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Information or Products Related to Rags

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  • Why this server?

    This server is specifically designed for RAG pipelines, enabling web browsing for LLMs similar to web search in ChatGPT.

    mcp-server-rag-web-browserofficial

    apify
    A
    security
    A
    license
    A
    quality
    Implementation of an MCP server for the RAG Web Browser Actor. This Actor serves as a web browser for large language models (LLMs) and RAG pipelines, similar to a web search in ChatGPT.
    1
    330
    77
    JavaScript
    Apache 2.0
    • Apple

  • Why this server?

    This server enables RAG over documents using LanceDB.

    mcp-lancedb

    adiom-data
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    security
    A
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    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

  • Why this server?

    Enables LLMs to perform semantic search and document management using ChromaDB, supporting natural language queries with similarity metrics for retrieval augmented generation applications.

    Chroma MCP Server

    privetin
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    security
    F
    license
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    quality
    Enables LLMs to perform semantic search and document management using ChromaDB, supporting natural language queries with intuitive similarity metrics for retrieval augmented generation applications.
    Python
    • Apple

  • Why this server?

    This server retrieves and process documentation through vector search, enabling AI assistants to augment their responses with relevant documentation context.

    mcp-ragdocs

    hannesrudolph
    Verified
    A
    security
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    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?

    A Model Context Protocol server that enables semantic search and retrieval of documentation using a vector database (Qdrant). This server allows you to add documentation from URLs or local files and then search through them using natural language queries.

    MCP-Ragdocs

    qpd-v
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    security
    A
    license
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    quality
    A Model Context Protocol (MCP) server that enables semantic search and retrieval of documentation using a vector database (Qdrant). This server allows you to add documentation from URLs or local files and then search through them using natural language queries.
    14
    74
    JavaScript
    Apache 2.0
    • Apple

  • Why this server?

    Integrates Jina.ai's Reader API with LLMs for efficient and structured web content extraction, optimized for documentation and web content analysis.

    MCP JinaAI Reader Server

    spences10
    Verified
    A
    security
    A
    license
    A
    quality
    Integrates Jina.ai's Reader API with LLMs for efficient and structured web content extraction, optimized for documentation and web content analysis.
    1
    24
    24
    JavaScript
    MIT License
    • Linux

  • Why this server?

    Enables efficient web search integration with Jina.ai's Search API, offering clean, LLM-optimized content retrieval with support for various content types and configurable caching.

    MCP JinaAI Search Server

    spences10
    Verified
    A
    security
    A
    license
    A
    quality
    Enables efficient web search integration with Jina.ai's Search API, offering clean, LLM-optimized content retrieval with support for various content types and configurable caching.
    1
    22
    3
    JavaScript
    MIT License

  • Why this server?

    A Model Context Protocol (MCP) server implementation for Axiom that enables AI agents to query your data using Axiom Processing Language (APL).

    Axiomofficial

    axiomhq
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    security
    A
    license
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    quality
    A Model Context Protocol server implementation for Axiom that enables AI agents to query your data using Axiom Processing Language (APL).
    32
    Go
    MIT License

  • Why this server?

    The server facilitates access to Julia documentation and source code through Claude Desktop, allowing users to retrieve information on Julia packages, modules, types, functions, and methods.

    Julia Documentation MCP Server

    jonathanfischer97
    Verified
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    security
    A
    license
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    The server facilitates access to Julia documentation and source code through Claude Desktop, allowing users to retrieve information on Julia packages, modules, types, functions, and methods.
    4
    0
    2
    JavaScript
    MIT License

  • Why this server?

    Enables vector similarity search and serving of Svelte documentation via the MCP protocol, with support for local caching and multiple llms.txt documentation formats.

    MCP Svelte Docs Server

    spences10
    Verified
    A
    security
    A
    license
    A
    quality
    Enables vector similarity search and serving of Svelte documentation via the MCP protocol, with support for local caching and multiple llms.txt documentation formats.
    2
    89
    38
    TypeScript
    MIT License