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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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6,854 servers. Last updated -

Matching MCP tools:

Matching MCP servers:

  • mcp-local-rag

    nkapila6
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    "primitive" RAG-like web search model context protocol server that runs locally. ✨ no APIs ✨
    Last updated -
    43
    Python
    MIT License
    • Linux
    • Apple

  • Local Falcon MCP Server

    local-falcon
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    Connects AI systems to Local Falcon API, enabling access to local SEO reporting tools including scan reports, trend analysis, keyword tracking, and competitor data through the Model Context Protocol.
    Last updated -
    21
    134
    TypeScript
    MIT License
    • Apple
    • Linux

  • 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 -
    1
    330
    77
    JavaScript
    Apache 2.0
    • Apple

  • ZIP-MCP

    7gugu
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    An MCP tool that provides AI with the ability to compress and decompress local files.
    Last updated -
    4
    95
    8
    TypeScript
    MIT License

  • mcp-installer

    anaisbetts
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    This server is a server that installs other MCP servers for you. Install it, and you can ask Claude to install MCP servers hosted in npm or PyPi for you. Requires npx and uv to be installed for node and Python servers respectively.
    Last updated -
    2
    4,321
    624
    JavaScript
    MIT License
    • Apple

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  • 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 -
    Python
    Apache 2.0
    • Apple

  • RAG-MCP Server

    plaban1981
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    security
    A
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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 -
    Python
    Apache 2.0

  • 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 -
    289
    1
    TypeScript
    • Apple
    • Linux

  • MCP Docs RAG Server

    kazuph
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    security
    F
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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 -
    1
    JavaScript
    • Apple
    • Linux

  • MCP-RAG Server

    sourangshupal
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    security
    F
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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 -
    1
    Python
    • Linux
    • Apple

  • 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 -
    Python

  • 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
    Python

  • 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 -
    917
    Python
    MIT License
    • Linux
    • Apple

  • Local Services MCP Server

    ag2-mcp-servers
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    security
    F
    license
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    quality
    A Multi-Agent Conversation Protocol Server that provides access to Google's Local Services API, enabling interaction with local service businesses information through natural language commands.
    Last updated -
    Python

  • MCP Local File Reader

    sworddut
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    A Model Context Protocol (MCP) server that allows AI models to safely access and interact with local file systems, enabling reading file contents, listing directories, and retrieving file metadata.
    Last updated -
    47
    1
    JavaScript
    MIT License
    • Linux

  • MCP Kakao Local

    yunkee-lee
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    license
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    quality
    Connects to Kakao Local API and Kakao Maps, enabling access to location-based services and map functionality in Korea.
    Last updated -
    4
    Python
    MIT License

  • mcp-local-dev

    txbm
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    security
    F
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    quality
    Create sandboxed local development environments directly from Github and execute tests, see coverage and more! Supports Python, Node, Bun and many test runners.
    Last updated -
    21
    Python

  • MCP Naver Maps

    yunkee-lee
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    A server that connects to Naver Maps and Search APIs, enabling geocoding and local search functionality for Korean locations.
    Last updated -
    2
    Python
    MIT License

  • MCP Local Web Search Server

    FradSer
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    security
    A
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    Enables performing local web searches and extracting structured content from web pages using the Model Context Protocol, featuring customizable result limits and domain filtering.
    Last updated -
    5
    JavaScript
    MIT License

  • MCP Windows Website Downloader Server

    angrysky56
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    A
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    This server enables users to download entire websites and their assets for offline access, supporting configurable depth and concurrency settings.
    Last updated -
    1
    4
    Python
    MIT License

  • Obsidian Local REST API MCP Server

    j-shelfwood
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    A bridge server that allows LLM tools to interact with an Obsidian vault through a local REST API, enabling file operations, note management, and metadata access through natural language.
    Last updated -
    13
    41
    JavaScript
    MIT License

  • Local Documents MCP Server

    Baronco
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    security
    F
    license
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    quality
    A Model Context Protocol server that allows AI assistants to discover, load, and process local documents on Windows systems, with support for multiple file formats and OCR capabilities for scanned PDFs.
    Last updated -
    Python

  • RAG Context MCP Server

    notbnull
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    security
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    A lightweight server that provides persistent memory and context management for AI assistants using local vector storage and database, enabling efficient storage and retrieval of contextual information through semantic search and indexed retrieval.
    Last updated -
    1
    TypeScript
    MIT License

  • Zotero MCP Connector

    gyger
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    security
    F
    license
    A
    quality
    Integrates local Zotero libraries with Claude's Desktop interface, allowing users to access and manage their library collections via a local API.
    Last updated -
    6
    12
    Python

  • MCP-timeserver

    SecretiveShell
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    Access the time in any timezone and get the current local time
    Last updated -
    1
    9
    Python
    MIT License

  • image-tools-mcp

    kshern
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    A
    license
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    Image Tools MCP is a Model Context Protocol (MCP) service that retrieves image dimensions and compresses images from URLs and local files using the TinyPNG API. It supports converting images to formats like webp, jpeg/jpg, and png, providing detailed information on width, height, type, and compressi
    Last updated -
    4
    131
    3
    JavaScript
    MIT License
    • Apple

  • MCP Screenshot Server

    sethbang
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    security
    F
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    quality
    Enables capturing screenshots of web pages and local HTML files through a simple MCP tool interface using Puppeteer with configurable options for dimensions and output paths.
    Last updated -
    1
    0
    4
    JavaScript

  • MCP AI Service Platform

    dkb12138ggg
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    security
    A
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    A powerful AI service platform that provides complete MCP tool calling capabilities and RAG knowledge base functionality, enabling users to connect to multiple MCP servers and perform intelligent document search.
    Last updated -
    1
    Python
    Apache 2.0

  • Brave Search MCP Server

    arben-adm
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    Facilitates integration of Brave Search functionalities with AI assistants through the Model Context Protocol, enabling web and local searches using the Brave Search API.
    Last updated -
    2
    4
    Python
    MIT License

  • PDF Extraction MCP Server

    xraywu
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    security
    F
    license
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    quality
    An MCP server that provides a tool to extract text content from local PDF files, supporting both standard PDF reading and OCR capabilities with optional page selection.
    Last updated -
    1
    6
    Python
    • Apple