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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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6,853 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
    13
    Python
    The Unlicense

  • 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
    4
    Python
    MIT License

  • Baidu Vector Database MCP Server

    baidu
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    A server that provides access to Baidu Cloud Vector Database functionality through the Model Context Protocol, enabling LLM applications to perform vector searches and database operations via natural language.
    Last updated -
    14
    1
    Python
    Apache 2.0
    • Apple

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  • 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
    4
    TypeScript
    Apache 2.0

  • mmnt-mcp-server

    zbkm
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    MCP server for Mamont search engine
    Last updated -
    2
    TypeScript
    MIT License

  • Local Falcon MCP Server

    local-falcon
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    Connects AI systems to Local Falcon API, enabling access to local SEO reporting tools including scan reports, trend analysis, keyword tracking, and competitor data through the Model Context Protocol.
    Last updated -
    21
    134
    TypeScript
    MIT License
    • Apple
    • 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 -
    14
    2
    Python
    MIT License
    • Apple

  • mcp-server-qdrantofficial

    qdrant
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    quality
    This repository is an example of how to create a MCP server for Qdrant, a vector search engine.
    Last updated -
    2
    681
    Python
    Apache 2.0

  • MCP Kakao Local

    yunkee-lee
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    Connects to Kakao Local API and Kakao Maps, enabling access to location-based services and map functionality in Korea.
    Last updated -
    4
    Python
    MIT License

  • Everything Search MCP Server

    Alihkhawaher
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    F
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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
    3
    JavaScript

  • Grants Search MCP Server

    Tar-ive
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    security
    F
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    quality
    An MCP server that enables users to search for government grants based on keywords and view detailed information including funding, eligibility, and deadlines.
    Last updated -
    1
    JavaScript

  • Naver Search MCP Server

    isnow890
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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
    37
    20
    TypeScript
    MIT License
    • Linux
    • Apple

  • SourceSync.ai MCP Server

    scmdr
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    A Model Context Protocol server that enables AI models to interact with SourceSync.ai's knowledge management platform for managing documents, ingesting content from various sources, and performing semantic searches.
    Last updated -
    25
    14
    • Apple
    • Linux

  • o3-search MCP

    yoshiko-pg
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    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
    1,011
    162
    JavaScript
    MIT License

  • Specif-ai MCP Server

    vj-presidio
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    security
    F
    license
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    A CLI tool that runs an MCP server over stdio for Specif-ai, enabling interaction with specification documents like BRDs, PRDs, and user stories through a set of structured tools.
    Last updated -
    9
    13
    TypeScript
    • Apple
    • Linux

  • Specif-ai MCP Server

    vj-presidio
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    F
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    A CLI tool that runs a Model Context Protocol server over stdio, enabling interaction with specification documents like business requirements, product requirements, and user stories for the Specif-ai platform.
    Last updated -
    9
    13
    TypeScript

  • mcp-jina-ai

    JoeBuildsStuff
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    An MCP server that provides access to Jina AI's powerful web services (page reading, web search, fact checking) through Claude.
    Last updated -
    3
    189
    12
    JavaScript
    MIT License
    • Apple

  • MCP Server for Google Cloud Healthcare API

    Kartha-AI
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    MCP Server for Google Cloud Healthcare API enables Agentic AI for a variety of FHIR-based digital health solutions, from smarter clinical workflows for Health Systems to Pre-Auth frameworks for Payers!
    Last updated -
    15
    3
    JavaScript
    MIT License
    • Apple

  • Obsidian Local REST API MCP Server

    j-shelfwood
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    A bridge server that allows LLM tools to interact with an Obsidian vault through a local REST API, enabling file operations, note management, and metadata access through natural language.
    Last updated -
    13
    41
    JavaScript
    MIT License

  • Local Documents MCP Server

    Baronco
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    security
    F
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    A Model Context Protocol server that allows AI assistants to discover, load, and process local documents on Windows systems, with support for multiple file formats and OCR capabilities for scanned PDFs.
    Last updated -
    Python

  • 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
    106
    JavaScript

  • Meilisearch MCP Server

    devlimelabs
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    Enables AI assistants to interact with Meilisearch via the Model Context Protocol, allowing comprehensive index, document, and search management through a standardized interface.
    Last updated -
    68
    4
    TypeScript
    MIT License
    • Apple
    • Linux

  • mcp-memory-libsql

    spences10
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    A high-performance MCP server utilizing libSQL for persistent memory and vector search capabilities, enabling efficient entity management and semantic knowledge storage.
    Last updated -
    6
    153
    61
    TypeScript
    MIT License

  • tavily-search-mcp-server

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

  • Needle MCP Serverofficial

    needle-ai
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    A server that allows users to manage documents and perform Claude-powered searches using Needle through the Claude Desktop application.
    Last updated -
    7
    61
    Python
    MIT License
    • Apple

  • Workspace Code Search MCP Server

    LuotoCompany
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    A Python-based local indexing server that creates semantic search capabilities for codebases using ChromaDB, allowing Cursor IDE to perform vector searches on your code without sending data to external services.
    Last updated -
    5
    Python

  • MCP Memory LibSQL

    joleyline
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    A high-performance, persistent memory system for the Model Context Protocol (MCP) providing vector search capabilities and efficient knowledge storage using libSQL as the backing store.
    Last updated -
    6
    153
    1
    TypeScript
    MIT License
    • Linux

  • Documentation Search MCP Server

    anton-prosterity
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    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

  • 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 -
    1
    5
    Python
    Apache 2.0