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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:

  • Google Custom Search Engine MCP Server

    Richard-Weiss
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    Enables search capabilities using a Google Custom Search Engine, allowing users to input a search term and retrieve search result titles, links, and snippets, while facilitating integration with other tools for content extraction and advanced search strategies.
    Last updated -
    1
    28
    The Unlicense

  • mcp-tavily-search

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

  • 4o-mini-search-mcp

    rebers
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    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 -
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    2
    • Apple
    • Linux

  • search-fusion-mcp

    sailaoda
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    🔍 High-Availability Multi-Engine Search Aggregation MCP Server - Intelligent Failover, Unified API, LLM-Optimized Content Processing.
    Last updated -
    1
    MIT License
    • Apple

  • Everything Search MCP Server

    Alihkhawaher
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    Provides integration with Everything Search Engine allowing powerful file search capabilities through the Model Context Protocol with advanced search options like regex, case sensitivity, and sorting.
    Last updated -
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    7

  • Engine-MCP

    galacean
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    A code understanding and generation system designed for Galacean Engine that helps LLMs comprehend the engine architecture and generate high-quality engine code based on user intent.
    Last updated -

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  • Seroost Search MCP Server

    Parado-xy
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    Enables AI agents to perform semantic code search across entire codebases using natural language queries. Provides fast indexing and ranked search results with line numbers and file paths through the Seroost search engine.
    Last updated -

  • Google Search Tool

    iwanghc
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    Enables AI assistants to perform real-time Google searches with anti-bot protection. Bypasses search engine restrictions using advanced browser automation to extract search results locally without requiring paid API services.
    Last updated -
    3
    MIT License
    • Apple

  • Discovery Engine MCP Server

    ag2-mcp-servers
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    An MCP server that enables natural language interaction with Google's Discovery Engine API, allowing users to search, recommend, and manage data through conversational interfaces.
    Last updated -

  • Pearchofficial

    Pearch-ai
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    Best people search engine that reduces the time spent on talent discovery
    Last updated -
    6
    MIT License
    • Apple
    • Linux

  • MCP Search Server

    haran2001
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    An intelligent server that helps discover and research MCP servers using the Exa AI search engine, enabling users to find appropriate Model Context Protocol servers for specific requirements.
    Last updated -
    3
    • Apple
    • Linux

  • mcp-server-qdrantofficial

    qdrant
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    This repository is an example of how to create a MCP server for Qdrant, a vector search engine.
    Last updated -
    2
    932
    Apache 2.0

  • Bocha Search MCP

    BochaAI
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    An AI-focused search engine that enables AI applications to access high-quality knowledge from billions of webpages and ecosystem content sources across various domains including weather, news, encyclopedia, medical information, train tickets, and images.
    Last updated -
    24

  • Brave Search MCP Server

    isaacgounton
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    A Model Context Protocol server that integrates with Brave Search API to provide real-time search capabilities through Server-Sent Events (SSE).
    Last updated -
    282

  • Earth Engine MCP Server

    Dhenenjay
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    Enables satellite imagery analysis through Google Earth Engine, allowing users to search datasets, calculate vegetation indices like NDVI, filter collections by location and date, and export imagery to cloud storage. Supports major satellite datasets including Sentinel-2, Landsat, and MODIS for applications like agriculture monitoring and deforestation tracking.
    Last updated -
    MIT License
    • Apple

  • Higress AI-Search MCP Server

    cr7258
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    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

  • MCP Server for Vertex AI Search

    ubie-oss
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    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

  • Brave Search MCP Server

    Shoofio
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    An MCP server that integrates the Brave Search API to provide both web and local search capabilities, with features like pagination, filtering, and smart fallbacks.
    Last updated -
    13
    MIT License

  • Modular Search MCP

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

  • Browser-Use MCP Server

    Saik0s
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    Facilitates browser automation with custom capabilities and agent-based interactions, integrated through the browser-use library.
    Last updated -
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    813
    MIT License
    • Apple

  • G-Search MCP

    jae-jae
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    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

  • Azure AI Search MCP Server

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

  • MCP Figma to React Converter

    StudentOfJS
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    Converts Figma designs into React components with TypeScript and Tailwind CSS by extracting components from Figma files and transforming them into ready-to-use code.
    Last updated -
    51
    MIT License

  • Google PSE MCP Server

    rendyfebry
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    A Model Context Protocol server that enables LLM clients like VSCode, Copilot, and Claude Desktop to search the web using Google Programmable Search Engine API.
    Last updated -
    1
    27
    6
    Apache 2.0
    • Apple

  • MCP Web Search Tool

    gabrimatic
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    A Model Context Protocol server that provides real-time web search capabilities to AI assistants through pluggable search providers, currently integrated with the Brave Search API.
    Last updated -
    13
    MIT License

  • MkDocs MCP Search Server

    serverless-dna
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    Enables Claude and other LLMs to search through any published MkDocs documentation site using the Lunr.js search engine, allowing the AI to find and summarize relevant documentation for users.
    Last updated -
    5
    10
    MIT License
    • Apple
    • Linux

  • mcp-browser-use

    vinayak-mehta
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    An MCP server that connects any MCP client (like Claude or Cursor) with the browser using browser-use, allowing clients to utilize existing LLMs without requiring additional API keys.
    Last updated -
    74
    Apache 2.0

  • Google Search MCP Server

    moritalous
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    A Model Context Protocol server that enables AI assistants to perform web searches using Google Search API, returning up to 20 search results in JSON format.
    Last updated -
    2
    Apache 2.0