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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:

  • Gemini 2.5 Flash Image MCP

    nanameru
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    security
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    quality
    Enables conversational image generation and editing with Google's Gemini 2.5 Flash Image Preview. Supports text-to-image generation, natural language image editing, multi-image composition, and style transfer with optional file saving.
    Last updated -
    4
    3
    1

  • Yahoo Finance MCP for LLaMA 3.2 3B

    Shak2000
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    security
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    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 -
    3

  • MCP Server for Google Search

    mcp-for-dev
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    security
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    license
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    quality
    A Model Context Protocol server that provides web search capabilities using Google Custom Search API and webpage content extraction functionality.
    Last updated -
    2
    7
    1
    • Apple

  • MCP Server for Vertex AI Search

    ubie-oss
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    security
    A
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    quality
    A server that enables document searching using Vertex AI with Gemini grounding, improving search results by grounding responses in private data stored in Vertex AI Datastore.
    Last updated -
    26
    Apache 2.0

  • A Share MCP

    24mlight
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    security
    A
    license
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    quality
    A Model Context Protocol server providing tools for querying A-share stock market data, including historical prices, financial reports, market indices, and macroeconomic indicators.
    Last updated -
    27
    424
    MIT License

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  • WiseVision/mcp_server_ros_2

    wise-vision
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    security
    A
    license
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    quality
    Public implementation of MCP for ROS 2 enabling to interact with system visible various robots, capable of: List available topics List available services Call service Subscribe topic to get messages Publish message on topic and more
    Last updated -
    36
    Mozilla Public License 2.0

  • G-Search MCP

    jae-jae
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    security
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    license
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    quality
    A powerful MCP server that enables parallel Google searching with multiple keywords simultaneously, providing structured results while handling CAPTCHAs and simulating user browsing patterns.
    Last updated -
    1
    217
    204
    MIT License
    • Apple

  • A-Share MCP Server

    24mlight
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    security
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    license
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    quality
    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

  • AWS Diagram MCP Server

    lukeburciu
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    Enables users to generate professional AWS architecture diagrams, sequence diagrams, flow charts, and class diagrams using Python code through the diagrams package. Supports customizable styling and secure diagram generation for cloud infrastructure visualization.
    Last updated -
    3
    Apache 2.0

  • X Tools for Claude MCP

    0xGval
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    security
    F
    license
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    quality
    A lightweight toolkit that enables Claude to search Twitter with natural language queries and display results based on user intent, supporting features like tweet filtering, pagination, and flexible output formatting.
    Last updated -
    1
    10

  • AI Diagram & Prototype Generator

    SimonUTD
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    security
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    license
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    quality
    Enables generation of professional diagrams and interactive prototypes from natural language descriptions using multiple AI models. Supports creating draw.io diagrams, HTML prototypes, and styled mobile app interfaces with Apple HIG and WeChat Mini Program design standards.
    Last updated -
    3
    42
    MIT License
    • Linux
    • Apple

  • Modular Search MCP

    gautam-u
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    security
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    quality
    A VS Code extension that integrates DuckDuckGo web search capabilities with GitHub Copilot Chat through a Model Context Protocol server.
    Last updated -
    MIT License

  • Langflow Document Q&A Server

    GongRzhe
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    security
    A
    license
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    quality
    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

  • openverse-images-adapter-2

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    An MCP server that exposes search and fetch tools for retrieving openly licensed images from Openverse. Returns high-resolution images and metadata suitable for ChatGPT connectors.

  • mcp-tavily-search

    y7ut
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    security
    A
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    quality
    Use Tavily Search to search for news pages or images.
    Last updated -
    MIT License

  • Elasticsearch 7.x MCP Server

    imlewc
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    security
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    quality
    Provides an MCP protocol interface for interacting with Elasticsearch 7.x databases, supporting comprehensive search functionality including aggregations, highlighting, and sorting.
    Last updated -
    3
    4
    Apache 2.0

  • Higress AI-Search MCP Server

    cr7258
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    security
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    license
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    quality
    A Model Context Protocol server that enables AI models to perform real-time internet and knowledge searches through Higress, enhancing model responses with up-to-date information from Google, Bing, Arxiv, and internal knowledge bases.
    Last updated -
    5
    Apache 2.0

  • 4o-mini-search-mcp

    rebers
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    security
    F
    license
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    quality
    An MCP server that enables AI models to search the web using OpenAI's 4o-mini Search model, allowing access to up-to-date information for just a few cents per search.
    Last updated -
    0
    2
    • Apple
    • Linux

  • Open Search MCP

    flyanima
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    security
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    license
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    quality
    A comprehensive Model Context Protocol server providing 33 specialized research and search tools for Claude Desktop, enabling powerful search capabilities across academic, technical, and general domains.
    Last updated -
    40
    2
    MIT License
    • Apple
    • Linux

  • tavily-search-mcp-server

    apappascs
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    security
    A
    license
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    quality
    An MCP server implementation that integrates the Tavily Search API, providing optimized search capabilities for LLMs.
    Last updated -
    2
    MIT License
    • Apple

  • X (Twitter) MCP Server - Enhanced Edition

    mbelinky
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    security
    A
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    An enhanced Model Context Protocol server that enables Claude to interact with Twitter/X, supporting tweet posting, searching, and deletion with both OAuth 1.0a and OAuth 2.0 authentication methods.
    Last updated -
    37
    7
    MIT License
    • Apple

  • mcp_search_images

    yanjunz
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    security
    A
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    quality
    A search service based on multiple image APIs and icon generation capabilities, specifically designed for integration with Cursor MCP service. Supports image search, download, and AI-generated icons.
    Last updated -
    10
    MIT License
    • Apple

  • MCP DuckDuckGo Search Server

    spences10
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    Enables integration with DuckDuckGo search capabilities for LLMs, supporting comprehensive web search, regional filtering, result types, and safe browsing with caching and customizable search parameters.
    Last updated -
    21
    3
    MIT License

  • Magento 2 MCP Server

    boldcommerce
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    security
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    license
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    quality
    A Model Context Protocol server that connects to a Magento 2 REST API, allowing Claude and other MCP clients to query product information, customer data, and order statistics from a Magento store.
    Last updated -
    14
    35
    GPL 3.0

  • MCP Tavily Search Server

    spences10
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    security
    A
    license
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    quality
    Integrates Tavily's search API with LLMs to provide advanced web search capabilities, including intelligent result summaries, domain filtering for quality control, and configurable search parameters.
    Last updated -
    75
    8
    MIT License
    • Linux

  • MCP Gemini Google Search

    yukukotani
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    quality
    Provides Google Search functionality for AI models using Gemini's built-in Grounding with Google Search feature, returning real-time web search results with source citations.
    Last updated -
    1
    254
    66
    Apache 2.0

  • Azure AI Search MCP Server

    farzad528
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    security
    F
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    quality
    Integrates Claude Desktop with Azure AI Search, allowing users to query search indexes using keyword, vector, or hybrid search methods.
    Last updated -
    52
    • Apple

  • Google Search MCP Server

    meaigood001
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    security
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    quality
    Enables Google search functionality through the Google Custom Search API with enterprise-grade security authentication. Supports streamable HTTP transport protocol for real-time search operations with configurable result limits.
    Last updated -
    MIT License