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Open-Source MCP servers

Production-ready MCP servers that extend AI capabilities through file access, database connections, API integrations, and other contextual services.

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9,443 servers. Last updated -

Matching MCP tools:

Matching MCP servers:

  • mcp-server-rag-web-browserofficial

    apify
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    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.
    Last updated -
    69
    183
    Apache 2.0
    • Apple

  • RAG-MCP Server

    plaban1981
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    A server that integrates Retrieval-Augmented Generation (RAG) with the Model Control Protocol (MCP) to provide web search capabilities and document analysis for AI assistants.
    Last updated -
    3
    Apache 2.0

  • MCP-RAG Server

    felixscherz
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    Connects a RAG application to open-webui using Model Context Protocol (MCP), enabling server-to-client communication for context retrieval and tool usage in remote environments through Server-Sent Events (SSE).
    Last updated -
    1

  • MCP Docs RAG Server

    kazuph
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    A TypeScript MCP server that allows querying documents using LLMs with context from locally stored repositories and text files through a RAG (Retrieval-Augmented Generation) system.
    Last updated -
    4
    8
    • Apple
    • Linux

  • RAG MCP server

    proofofsid
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    Implements a RAG workflow that integrates with any custom knowledge base and can be triggered directly from the Cursor IDE.
    Last updated -

  • Storm MCP Server

    sionic-ai
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    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 -
    36
    • Apple

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  • RAG Anything MCP Server

    jesse-merhi
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    security
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    An MCP server that provides comprehensive multimodal Retrieval-Augmented Generation (RAG) capabilities for processing and querying document directories, supporting text, images, tables, and equations.
    Last updated -
    5
    MIT License

  • RAG Database MCP Server

    Human-center
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    Enables AI assistants to search and query PDF documents through a local RAG system with vector embeddings. Provides semantic document search capabilities while keeping all data stored locally without external dependencies.
    Last updated -
    • Apple
    • Linux

  • Langflow Document Q&A Server

    GongRzhe
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    Enables querying documents through a Langflow backend using natural language questions, providing an interface to interact with Langflow document Q\&A flows.
    Last updated -
    1
    14
    MIT License
    • Apple

  • Model Context Protocol Server

    ashishpatel26
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    A server exposing intelligent tools for enhancing RAG applications with entity extraction, query refinement, and relevance checking capabilities.
    Last updated -
    28

  • Crawl4AI RAG MCP Server

    vedantparmar12
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    Provides AI agents and coding assistants with web crawling and RAG capabilities, allowing them to scrape websites and perform semantic searches on the crawled content.
    Last updated -
    2

  • MCP-RAG Server

    sourangshupal
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    security
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    Implements Retrieval-Augmented Generation (RAG) using GroundX and OpenAI, allowing users to ingest documents and perform semantic searches with advanced context handling through Modern Context Processing (MCP).
    Last updated -
    4
    • Linux
    • Apple

  • Crawl4AI RAG MCP Server

    coleam00
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    Web crawling and RAG implementation that enables AI agents to scrape websites and perform semantic search over the crawled content, storing everything in Supabase for persistent knowledge retrieval.
    Last updated -
    1,664
    MIT License
    • Linux
    • Apple

  • Bear Notes MCP Server with RAG

    ruanodendaal
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    Connects Bear Notes to AI assistants using semantic search and RAG (Retrieval-Augmented Generation), allowing AI systems to access and understand your personal knowledge base through meaningful search rather than just keyword matching.
    Last updated -
    11
    5
    MIT License
    • Apple

  • YouTube to LinkedIn MCP Server

    NvkAnirudh
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    A Model Context Protocol (MCP) server that automates generating LinkedIn post drafts from YouTube videos. This server provides high-quality, editable content drafts based on YouTube video transcripts.
    Last updated -
    1
    MIT License
    • Linux
    • Apple

