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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:

  • 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

  • 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

  • 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

  • docker-mcp

    QuantGeekDev
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    A powerful Model Context Protocol (MCP) server for Docker operations, enabling seamless container and compose stack management through Claude AI.
    Last updated -
    4
    160
    Python
    MIT License
    • Apple

  • mcp-data-extractor

    sammcj
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    A Model Context Protocol server that extracts embedded data (such as i18n translations or key/value configurations) from TypeScript/JavaScript source code into structured JSON configuration files.
    Last updated -
    2
    14
    2
    JavaScript
    MIT License

  • 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

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  • OpenTofu MCP Serverofficial

    opentofu
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    A Model Context Protocol server that allows AI assistants to search for and retrieve information about OpenTofu providers, modules, resources, and data sources from the OpenTofu Registry.
    Last updated -
    5
    51
    26
    TypeScript

  • 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

  • MasterGo Magic MCPofficial

    mastergo-design
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    A standalone Model Context Protocol service that connects MasterGo design tools with AI models, enabling AI models to directly retrieve DSL data from MasterGo design files.
    Last updated -
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    2,338
    122
    TypeScript
    • Linux
    • Apple

  • mcp-server-data-exploration

    reading-plus-ai
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    Enables autonomous data exploration on .csv-based datasets, providing intelligent insights with minimal effort.
    Last updated -
    2
    164
    Python
    MIT License
    • Apple

  • 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

  • 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

  • MCP Server Fetch Python

    tatn
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    An MCP server for fetching and transforming web content into various formats.
    Last updated -
    4
    4
    Python
    MIT License
    • Apple

  • Log Analyzer MCP

    djm81
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    A Python-based MCP server that enables AI-assisted log file analysis with features for filtering, parsing, and interpreting log outputs, plus executing and analyzing test runs with varying verbosity levels.
    Last updated -
    12
    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

  • Terraform Registry MCP Server

    thrashr888
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    Connects AI models to the Terraform Registry via MCP, enabling provider lookups, resource usage examples, and module recommendations for streamlined Terraform workflows.
    Last updated -
    6
    113
    116
    TypeScript
    MIT License
    • Apple

  • ChatGPT MCP Server

    Toowiredd
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    A Model Context Protocol server that enables Docker container management through natural language interactions using a custom GPT interface.
    Last updated -
    7
    7
    TypeScript

  • File MCP Server

    d-issy
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    A Model Context Protocol (MCP) server that enables AI assistants to perform comprehensive file operations including finding, reading, writing, editing, searching, moving, and copying files with security validations.
    Last updated -
    7
    TypeScript

  • mcp-pyodide

    yonaka15
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    A Pyodide server for executing Python code by Large Language Models (LLMs) via the Model Context Protocol (MCP).
    Last updated -
    5
    8
    10
    TypeScript
    MIT License

  • Python MCP Sandbox

    JohanLi233
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    An interactive Python code execution environment that allows users and LLMs to safely execute Python code and install packages in isolated Docker containers.
    Last updated -
    17
    Python
    Apache 2.0

  • MCP Server Chartofficial

    antvis
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    mcp-server-chart
    Last updated -
    25
    5,145
    1,801
    TypeScript
    MIT License
    • Apple

  • VirusTotal MCP Server

    BurtTheCoder
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    A MCP server for querying the VirusTotal API. This server provides tools for scanning URLs, analyzing file hashes, and retrieving IP address reports.
    Last updated -
    7
    44
    17
    TypeScript
    MIT License
    • Apple

  • Figma MCP Server with Chunking

    ArchimedesCrypto
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    A Model Context Protocol server for interacting with the Figma API that handles large Figma files efficiently through memory-aware chunking and pagination capabilities.
    Last updated -
    7
    2
    TypeScript
    MIT License

  • MCP Data Analytics Server

    Edwin1719
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    A FastMCP-based server that provides data analysis tools for processing, analyzing, and visualizing data with an intuitive Streamlit web interface.
    Last updated -
    Python
    MIT License

  • File Finder MCP Server

    sergey-fintech
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    Enables searching for files by name fragments via JSON-RPC or an HTTP REST API, with options for direct use or integration with other tools like VS Code.
    Last updated -
    1
    JavaScript
    • Apple
    • Linux

  • BirdNet-Pi MCP Server

    DMontgomery40
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    A Python-based server that enables accessing and analyzing bird detection data through the Model Context Protocol, offering features like filtering detections, accessing audio recordings, and generating reports.
    Last updated -
    3
    Python
    • Linux
    • Apple

  • Twelve Data MCP Serverofficial

    twelvedata
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    Provides integration with Twelve Data API to access financial market data including historical time series, real-time quotes, and instrument metadata for stocks, forex pairs, and cryptocurrencies.
    Last updated -
    35
    13
    Python
    MIT License

  • Excel MCP Server

    zhiwei5576
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    Enables seamless reading, writing, and analyzing of Excel files through Model Context Protocol, with features for worksheet management, structure analysis, and automated caching.
    Last updated -
    8
    212
    11
    TypeScript
    MIT License
    • Linux
    • Apple