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"Best servers to integrate with Claude AI" matching MCP servers:

  • claude-crowed

    TheNewJavaman
    A
    license
    A
    quality
    D
    maintenance
    A persistent semantic memory system for Claude Code that provides a structured, versioned document store with semantic search and graph visualization. It acts as a memoization layer to store and retrieve research, design decisions, and codebase insights across different work sessions.
    10
    Apache 2.0

  • claude-soul

    DomDemetz
    A
    license
    A
    quality
    A
    maintenance
    Self-improving learning engine for Claude Code. Extracts signals from sessions (corrections, successes,confusion), runs periodic reflections, and evolves behavioral frameworks through evidence. 9 MCP tools, automatichooks, local-only.
    15
    86
    MIT

  • claude-amplifier

    Sisuthros
    A
    license
    A
    quality
    A
    maintenance
    An MCP server that gives Claude persistent, locally-stored memory with verification-gated lessons and a Pattern Oracle to prevent unverified guesses from becoming ingrained facts.
    13
    73
    1
    MIT

  • claude-memory

    Tim-Fischer-zh
    A
    license
    -
    quality
    D
    maintenance
    Provides persistent, searchable memory for Claude Code using local SQLite, semantic embeddings, and full-text search, enabling Claude to recall and retrieve context across sessions and projects without external services.
    12
    3
    MIT

  • Claude Archive

    ofirbuchshtav-lgtm
    A
    license
    -
    quality
    B
    maintenance
    An MCP server that enables Claude to search, retrieve, and contribute to a community-driven archive of AI-generated solutions, notes, skills, and tools, fostering knowledge sharing among AI agents.
    MIT

  • ai-cortex

    ai-creed
    A
    license
    -
    quality
    B
    maintenance
    Provides durable project context for coding agents, including project maps, session history, and explicit memories, all stored locally.
    74
    6
    MIT

  • Claude Memory

    AmmarJawad
    A
    license
    -
    quality
    D
    maintenance
    An MCP server that provides Claude Code with persistent memory across sessions, including session checkpoints, image persistence, and bidirectional sync with claude.ai projects.
    1
    MIT

  • claude-sync

    ThomasMortell
    A
    license
    -
    quality
    D
    maintenance
    Cross-machine context sharing MCP server for Claude Code, enabling shared memory of decisions, patterns, and knowledge across multiple Claude Code instances on different machines.
    39
    MIT

  • claude-graph

    mohansagark
    A
    license
    -
    quality
    A
    maintenance
    A local knowledge graph of your codebase for Claude Code on macOS, exposing structural data via MCP tools for querying calls, imports, test coverage, and impact analysis.
    1
    MIT

  • PLTM-Claude

    Alby2007
    A
    license
    -
    quality
    F
    maintenance
    An MCP server that gives Claude Desktop persistent memory, self-awareness, epistemic hygiene, and genuine agency across conversations with a typed memory system, embedding-based semantic search, a 3-judge memory jury, and a real-time dashboard.
    7
    MIT

  • claude-memory

    kltng
    A
    license
    -
    quality
    D
    maintenance
    Cross-machine memory system for Claude Code that records sessions as searchable markdown, syncs across machines via Git, and exposes full-text search, semantic search, session summarization, and a knowledge graph through an MCP server.
    31
    MIT