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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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5,334 servers. Last updated -

Matching MCP tools:

Matching MCP servers:

  • MCP Google Custom Search Server

    limklister
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    A Model Context Protocol server that enables LLMs to perform web searches using Google's Custom Search API through a standardized interface.
    Last updated -
    1
    23
    TypeScript
    MIT License

  • MCP Local Web Search Server

    FradSer
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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

  • Web Accessibility MCP Server

    bilhasry-deriv
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    Provides web accessibility analysis and color blindness simulation using axe-core and Puppeteer, enabling detailed accessibility checks and visual simulations based on WCAG guidelines.
    Last updated -
    2
    1
    JavaScript
    MIT License
    • Apple
    • Linux

  • ReActMCP Web Search

    mshojaei77
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    An MCP server that integrates real-time web search capabilities into AI assistants using the Exa API, providing both basic and advanced search functionality with formatted markdown results.
    Last updated -
    119
    Python
    • Linux
    • Apple

  • MCP2Tavily

    mcp2everything
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    An MCP protocol server that enables web search functionality using the Tavily API, allowing AI assistants to perform internet searches in real-time.
    Last updated -
    4
    2
    Python

  • MCP PubMed Search

    wavelovey
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    Server to search PubMed (PubMed is a free, online database that allows users to search for biomedical and life sciences literature). I have created on a day MCP came out but was on vacation, I saw someone post similar server in your DB, but figured to post mine.
    Last updated -
    1
    1
    Python
    MIT License
    • Apple

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  • Spryker Package Search Tool

    vitaliiivanovspryker
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    An MCP server that enables natural language search capabilities for Spryker packages and code across GitHub repositories, allowing users to find Spryker modules and documentation using conversational queries.
    Last updated -
    3
    1
    JavaScript
    MIT License

  • WebSearch

    josemartinrodriguezmortaloni
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    Built as a Model Context Protocol (MCP) server that provides advanced web search, content extraction, web crawling, and scraping capabilities using the Firecrawl API.
    Last updated -
    4
    1
    Python
    • Apple
    • Linux

  • 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 -
    7
    TypeScript
    MIT License

  • Kagi MCP server

    ac3xx
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    Kagi search API integration
    Last updated -
    1
    22
    TypeScript
    MIT License
    • Apple

  • Deep Research MCP

    ali-kh7
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    A Model Context Protocol compliant server that facilitates comprehensive web research by utilizing Tavily's Search and Crawl APIs to gather and structure data for high-quality markdown document creation.
    Last updated -
    1
    293
    7
    JavaScript
    MIT License

  • searxng

    SecretiveShell
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    An MCP server for connecting agentic systems to search systems via searXNG.
    Last updated -
    1
    43
    Python
    MIT License

  • Kagi MCP Serverofficial

    kagisearch
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    An MCP server that integrates Kagi search capabilities with Claude AI, enabling Claude to perform real-time web searches when answering questions that require up-to-date information.
    Last updated -
    1
    93
    Python
    MIT License
    • Apple
    • Linux

  • WebEvalAgent MCP Serverofficial

    Operative-Sh
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    Unleashes LLM-powered agents to autonomously execute and debug web apps directly in your code editor, with features like webapp navigation, network traffic capture, and console error collection.
    Last updated -
    1
    938
    Python
    Apache 2.0
    • Apple
    • Linux

  • Brave Search MCP Server

    isaacgounton
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    security
    F
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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 -
    TypeScript

  • Naver Search MCP Server

    jikime
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    Provides access to Naver Search APIs, allowing AI agents to search across multiple categories (blogs, news, books, images, shopping items, etc.) with structured responses optimized for LLM consumption.
    Last updated -
    1
    Python
    • Apple
    • Linux

  • Valyu MCP Server

    valyu-network
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    A Model Context Protocol server that provides LLMs with access to Valyu's knowledge retrieval and feedback APIs for searching proprietary/web sources and submitting transaction feedback.
    Last updated -
    2
    TypeScript
    MIT License
    • Linux
    • Apple

  • 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 -
    13
    Python
    Apache 2.0

  • MCP Command and Search Server

    mjunaid46
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    Facilitates executing system commands and retrieving web data using the Brave Search API by interpreting user intents via a Large Language Model (LLM).
    Last updated -
    1
    Python

  • Parquet MCP Server

    DeepSpringAI
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    A Model Control Protocol server that provides web search capabilities and similarity search functionality for Claude Desktop, allowing users to perform web searches and extract relevant information from previous search results.
    Last updated -
    2
    Python
    • Apple
    • Linux

  • Fetcher MCP

    everford
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    A server that allows fetching web page content using Playwright headless browser with AI-powered capabilities for efficient information extraction.
    Last updated -
    2
    552
    3
    TypeScript
    MIT License

  • Fetch MCP

    jae-jae
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    An MCP server that retrieves web page content using Playwright headless browser, capable of extracting main content and converting to Markdown format.
    Last updated -
    2
    552
    699
    TypeScript
    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 -
    26
    Python
    • Apple

  • mcp-server-ollama-deep-researcher

    Cam10001110101
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    This is a Model Context Protocol (MCP) server adaptation of LangChain Ollama Deep Researcher. It provides the deep research capabilities as MCP tools that can be used within the model context protocol ecosystem, allowing AI assistants to perform in-depth research on topics (locally) via Ollama
    Last updated -
    3
    5
    Python
    MIT License
    • Apple
    • Linux

  • Google Search MCP Server

    renoscriptdev
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    A Model Context Protocol server that enables Claude to perform Google Custom Search operations by connecting to Google's search API.
    Last updated -
    Python
    • Linux

  • MCP Server Fetch Python

    tatn
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    An MCP server for fetching and transforming web content into various formats.
    Last updated -
    4
    4
    Python
    MIT License
    • Apple

  • Datadog MCP Server

    Nozomuts
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    Enables interaction with Datadog's monitoring platform to search logs, search trace spans, and perform trace span aggregation for analysis.
    Last updated -
    3
    TypeScript
    MIT License

  • MCP QQ Music Test Server

    Samge0
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    A server that provides QQ Music search functionality through the Modular Control Protocol, allowing users to search for music tracks by keyword and retrieve song information.
    Last updated -
    1
    1
    Python

  • PyTorch Documentation Search Tool

    seanmichaelmcgee
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    Provides semantic search capabilities over PyTorch documentation, enabling users to find relevant documentation, APIs, code examples, and error messages through Claude Code integration.
    Last updated -
    1
    Python

  • LSD MCP Server

    lsd-so
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    An MCP server that connects language models to the LSD database, enabling web data extraction, research capabilities, and custom 'trips' for extending functionality through the internetdata SDK.
    Last updated -
    3
    TypeScript
    • Apple
    • Linux

  • Jina AI MCP Server

    Sheshiyer
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    security
    A
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    Enables semantic search, image search, and cross-modal search functionalities through integration with Jina AI's neural search capabilities.
    Last updated -
    1
    JavaScript
    MIT License