool Count5/5

With 4 tools, the server covers the essential CRUD-like operations for a memory system (create, read, delete, and inspect) without being excessive or insufficient.

Completeness4/5

The tool set covers creation, search, deletion, and inspection, but lacks an explicit update tool. While auto-reinforcement and categorization handle some updates, a direct edit capability is a minor gap.

Maintenance

ActivityInactive
ResponsivenessNo issues