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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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7,966 servers. Last updated -

Matching MCP tools:

Matching MCP servers:

  • Chroma MCP Server

    privetin
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    A Model Context Protocol server providing vector database capabilities through Chroma, enabling semantic document search, metadata filtering, and document management with persistent storage.
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    35
    Python
    MIT License
    • Apple
    • Linux

  • Knowledge Retrieval Server

    cskwork
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    A BM25-based MCP server that enables document search and retrieval across structured domains of knowledge content, allowing Claude to search and reference documentation when answering questions.
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    1
    TypeScript
    • Apple
    • Linux

  • AVS Document Search System

    patw
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    A vector search system that enables semantic retrieval of document chunks using MongoDB Atlas Vector Search and Voyage AI embeddings, allowing users to search documents by meaning rather than just keywords.
    Last updated -
    2
    Python
    MIT License

  • Open Search MCP

    flyanima
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    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
    1
    TypeScript
    MIT License
    • Apple
    • Linux

  • Simple Document Processing MCP Server

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    Provides comprehensive document processing, including reading, converting, and manipulating various document formats with advanced text and HTML processing capabilities.
    Last updated -
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    46
    11
    TypeScript
    MIT License

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  • DocNav-MCP

    shenyimings
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    DocNav is a Model Context Protocol (MCP) server which empowers LLM Agents to read, analyze, and manage lengthy documents intelligently, mimicking human-like comprehension and navigation capabilities. Available Tools - load_document: Load a document for navigation and analysis - Args: `fi
    Last updated -
    8
    2
    Python
    Apache 2.0

  • FastMCP Document Analyzer

    Tathagat017
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    A comprehensive document analysis server that performs sentiment analysis, keyword extraction, readability scoring, and text statistics while providing document management capabilities including storage, search, and organization.
    Last updated -
    Python
    • Apple
    • Linux

  • MCP Tavily Search Server

    spences10
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    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
    668
    9
    JavaScript
    MIT License
    • Linux

  • Typesense MCP Server

    avarant
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    A server that enables vector and keyword search capabilities in Typesense databases through the Model Context Protocol, providing tools for collection management, document operations, and search functionality.
    Last updated -
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    5
    Python
    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 -
    1
    7
    JavaScript

  • MCP Documentation Service

    alekspetrov
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    A Model Context Protocol implementation that enables AI assistants to interact with markdown documentation files, providing capabilities for document management, metadata handling, search, and documentation health analysis.
    Last updated -
    14
    718
    40
    TypeScript
    MIT License
    • Apple
    • Linux

  • tavily-search-mcp-server

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    An MCP server implementation that integrates the Tavily Search API, providing optimized search capabilities for LLMs.
    Last updated -
    1
    2
    TypeScript
    MIT License
    • Apple

  • MCP Gemini Google Search

    yukukotani
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    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
    831
    60
    TypeScript
    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
    12
    Python
    MIT License

  • Paperless-NGX MCP Server

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    Enables interaction with Paperless-NGX API servers, supporting document management, tagging, and metadata operations through a natural language interface.
    Last updated -
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    67
    TypeScript
    • Apple

  • Search Intent MCP

    captainChaozi
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    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
    681
    1
    JavaScript

  • MCP Outline Server

    Vortiago
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    A Model Context Protocol server that enables AI assistants like Claude to interact with Outline document services, supporting document searching, reading, creation, editing, and comment management.
    Last updated -
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    29
    Python
    MIT License

  • 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
    37
    TypeScript
    • Apple

  • Search Stock News MCP Server

    Cognitive-Stack
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    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
    665
    6
    TypeScript
    • Apple

  • Agent Knowledge MCP

    itshare4u
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    A comprehensive Model Context Protocol server that integrates Elasticsearch search with file operations, document validation, and version control to transform AI assistants into powerful knowledge management systems.
    Last updated -
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    27
    Python
    MIT License
    • Apple
    • Linux

  • Hermes Search MCP Server

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    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
    666
    3
    TypeScript
    • Apple

  • MCP JinaAI Search Server

    spences10
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    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
    664
    4
    JavaScript
    MIT License

  • 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 -
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    3
    Python
    • Apple
    • Linux

  • Google Search MCP Server

    hunter-arton
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    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

  • Search MCP Server

    fengin
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    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
    71
    Python
    MIT License
    • Linux

  • Naver Search MCP Server

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    An MCP server that enables searching various content types (news, blogs, shopping, images, etc.) through Naver's search API.
    Last updated -
    19
    104
    31
    JavaScript
    MIT License
    • Linux
    • Apple

  • 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
    31
    TypeScript
    MIT License

  • Google Search MCP Server

    Fabien-desablens
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    An MCP server that provides Google Search functionality with automatic API key rotation and intelligent quota management, enabling natural language search queries with advanced filtering options.
    Last updated -
    1
    998
    1
    TypeScript
    • Linux
    • Apple

  • 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
    30
    Python
    MIT License
    • Apple