  • PDF RAG MCP Server

    hyson666
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    A document knowledge base system that enables users to upload PDFs and query them semantically through a web interface or via the Model Context Protocol, allowing integration with AI tools like Cursor.
    Last updated -
    21
    • Linux
    • Apple

  • Text-to-SQL MCP Server

    tmstack
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    security
    F
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    A secure database query service built on FastMCP framework that allows users to query MySQL databases using natural language, with comprehensive permission management and security controls.
    Last updated -
    6

  • Calibre RAG MCP Server

    ispyridis
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    Enables semantic search and contextual conversations with your Calibre ebook library using vector-based RAG technology. Supports project-based organization, multi-format book processing, and OCR capabilities for enhanced content extraction and retrieval.
    Last updated -
    7

  • SAP OData to MCP Server

    lemaiwo
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    Transforms SAP S/4HANA or ECC systems into conversational AI interfaces by exposing all OData services as dynamic MCP tools. Enables natural language interactions with ERP data for querying, creating, updating, and deleting business entities through SAP BTP integration.
    Last updated -
    48
    MIT License

  • SAP OData to MCP Server

    Raistlin82
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    security
    F
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    Transforms SAP S/4HANA or ECC systems into conversational AI interfaces by exposing all OData services as dynamic MCP tools. Enables natural language interactions with ERP data including querying, creating, updating, and deleting entities through SAP BTP integration.
    Last updated -
    3

  • SMCPHUB Server

    PA-LuffyYu
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    A client library for connecting to and interacting with MCP servers hosted on smcphub.com, allowing users to find, publish, and call tools on MCP servers.
    Last updated -
    2
    5
    MIT License

  • A-Share MCP Server

    24mlight
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    A Model Context Protocol server focused on China's A-share stock market that provides data on stocks, financials, market indices, and macroeconomic indicators.
    Last updated -
    27
    424
    MIT License

  • ComfyUI MCP Server

    jonpojonpo
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    A server for connecting to a local ComfyUI instance that enables storing and summarizing notes with custom URI scheme support.
    Last updated -
    1
    4
    MIT License
    • Apple

  • Remote MCP Server

    mpazaryna
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    A Cloudflare Workers-based MCP server that enables connecting AI assistants like Claude Desktop to custom tools without authentication requirements.
    Last updated -

  • Minesweeper MCP Server

    tonypan2
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    An MCP server that enables AI agents like Claude to play Minesweeper through natural language interaction, connecting to a separate Minesweeper game server.
    Last updated -
    4
    107

  • Remote MCP Server Authless

    cdn221
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    security
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    A serverless MCP implementation on Cloudflare Workers that allows connecting AI models to custom tools without requiring authentication.
    Last updated -

  • Remote MCP Server Authless

    shooooori0128
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    F
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    A serverless MCP implementation on Cloudflare Workers that allows connecting AI models to custom tools without authentication requirements.
    Last updated -

  • LlamaCloud MCP Server

    run-llama
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    A MCP server connecting to a managed index on LlamaCloud. This is a TypeScript-based MCP server that implements a connection to a managed index on LlamaCloud.
    Last updated -
    6
    82
    MIT License
    • Apple

  • Database MCP Server

    georgi-terziyski
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    security
    F
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    A Model Context Protocol server that provides tools for connecting to and interacting with various database systems (SQLite, PostgreSQL, MySQL/MariaDB, SQL Server) through a unified interface.
    Last updated -
    3

  • Ocean.io MCP Server

    Meerkats-Ai
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    A Model Context Protocol server that enables finding lookalike companies based on seed companies through integration with the Ocean.io API.
    Last updated -

  • Hunter.io MCP Server

    Meerkats-Ai
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    An MCP server that integrates with Hunter.io API to find and verify email addresses using domain and name information.
    Last updated -
    5

  • LaTeX to MathML MCP Server

    HappyAny
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    A Model Context Protocol (MCP) server that converts LaTeX mathematical expressions to MathML format.
    Last updated -
    3
    MIT License