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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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11,891 servers. Last updated -

Matching MCP tools:

Matching MCP servers:

  • mcp-server-rag-web-browserofficial

    apify
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    security
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    license
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    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.
    Last updated -
    69
    186
    Apache 2.0
    • Apple

  • mem0 MCP Server for Project Management

    KunihiroS
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    security
    F
    license
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    quality
    A bridge between MCP Host applications and mem0 cloud service, specialized for project management with capabilities to store, retrieve, and search project information within a structured format.
    Last updated -
    6

  • RAG Memory MCP

    ttommyth
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    security
    F
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    quality
    An advanced MCP server providing RAG-enabled memory through a knowledge graph with vector search capabilities, enabling intelligent information storage, semantic retrieval, and document processing.
    Last updated -
    33
    37
    • Apple
    • Linux

  • claude-debugs-for-you

    jasonjmcghee
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    security
    A
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    quality
    Enable Claude (or any other LLM) to interactively debug your code (set breakpoints and evaluate expressions in stack frame). It's language-agnostic, assuming debugger console support and valid launch.json for debugging in VSCode.
    Last updated -
    1
    467
    MIT License
    • Apple

  • Call For Papers MCP

    alperenkocyigit
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    security
    A
    license
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    quality
    Enables searching for upcoming academic conferences and events from WikiCFP by keywords, returning detailed information including dates, locations, submission deadlines, and related resources.
    Last updated -
    3
    GPL 3.0

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  • RAG Information Retriever

    ChandrahaasJ
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    security
    F
    license
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    quality
    An MCP server that implements Retrieval-Augmented Generation to efficiently retrieve and process important information from various sources, providing accurate and contextually relevant responses.
    Last updated -

  • Gemini RAG MCP Server

    masseater
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    security
    A
    license
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    quality
    Enables creation and querying of knowledge bases using Google's Gemini API File Search feature, allowing AI applications to upload documents and retrieve information through RAG (Retrieval-Augmented Generation).
    Last updated -
    2
    MIT License
    • Apple

  • RAG-MCP Server

    plaban1981
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    security
    A
    license
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    quality
    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 -
    4
    Apache 2.0

  • RAG MCP server

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

  • MCP-RAG Server

    felixscherz
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    security
    F
    license
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    quality
    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-local-rag

    nkapila6
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    security
    A
    license
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    quality
    "primitive" RAG-like web search model context protocol server that runs locally. ✨ no APIs ✨
    Last updated -
    90
    Python
    MIT License
    • Linux
    • Apple

  • RAG Anything MCP Server

    jesse-merhi
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    security
    A
    license
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    quality
    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 -
    10
    MIT License

  • MCP Docs RAG Server

    kazuph
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    security
    F
    license
    A
    quality
    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
    14
    • Apple
    • Linux

  • Yahoo Finance MCP for LLaMA 3.2 3B

    Shak2000
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    security
    F
    license
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    quality
    Integrates Yahoo Finance API with LLaMA 3.2 3B, allowing users to retrieve real-time stock prices, company information, historical data, and market news while maintaining the model's original capabilities.
    Last updated -
    2

  • Yes or No MCP

    a-polishchuk
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    security
    F
    license
    A
    quality
    A simple MCP server implementation in TypeScript that communicates over stdio, allowing users to ask questions that end with 'yes or no' to trigger the MCP tool in Cursor.
    Last updated -
    1
    1

  • MCP Server for Intercom

    raoulbia-ai
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    security
    A
    license
    A
    quality
    An MCP-compliant server that enables AI assistants like Claude Desktop to access and analyze Intercom support tickets with full conversation history.
    Last updated -
    4
    7
    Apache 2.0
    • Linux

  • Crawl4AI RAG MCP Server

    coleam00
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    security
    A
    license
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    quality
    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 -
    1,876
    MIT License
    • Linux
    • Apple

  • RAG Database MCP Server

    Human-center
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    security
    F
    license
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    quality
    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

  • Calibre RAG MCP Server

    ispyridis
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    security
    F
    license
    A
    quality
    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

  • Personal RAG MCP Server

    timerickson
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    security
    F
    license
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    quality
    Enables storing and searching personal notes, documents, and snippets using semantic search and RAG capabilities across Claude Desktop, VS Code, and Open WebUI.
    Last updated -

  • Apple RAG MCP

    devbifta
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    security
    F
    license
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    quality
    Provides AI agents with instant access to official Apple developer documentation, Swift programming guides, design guidelines, and Apple Developer YouTube content including WWDC sessions. Uses advanced RAG technology with semantic search and AI reranking to deliver accurate, contextual answers for Apple platform development.
    Last updated -
    8

  • DuckDB-RAG-MCP-Sample

    nananaman
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    security
    A
    license
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    quality
    An MCP server that enables RAG (Retrieval-Augmented Generation) on markdown documents by converting them to embedding vectors and performing vector search using DuckDB.
    Last updated -
    4
    Apache 2.0
    • Apple

  • Custom MCP Server for Cursor

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    Connects to Cursor and enables deep web searches via Linkup and RAG capabilities using LlamaIndex.

  • MCP Server for Google Search

    mcp-for-dev
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    security
    F
    license
    A
    quality
    A Model Context Protocol server that provides web search capabilities using Google Custom Search API and webpage content extraction functionality.
    Last updated -
    2
    4
    2
    • Apple

  • MCP Server for ElevenLabs

    S-Alzaid
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    security
    F
    license
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    quality
    A Model Context Protocol server for ElevenLabs conversational agents that enables them to search the web, get weather information, and perform calculations.
    Last updated -
    373

  • MCP Server for Splunk

    deslicer
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    security
    A
    license
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    quality
    Enables AI agents to interact seamlessly with Splunk environments through 20+ tools for search, analytics, data discovery, administration, and health monitoring. Features AI-powered troubleshooting workflows and supports multiple Splunk instances with production-ready security.
    Last updated -
    16
    Apache 2.0
    • Apple
    • Linux

  • MCP Server For Local

    Dreamboat-Rachel
    A
    security
    A
    license
    A
    quality
    A customizable Model Context Protocol server implementation that enables AI models to interact with external tools including weather queries, Google search, and camera control functionality.
    Last updated -
    1
    14
    Apache 2.0
    • Linux
    • Apple

  • MCP-RAG Server

    sourangshupal
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    security
    F
    license
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    quality
    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 -
    5
    • Linux
    • Apple

  • PsMCP - MCP Server for Photoshop

    Chandrahas455
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    security
    A
    license
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    quality
    A server that allows AI tools like Claude and Cursor to automate and control Photoshop through natural language commands, enabling tasks like editing PSDs, toggling layers, and generating marketing creatives.
    Last updated -
    8
    MIT License