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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:

  • go-mcp-postgres

    guoling2008
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    what is go-mcp-postgres? go-mcp-postgres is a Model Context Protocol (MCP) server designed for interacting with Postgres databases, allowing for easy CRUD operations and automation without the need for a Node.js or Python environment.
    Last updated -
    4
    Go
    MIT License
    • Linux
    • Apple

  • Systems MCP

    lethain
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    An MCP server that allows users to run and visualize systems models using the lethain:systems library, including capabilities to run model specifications and load systems documentation into the context window.
    Last updated -
    2
    1
    Python
    MIT License
    • Apple

  • MCP Python Interpreter

    PortPro-Technologies-Inc
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    A Model Context Protocol server that allows LLMs to interact with Python environments, enabling code execution, file operations, package management, and development workflows.
    Last updated -
    9
    Python

  • Database Updater MCP Server

    AnuragRai017
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    A Claude integration that enables updating various database types (PostgreSQL, MySQL, MongoDB, SQLite) from CSV and Excel files through natural language commands.
    Last updated -
    2
    JavaScript
    Apache 2.0
    • Apple

  • MCP Python Interpreter

    yzfly
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    A Model Context Protocol server that allows LLMs to interact with Python environments, execute code, and manage files within a specified working directory.
    Last updated -
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    42
    Python
    • Linux
    • Apple

  • 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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  • Database Tools for Claude AI

    elber-code
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    MCP server that allows Claude AI to interact directly with MySQL databases, enabling query execution and table information retrieval through natural language.
    Last updated -
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    6
    3
    JavaScript

  • Python REPL MCP Server

    hdresearch
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    A server that provides a persistent Python REPL environment through the MCP protocol, allowing execution of Python code, variable management, and package installation.
    Last updated -
    3
    3
    Python
    MIT License

  • Notion MCP Server

    emmanuelsystems
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    A Model Context Protocol server that connects AI assistants like Claude to Notion workspaces, enabling them to view, search, create, and update Notion databases, pages, and content blocks.
    Last updated -
    12
    194
    JavaScript
    • 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
    633
    8
    TypeScript
    MIT License
    • Linux

  • MySql MCP Server

    sussa3007
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    Connect and interact with MySQL databases seamlessly. Execute SQL queries, manage database connections, and retrieve data directly through AI assistants. Enhance your AI capabilities with structured access to your MySQL data.
    Last updated -
    9
    14
    3
    TypeScript
    MIT License

  • Safe Local Python Executor/Interpreter

    maxim-saplin
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    Stdio MCP Server wrapping custom Python runtime (LocalPythonExecutor) from Hugging Faces' smolagents framework. The runtime combines the ease of setup (compared to docker, VM, cloud runtimes) while providing safeguards and limiting operations/imports that are allowed inside the runtime.
    Last updated -
    1
    28
    Python
    MIT License
    • Apple

  • StarRocks MCP Serverofficial

    StarRocks
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    Acts as a bridge between AI assistants and StarRocks databases, allowing for direct SQL execution and database exploration without requiring complex setup or configuration.
    Last updated -
    5
    89
    Python
    Apache 2.0

  • Postgres MCP

    crystaldba
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    Postgres Pro is an open source Model Context Protocol (MCP) server built to support you and your AI agents throughout the entire development process—from initial coding, through testing and deployment, and to production tuning and maintenance.
    Last updated -
    9
    228
    Python
    MIT License
    • Apple
    • Linux

  • Notion MCP Server

    Sjotie
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    A Model Context Protocol server that connects Claude and other AI assistants to your Notion workspace, allowing AIs to interact with databases, pages, and blocks.
    Last updated -
    12
    0
    10
    JavaScript
    • 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

  • Daytona MCP Python Interpreter

    nibzard
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    A Model Context Protocol server that allows execution of Python code within Daytona workspaces, providing a secure and isolated environment for executing and managing Python scripts.
    Last updated -
    1
    14
    Python
    Apache 2.0
    • Apple

