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Information about LangMem

View all MCP Servers

  • Why this server?

    Enhances user interaction through a persistent memory system that remembers information across chats and learns from past errors by utilizing a local knowledge graph and lesson management.

    Knowledge Graph Memory Server

    T1nker-1220
    Verified
    A
    security
    A
    license
    A
    quality
    Enhances user interaction through a persistent memory system that remembers information across chats and learns from past errors by utilizing a local knowledge graph and lesson management.
    13
    9,068
    34
    JavaScript
    MIT License

  • Why this server?

    This project is based on the Knowledge Graph Memory Server from the MCP servers repository and retains its core functionality.

    MemoryMesh

    CheMiguel23
    -
    security
    A
    license
    -
    quality
    This project is based on the Knowledge Graph Memory Server from the MCP servers repository and retains its core functionality.
    44
    107
    TypeScript
    MIT License
    • Apple

  • Why this server?

    A Model Context Protocol server that reduces token consumption by efficiently caching data between language model interactions, automatically storing and retrieving information to minimize redundant token usage.

    Memory Cache MCP Server

    ibproduct
    A
    security
    F
    license
    A
    quality
    A Model Context Protocol server that reduces token consumption by efficiently caching data between language model interactions, automatically storing and retrieving information to minimize redundant token usage.
    4
    3
    JavaScript

  • Why this server?

    A high-performance, persistent memory system for the Model Context Protocol (MCP) providing vector search capabilities and efficient knowledge storage using libSQL as the backing store.

    MCP Memory LibSQL

    joleyline
    A
    security
    A
    license
    A
    quality
    A high-performance, persistent memory system for the Model Context Protocol (MCP) providing vector search capabilities and efficient knowledge storage using libSQL as the backing store.
    6
    71
    1
    TypeScript
    MIT License
    • Linux

  • Why this server?

    A Model Context Protocol server that enables semantic search and RAG over your Apple Notes, allowing AI assistants like Claude to search and reference your notes during conversations.

    MCP Apple Notes

    Tom-Semple
    -
    security
    F
    license
    -
    quality
    A Model Context Protocol server that enables semantic search and RAG over your Apple Notes, allowing AI assistants like Claude to search and reference your notes during conversations.
    6
    TypeScript
    • Apple

  • Why this server?

    Enables semantic search, image search, and cross-modal search functionalities through integration with Jina AI's neural search capabilities.

    mcp-apple-notes

    RafalWilinski
    -
    security
    F
    license
    -
    quality
    Enables semantic search and RAG (Retrieval Augmented Generation) over your Apple Notes.
    158
    TypeScript
    • Apple

  • Why this server?

    A Model Context Protocol (MCP) server providing unified access to multiple search engines (Tavily, Brave, Kagi), AI tools (Perplexity, FastGPT), and content processing services (Jina AI, Kagi). Combines search, AI responses, content processing, and enhancement features through a single interface.

    mcp-omnisearch

    spences10
    Verified
    A
    security
    A
    license
    A
    quality
    🔍 A Model Context Protocol (MCP) server providing unified access to multiple search engines (Tavily, Brave, Kagi), AI tools (Perplexity, FastGPT), and content processing services (Jina AI, Kagi). Combines search, AI responses, content processing, and enhancement features through a single interface.
    15
    47
    30
    TypeScript
    MIT License
    • Linux

  • Why this server?

    Enhances AI model capabilities with structured, retrieval-augmented thinking processes that enable dynamic thought chains, parallel exploration paths, and recursive refinement cycles for improved reasoning.

    Retrieval-Augmented Thinking MCP Server

    stat-guy
    A
    security
    A
    license
    A
    quality
    Enhances AI model capabilities with structured, retrieval-augmented thinking processes that enable dynamic thought chains, parallel exploration paths, and recursive refinement cycles for improved reasoning.
    1
    4
    JavaScript
    MIT License

  • Why this server?

    An MCP server implementation that provides tools for retrieving and processing documentation through vector search, enabling AI assistants to augment their responses with relevant documentation context

    mcp-ragdocs

    hannesrudolph
    Verified
    A
    security
    A
    license
    A
    quality
    An MCP server implementation that provides tools for retrieving and processing documentation through vector search, enabling AI assistants to augment their responses with relevant documentation context
    7
    62
    81
    TypeScript
    MIT License

  • Why this server?

    An MCP server implementation that provides tools for retrieving and processing documentation through vector search, enabling AI assistants to augment their responses with relevant documentation context. Uses Ollama or OpenAI to generate embeddings. Docker files included

    @sanderkooger/mcp-server-ragdocs

    sanderkooger
    Verified
    -
    security
    A
    license
    -
    quality
    An MCP server implementation that provides tools for retrieving and processing documentation through vector search, enabling AI assistants to augment their responses with relevant documentation context. Uses Ollama or OpenAI to generate embeddings. Docker files included
    19
    14
    TypeScript
    MIT License
    • Apple
    • Linux