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Local RAG system for providing documentation to a large language model (LLM)

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  • Why this server?

    Integrates LLMs with RAG data sources using Sionic AI's Storm Platform, essential for connecting to various document repositories.

    Storm MCP Server

    sionic-ai
    -
    security
    F
    license
    -
    quality
    An open protocol server that implements Anthropic's Model Context Protocol to enable seamless integration between LLM applications and RAG data sources using Sionic AI's Storm Platform.
    27
    Python
    • Apple

  • Why this server?

    Facilitates integration of PrivateGPT, enabling chat functionalities and secure management of knowledge sources for local RAG.

    PrivateGPT MCP Server

    pgpt-dev
    -
    security
    F
    license
    -
    quality
    Facilitates integration of PrivateGPT with MCP-compatible applications, enabling chat functionalities and secure management of knowledge sources and user access.
    • Linux

  • Why this server?

    Enables semantic search and RAG over Apple Notes, allowing AI assistants to 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?

    Provides RAG capabilities for semantic document search using Qdrant vector database and Ollama/OpenAI embeddings.

    RagDocs MCP Server

    heltonteixeira
    -
    security
    A
    license
    -
    quality
    Provides RAG capabilities for semantic document search using Qdrant vector database and Ollama/OpenAI embeddings, allowing users to add, search, list, and delete documentation with metadata support.
    5
    4
    TypeScript
    Apache 2.0

  • Why this server?

    Provides an API to query Large Language Models using context from local files, supporting various models and file types.

    File Context MCP

    compiledwithproblems
    -
    security
    F
    license
    -
    quality
    This server provides an API to query Large Language Models using context from local files, supporting various models and file types for context-aware responses.
    1
    TypeScript

  • Why this server?

    Provides semantic memory and persistent storage for Claude, leveraging ChromaDB and sentence transformers.

    MCP Memory Service

    doobidoo
    Verified
    -
    security
    A
    license
    -
    quality
    Provides semantic memory and persistent storage for Claude, leveraging ChromaDB and sentence transformers for enhanced search and retrieval capabilities.
    3
    167
    Python
    MIT License
    • Linux

  • Why this server?

    Vectorize MCP server for advanced retrieval, Private Deep Research, Anything-to-Markdown file extraction and text chunking.

    Vectorizeofficial

    vectorize-io
    A
    security
    A
    license
    A
    quality
    Vectorize MCP server for advanced retrieval, Private Deep Research, Anything-to-Markdown file extraction and text chunking.
    3
    15
    17
    JavaScript
    MIT License
    • Apple
    • Linux

  • Why this server?

    A Python-based MCP server that crawls websites to extract and save content as markdown files, with features for mapping website structure and links.

    MD Webcrawl MCP

    jmh108
    -
    security
    A
    license
    -
    quality
    A Python-based MCP server that crawls websites to extract and save content as markdown files, with features for mapping website structure and links.
    1
    Python
    MIT License

  • Why this server?

    A tool for Model Context Protocol (MCP) that allows you to analyze web content and add it to your knowledge base, storing content as Markdown files for easy viewing with tools like Obsidian.

    Memex

    narphorium
    -
    security
    A
    license
    -
    quality
    A tool for Model Context Protocol (MCP) that allows you to analyze web content and add it to your knowledge base, storing content as Markdown files for easy viewing with tools like Obsidian.
    6
    Python
    MIT License

  • Why this server?

    Enables LLMs to interact directly with the documents that they have on-disk through agentic RAG and hybrid search in LanceDB.

    mcp-lancedb

    adiom-data
    -
    security
    A
    license
    -
    quality
    A Model Context Protocol (MCP) server that enables LLMs to interact directly the documents that they have on-disk through agentic RAG and hybrid search in LanceDB. Ask LLMs questions about the dataset as a whole or about specific documents.
    12
    31
    TypeScript
    MIT License
    • Apple