  • Teradata MCP Serverofficial

    Teradata
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    A server providing tools for querying and analyzing Teradata databases, including database management, data quality assessment, and SQL execution capabilities through an MCP interface.
    Last updated -
    18
    14
    Python
    MIT License
    • Apple

  • Python Docs Server

    AnuragRai017
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    An MCP server that enables users to fetch Python documentation using the Brave Search API through natural language queries.
    Last updated -
    1
    JavaScript
    Apache 2.0
    • Apple

  • CouchDB MCP Server

    robertoamoreno
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    A TypeScript-based MCP server that enables AI assistants to interact with CouchDB databases through a simple interface, providing tools for creating, reading, and querying databases and documents.
    Last updated -
    9
    2
    JavaScript
    • Apple

  • MCP Notion Server

    gabornyergesX
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    A bridge between Claude AI and Notion that enables users to interact with Notion databases and pages through natural language, supporting operations like creating, reading, updating, and deleting content.
    Last updated -
    10
    10
    JavaScript
    • Apple

  • Modal MCP Toolbox

    philipp-eisen
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    Facilitates running Python code in a sandbox and generating images using the FLUX model via an MCP server compatible with clients like Goose and the Claude Desktop App.
    Last updated -
    2
    16
    Python
    MIT License

  • Kuzu MCP serverofficial

    kuzudb
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    This server enables natural language interaction between a user and their Kuzu databases using clients like Claude Desktop or Cursor, allowing LLMs to retrieve the database schema, execute Cypher queries, create nodes, and establish relationships in the graph database.
    Last updated -
    2
    19
    JavaScript
    MIT License
    • Apple

  • Database MCP Server

    georgi-terziyski
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    A Model Context Protocol server that provides tools for connecting to and interacting with various database systems (SQLite, PostgreSQL, MySQL/MariaDB, SQL Server) through a unified interface.
    Last updated -
    Python

  • Isolator MCP Server

    Ompragash
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    A TypeScript server implementing the Model Context Protocol that provides secure code execution in isolated Docker containers, allowing LLM applications to safely run Python, Go, or JavaScript code snippets.
    Last updated -
    1
    1
    Go
    Apache 2.0
    • Apple
    • Linux

  • MCP Variance Log

    truaxki
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    Agentic tool that looks for statistical variations in conversation structure and logs unusual events to a SQLite database. Built using the Model Context Protocol (MCP), this system is designed to be used with Claude Desktop or other MCP-compatible clients.
    Last updated -
    8
    3
    Python
    MIT License
    • Apple
    • Linux

  • MCP-MongoDB-MySQL-Server

    yaoxiaolinglong
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    A Model Context Protocol server that enables AI models to interact with both MySQL and MongoDB databases through a standardized interface, supporting comprehensive database operations including queries, schema management, and CRUD operations.
    Last updated -
    14
    6
    JavaScript
    MIT License

  • MySQL Query MCP Server

    devakone
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    A Model Context Protocol server that provides read-only MySQL database queries for AI assistants, allowing them to execute queries, explore database structures, and investigate data directly from AI-powered tools.
    Last updated -
    3
    40
    4
    TypeScript
    MIT License

  • 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

  • Alibaba Cloud DMS MCP Serverofficial

    aliyun
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    A Model Context Protocol server that enables large language models to access database metadata and perform cross-engine data querying across diverse database ecosystems.
    Last updated -
    8
    14
    Python
    Apache 2.0

  • Upstash MCP Serverofficial

    upstash
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    Model Context Protocol (MCP) is a new, standardized protocol for managing context between large language models (LLMs) and external systems. In this repository, we provide an installer as well as an MCP Server for Upstash Developer API's.
    Last updated -
    16
    58
    27
    TypeScript
    MIT License
    • Linux
    • Apple

  • ExecuteAutomation Database Serverofficial

    executeautomation
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    A Model Context Protocol server that enables LLMs like Claude to interact with SQLite and SQL Server databases, allowing for schema inspection and SQL query execution.
    Last updated -
    545
    92
    TypeScript
    MIT License
    • Linux
    • Apple