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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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4,699 servers. Last updated -

Matching MCP tools:

Matching MCP servers:

  • 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

  • Astra DB MCP Serverofficial

    datastax
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    A Model Context Protocol server that allows Large Language Models to interact with Astra DB databases, providing tools for managing collections and records through natural language commands.
    Last updated -
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    115
    12
    TypeScript
    Apache 2.0
    • Apple

  • Azure MCP Server

    mashriram
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    This server implements the Model Context Protocol for seamless interaction with Azure Blob Storage and Cosmos DB, enabling automatic logging and audit tracking of operations.
    Last updated -
    16
    4
    Python
    MIT License
    • Apple

  • Files-DB-MCP

    randomm
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    A local vector database system that provides LLM coding agents with fast, efficient semantic search capabilities for software projects via the Message Control Protocol.
    Last updated -
    Python
    MIT License

  • MCP Vector Sync

    qtoexdj
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    A multi-tenant service that automatically monitors Supabase database changes, generates OpenAI embeddings, and maintains synchronized vector search capabilities for each tenant's projects.
    Last updated -
    TypeScript

  • EverArt Forge MCP Server

    nickbaumann98
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    An advanced MCP server for Cline that leverages EverArt's AI models to generate vector and raster images, supporting flexible storage, multiple formats, and robust image generation capabilities.
    Last updated -
    3
    1
    JavaScript

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  • MCP JSON Document Collection Server

    jimpick
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    A Model Context Protocol server that allows creation and management of multiple Fireproof JSON databases with CRUD operations, querying capabilities, and cloud synchronization for sharing databases with others.
    Last updated -
    9
    2
    JavaScript
    • Apple

  • Azure Cosmos DB MCP Server

    patrice-truong
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    Node.js server that connects to Azure Cosmos DB NoSQL database, allowing users to query products and orders through an AI Assistant in a NextJS frontend application.
    Last updated -
    1
    TypeScript
    MIT License

  • Azure Cosmos DB MCP Server

    robinong79
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    A server that enables LLMs like Claude to interact with Azure Cosmos DB databases through natural language queries, acting as a translator between AI assistants and database systems.
    Last updated -
    JavaScript
    MIT License

  • Simple Files Vector Store Server

    lishenxydlgzs
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    A very simple vector store that provides capability to watch a list of directories, and automatically index all the markdown, html and text files in the directory to a vector store to enhance context.
    Last updated -
    123
    16
    TypeScript
    MIT License

  • 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
    73
    51
    TypeScript
    MIT License

  • 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
    73
    1
    TypeScript
    MIT License
    • Linux

  • kb-mcp-server

    Geeksfino
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    An MCP server aimed to be portable, local, easy and convenient to support semantic/graph based retrieval of txtai "all in one" embeddings database. Any txtai embeddings db in tar.gz form can be loaded
    Last updated -
    24
    Python
    MIT License
    • Linux
    • Apple

  • 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

  • Multi Database MCP Server

    FreePeak
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    The Multi DB MCP Server is a high-performance implementation of the Database Model Context Protocol designed to revolutionize how AI agents interact with databases. Currently supporting MySQL and PostgreSQL databases.
    Last updated -
    164
    Go
    MIT License
    • Linux
    • Apple

  • Doris MCP Serverofficial

    apache
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    Backend service implementing the Model Control Panel protocol that connects to Apache Doris databases, allowing users to execute SQL queries, manage metadata, and potentially leverage LLMs for tasks like natural language to SQL conversion.
    Last updated -
    8
    2
    Python
    Apache 2.0
    • Linux
    • Apple

  • db-mcp-tool

    wirdes
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    A powerful Model Context Protocol (MCP) tool for exploring and managing different types of databases including PostgreSQL, MySQL, and Firestore.
    Last updated -
    9
    3
    TypeScript
    MIT License

  • DB Timetable MCP Server

    jorekai
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    Provides access to Deutsche Bahn train timetables, station information, and schedule changes through Model Context Protocol tools and resources.
    Last updated -
    TypeScript
    MIT License

  • Cursor DB MCP Server

    jbdamask
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    A Model Context Protocol server that enables AI assistants to explore and interact with Cursor IDE's SQLite databases, providing access to project data, chat history, and composer information.
    Last updated -
    10
    Python
    • Apple

  • mcp-turso-cloud

    spences10
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    🗂️ A Model Context Protocol (MCP) server that provides integration with Turso databases for LLMs. This server implements a two-level authentication system to handle both organization-level and database-level operations, making it easy to manage and query Turso databases directly from LLMs.
    Last updated -
    8
    52
    5
    TypeScript
    MIT License
    • Linux

  • mcp-mysql-server

    f4ww4z
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    This server enables AI models to interact with MySQL databases through a standardized interface.
    Last updated -
    5
    646
    61
    JavaScript
    MIT License
    • Linux
    • Apple

  • MCP Server Example

    alejandro-ao
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    An educational implementation of a Model Context Protocol server that demonstrates how to build a functional MCP server for integrating with various LLM clients like Claude Desktop.
    Last updated -
    1
    88
    Python
    MIT License
    • Apple
    • Linux

  • 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-pinecone

    sirmews
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    Pinecone integration with vector search capabilities
    Last updated -
    51
    Python
    MIT License
    • Apple

  • MCP PostgreSQL Server

    antonorlov
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    Enables AI models to interact with PostgreSQL databases through a standardized interface, supporting operations like queries, table manipulation, and schema inspection.
    Last updated -
    5
    127
    2
    JavaScript
    MIT License

  • MCP PostgreSQL Server

    Maxim2324
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    A server that connects to PostgreSQL databases and provides tools for safely exploring schemas, running read-only SQL queries, and performing data analysis with pre-built templates.
    Last updated -
    5
    1,261
    1
    JavaScript
    MIT License

  • Keboola Explorer MCP Server

    keboola
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    This server facilitates interaction with Keboola's Storage API, enabling users to browse and manage project buckets, tables, and components efficiently through Claude Desktop.
    Last updated -
    7
    14
    Python
    MIT License
    • Apple

  • MCP OI-Wiki

    ShwStone
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    Enhances large language models with competitive programming knowledge by leveraging OI-Wiki content through vector search, allowing models to retrieve relevant algorithms and techniques.
    Last updated -
    1
    2
    Python

  • MCP-MySQL Server

    enemyrr
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    Enables AI models to perform MySQL database operations through a standardized interface, supporting secure connections, query execution, and comprehensive schema management.
    Last updated -
    7
    152
    22
    JavaScript

  • tl;dv MCP for Zoom, Google Meet and MS Teamsofficial

    tldv-public
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    lets you interact with your meeting data (to list, ask, summarize, extract - virtually anything about your meeting) through Claude’s desktop client across Zoom, Google Meet and MS Teams via tl;dv.
    Last updated -
    TypeScript

  • Yahoo Finance MCP for LLaMA 3.2 3B

    Shak2000
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    Integrates Yahoo Finance API with LLaMA 3.2 3B, allowing users to retrieve real-time stock prices, company information, historical data, and market news while maintaining the model's original capabilities.
    Last updated -
    Python

  • MCP Server for Milvus

    zilliztech
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    An integration server implementing the Model Context Protocol that enables LLM applications to interact with Milvus vector database functionality, allowing vector search, collection management, and data operations through natural language.
    Last updated -
    105
    Python
    Apache 2.0
    • Apple