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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:

  • Elasticsearch Semantic Search MCP Server

    jedrazb
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    quality
    A Python MCP server that enables semantic search through Search Labs blog posts indexed in Elasticsearch, allowing Claude to intelligently retrieve relevant information from the blog content.
    Last updated -
    Python

  • Hugging Face Hub Semantic Search MCP

    davanstrien
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    security
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    An unofficial MCP server that provides semantic search capabilities for Hugging Face models and datasets, enabling Claude and other MCP-compatible clients to search, discover, and explore the Hugging Face ecosystem using natural language queries.
    Last updated -
    3
    Python
    MIT License
    • Apple

  • Academic Paper Search MCP Server

    afrise
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    license
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    quality
    Enables real-time search and retrieval of academic paper information from multiple sources, providing access to paper metadata, abstracts, and full-text content when available, with structured data responses for integration with AI models that support tool/function calling.
    Last updated -
    3
    11
    Python
    AGPL 3.0

  • Memory Box MCP Server

    amotivv
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    Cline MCP integration that allows users to save, search, and format memories with semantic understanding, providing tools to store and retrieve information using vector embeddings for meaning-based search.
    Last updated -
    6
    1
    JavaScript
    MIT License
    • Apple

  • MCP Tavily Search Server

    spences10
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    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 -
    3
    64
    9
    JavaScript
    MIT License
    • Linux

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  • Everything Search MCP Server

    Alihkhawaher
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    security
    F
    license
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    quality
    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 -
    1
    3
    JavaScript

  • Docs-MCP

    herring101
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    security
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    license
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    quality
    An MCP server that allows users to efficiently search and reference user-configured documents through document listing, grep searching, semantic searching with OpenAI Embeddings, and full document retrieval.
    Last updated -
    4
    3
    Python
    MIT License
    • Apple
    • Linux

  • Moatless MCP Server

    TwT23333
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    security
    F
    license
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    quality
    A Model Context Protocol (MCP) server for advanced code analysis and editing with semantic search capabilities, enabling AI assistants to perform complex code operations through a standardized interface.
    Last updated -
    15
    Python

  • tavily-search-mcp-server

    apappascs
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    security
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    license
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    quality
    An MCP server implementation that integrates the Tavily Search API, providing optimized search capabilities for LLMs.
    Last updated -
    1
    TypeScript
    MIT License
    • Apple

  • MCP Gemini Google Search

    yukukotani
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    license
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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
    4
    TypeScript
    Apache 2.0

  • Brave Search MCP Server

    arben-adm
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    license
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    quality
    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

  • Search Intent MCP

    captainChaozi
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    security
    F
    license
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    quality
    An MCP-based service that analyzes user search keywords to determine their intent, providing classifications, reasoning, references, and search suggestions to support SEO analysis.
    Last updated -
    1
    106
    JavaScript

  • Serper Search MCP Server

    NightTrek
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    Enables integration of Google search functionality into MCP-enabled applications using the Serper API, providing rich search results, configurable parameters, and efficient response handling.
    Last updated -
    1
    12
    TypeScript
    • Apple

  • Search Stock News MCP Server

    Cognitive-Stack
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    security
    F
    license
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    quality
    Provides real-time stock news search capabilities via Tavily API, allowing MCP clients to retrieve filtered and customized stock news with various search parameters.
    Last updated -
    1
    178
    4
    TypeScript
    • Apple

  • MCP JinaAI Search Server

    spences10
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    security
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    license
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    quality
    Enables efficient web search integration with Jina.ai's Search API, offering clean, LLM-optimized content retrieval with support for various content types and configurable caching.
    Last updated -
    1
    22
    3
    JavaScript
    MIT License

  • Hermes Search MCP Server

    Cognitive-Stack
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    security
    F
    license
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    quality
    Enables AI systems to perform full-text and semantic search operations over structured/unstructured data in Azure Cognitive Search, with capabilities for document indexing and management through natural language.
    Last updated -
    3
    26
    1
    TypeScript
    • Apple

  • Search MCP Server

    fengin
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    security
    A
    license
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    quality
    The Search MCP Server enables seamless integration of network and local search capabilities in tools like Claude Desktop and Cursor, utilizing the Brave Search API for high-concurrency and asynchronous requests.
    Last updated -
    1
    52
    Python
    MIT License
    • Linux

  • Google Search MCP Server

    hunter-arton
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    security
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    license
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    quality
    A Model Context Protocol server that provides web and image search capabilities through Google's Custom Search API, allowing AI assistants like Claude to access current information from the internet.
    Last updated -
    2
    1
    TypeScript

  • MCP Google Custom Search Server

    limklister
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    security
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    license
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    quality
    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

  • Naver Search MCP Server

    isnow890
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    license
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    quality
    An MCP server that enables searching various content types (news, blogs, shopping, images, etc.) through Naver's search API.
    Last updated -
    19
    37
    20
    TypeScript
    MIT License
    • Linux
    • Apple

  • MCP PubMed Search

    wavelovey
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    security
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    quality
    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

  • Spryker Package Search Tool

    vitaliiivanovspryker
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    security
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    license
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    quality
    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

  • Bing Search MCP Server

    leehanchung
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    security
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    license
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    quality
    A Model Context Protocol server that integrates with Microsoft Bing Search API, allowing AI assistants to perform web, news, and image searches.
    Last updated -
    3
    19
    Python
    MIT License
    • Apple

  • o3-search MCP

    yoshiko-pg
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    security
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    license
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    quality
    An MCP server that enables web search capabilities using OpenAI's o3 model, allowing AI assistants to perform text-based web searches and return AI-powered results.
    Last updated -
    1
    667
    153
    JavaScript
    MIT License

  • Claude Web Search MCP Server

    Doriandarko
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    license
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    quality
    Provides web search capabilities to Claude AI using the Anthropic API, allowing LLMs to access up-to-date information from the web with customizable domain filtering.
    Last updated -
    1
    26
    JavaScript

  • MCP Chrome Google Search

    cmann50
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    quality
    Enables Google search and webpage content extraction via Chrome for macOS, allowing access to both unauthenticated and authenticated content, and integrates with Claude for secure and automated browsing tasks.
    Last updated -
    2
    45
    7
    MIT License
    • Apple

  • Documentation Search MCP Server

    anton-prosterity
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    security
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    license
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    quality
    A Model Context Protocol server that enables intelligent searching across documentation for 30+ programming libraries and frameworks, fetching relevant information from official sources.
    Last updated -
    18
    4
    Python
    MIT License
    • Apple

  • Google Search MCP Server

    mixelpixx
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    security
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    license
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    quality
    An MCP (Model Context Protocol) server that provides Google search capabilities and webpage content analysis tools. This server enables AI models to perform Google searches and analyze webpage content programmatically.
    Last updated -
    3
    167
    52
    TypeScript