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"Techniques and Strategies to Improve Long-Term Memory" matching MCP servers:

  • flux7-memory

    KTCrisis
    A
    license
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    quality
    A
    maintenance
    Governed multi-agent memory for AI agents. Hybrid markdown + SQLite store with full-text search, vector retrieval, and LLM reranking. Three transports: MCP stdio, HTTP JSON-RPC, and MCP SSE. One Go binary
    Last updated
    1
    Apache 2.0

  • dark-memory-mcp

    Opita-Code
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    license
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    quality
    A
    maintenance
    An MCP server that provides persistent memory for AI agents, enabling context retention across sessions and supporting vibe-loop workflows where agent promises and deliverables are tracked and validated.
    Last updated
    MIT

  • auxly-memory-cli

    Tzamun-Arabia-IT-Co
    A
    license
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    quality
    B
    maintenance
    Local-first, file-based memory layer for AI agents — one shared Markdown vault across Claude, Codex, Gemini, Cursor and any MCP client. Provides read/write memory tools with an audit trail, per-agent trust levels, and Git sync; no cloud and no lock-in.
    Last updated
    2
    MIT

  • M.I.M.I.R - Multi-agent

    orneryd
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    license
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    quality
    D
    maintenance
    Provides AI assistants with persistent graph database memory using Neo4j, enabling task management, relationship understanding, semantic search with embeddings, file indexing, and multi-agent coordination through the Model Context Protocol.
    Last updated
    27
    276
    MIT

  • interactive-process-mcp

    UserB1ank
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    license
    A
    quality
    B
    maintenance
    MCP server for managing interactive processes, enabling AI agents to start, interact with, and terminate long-running programs like SSH sessions, REPLs, and installers via read/write operations.
    Last updated
    8
    8
    MIT

  • immigration-mcp

    tushariitr-19
    A
    license
    A
    quality
    B
    maintenance
    MCP server for US immigration guidance — live Visa Bulletin, priority date checker, and immigration term explanations powered by official government data
    Last updated
    3
    2
    MIT

  • MPM-Coding

    halflifezyf2680
    A
    license
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    quality
    A
    maintenance
    Provides AI coding assistants with code search, impact analysis, task chaining, and persistent memory to turn AI demos into deliverable code.
    Last updated
    17
    MIT

  • LLM Optimizer

    jonradoff
    A
    license
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    quality
    B
    maintenance
    LLM Optimizer is an AI visibility intelligence platform. It analyzes how large language models and AI search engines perceive, cite, and recommend brands; then provides research-backed optimization strategies to improve that visibility.
    Last updated
    10
    MIT

  • cabrain-cli

    togo-framework
    A
    license
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    quality
    A
    maintenance
    Connect any AI client to the CaBrain memory system via MCP, exposing tools for memory recall, retain, and brain management.
    Last updated
    613
    MIT

  • memex

    kioie
    A
    license
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    quality
    A
    maintenance
    Provides long-term local memory for AI coding agents via MCP, enabling persistent recall of preferences and project facts across chat sessions.
    Last updated
    1
    MIT

  • lightpanda-mcp-server

    Brilhante29
    F
    license
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    quality
    C
    maintenance
    MCP server for Lightpanda headless browser enabling ultra-fast HTML extraction, markdown conversion, and JavaScript execution with 16x lower memory footprint than Chrome.
    Last updated

  • ContextLattice

    sheawinkler
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    license
    A
    quality
    A
    maintenance
    ContextLattice is an HTTP-first, MCP-compatible memory/context/task orchestrator that persists writes and returns fused recall from specialized stores with local-first defaults. Primary URL: https://contextlattice.io/ Install: https://contextlattice.io/installation.html Troubleshooting: https://contextlattice.io/troubleshooting.html
    Last updated
    3
    141
    Apache 2.0

  • vshulcz/deja-vu

    vshulcz
    A
    license
    A
    quality
    B
    maintenance
    Indexes the session histories Claude Code, Codex CLI and opencode already write into a local searchable memory. MCP recall tools, session-start auto-recall, secret redaction at index time, cross-machine sync over SSH.
    Last updated
    4
    4
    496
    MIT

  • memoryweb

    corbym
    A
    license
    A
    quality
    A
    maintenance
    An MCP server that gives AI agents persistent, narrative memory: concepts as nodes, relationships as typed "because" edges, so anything filed can be pulled back by association rather than by address.
    Last updated
    8
    16
    12
    MIT