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Information or resources related to 'rag'

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  • Why this server?

    Mentions RAGFlow explicitly, suggesting it's designed for retrieval-augmented generation workflows.

    RAGFlow MCP

    oraichain
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    security
    A
    license
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    quality
    A simple temporary MCP server for RAGFlow that bridges the gap until an official version is released.
    Last updated -
    1
    Python
    Apache 2.0
    • Linux
    • Apple

  • Why this server?

    Includes 'Private Deep Research' and 'text chunking', aligning with RAG principles.

    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.
    Last updated -
    3
    15
    17
    JavaScript
    MIT License
    • Apple
    • Linux

  • Why this server?

    Connects to the Storm Platform for RAG data sources.

    Storm MCP Server

    sionic-ai
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    security
    F
    license
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    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.
    Last updated -
    27
    Python
    • Apple

  • Why this server?

    Mentions vector database capabilities, essential for RAG.

    Chroma MCP Server

    privetin
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    security
    A
    license
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    quality
    A Model Context Protocol server providing vector database capabilities through Chroma, enabling semantic document search, metadata filtering, and document management with persistent storage.
    Last updated -
    17
    Python
    MIT License
    • Apple
    • Linux

  • Why this server?

    Explicitly described as a platform for Retrieval-Augmented Generation (RAG).

    Agentsetofficial

    agentset-ai
    A
    security
    A
    license
    A
    quality
    An open-source platform for Retrieval-Augmented Generation (RAG). Upload documents and query them ⚡
    Last updated -
    1
    169
    JavaScript
    MIT License

  • Why this server?

    Uses the React Agent pattern, which is a technique to provide more structured responses, and as a result, a higher retrieval when performing RAG.

    Meeting Room MCP Server

    ma1238906
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    security
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    license
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    quality
    A simple MCP server that enables meeting room booking through an AI assistant, supporting room availability checks and booking operations with React Agent pattern for tool calling.
    Last updated -
    Python

  • Why this server?

    Provides access to recipe data and meal planning. Those task can be improved by using retrieval augmented generation.

    HowToCook-MCP Server

    worryzyy
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    security
    F
    license
    A
    quality
    An MCP server that transforms AI assistants into personal chefs by providing recipe recommendations and meal planning features based on the HowToCook repository.
    Last updated -
    4
    553
    229
    TypeScript

  • Why this server?

    Focuses on memory storage and retrieval, key components of RAG systems.

    Tribal Knowledge Service

    agentience
    A
    security
    A
    license
    A
    quality
    An MCP server implementation that helps Claude remember and learn from programming errors by storing, retrieving, and finding similar errors with full context.
    Last updated -
    6
    2
    Python
    MIT License
    • Apple

  • Why this server?

    Provides access to documentation, beneficial when creating RAG systems that need to know about coding documentation.

    MPC Docs Server

    joaowinderfeldbussolotto
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    security
    F
    license
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    quality
    A simple Model Context Protocol server that enables searching and retrieving relevant documentation snippets from Langchain, Llama Index, and OpenAI official documentation.
    Last updated -
    Python
    • Apple
    • Linux

  • Why this server?

    A bridge that connects AI assistants and search services enabling search functionality. RAG systems benefit when using a search service.

    SearchAPI MCP Agent

    RmMargt
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    security
    A
    license
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    quality
    A bridge between AI assistants and search services that implements A2A protocol and Model Context Protocol, enabling search functionality for web, videos, maps, flights, and hotels.
    Last updated -
    3
    Python
    MIT License
    • Apple