Skip to main content
Glama
Sign In

Open-Source MCP servers

Production-ready MCP servers that extend AI capabilities through file access, database connections, API integrations, and other contextual services.

X
5,028 servers. Last updated -

Matching MCP tools:

Matching MCP servers:

  • MCP Code Executor

    bazinga012
    A
    security
    A
    license
    A
    quality
    Allows LLMs to execute Python code in a specified Conda environment, enabling access to necessary libraries and dependencies for efficient code execution.
    Last updated -
    1
    74
    JavaScript
    MIT License
    • Linux
    • Apple

  • Safe Local Python Executor/Interpreter

    maxim-saplin
    A
    security
    A
    license
    A
    quality
    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
    15
    Python
    MIT License
    • Apple

  • Python REPL MCP Server

    hdresearch
    A
    security
    A
    license
    A
    quality
    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

  • Daytona MCP Python Interpreter

    nkkko
    -
    security
    A
    license
    -
    quality
    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
    8
    Python
    Apache 2.0
    • Apple

  • MCP Python Interpreter

    yzfly
    A
    security
    F
    license
    A
    quality
    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 -
    9
    8
    Python
    • Linux
    • Apple

  • Python Docs Server

    AnuragRai017
    A
    security
    A
    license
    A
    quality
    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

Interested in MCP?

Join the MCP community for support and updates.

RedditDiscord

  • Modal MCP Toolbox

    philipp-eisen
    -
    security
    A
    license
    -
    quality
    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

  • Code Research MCP Server

    nahmanmate
    A
    security
    A
    license
    A
    quality
    Facilitates searching and accessing programming resources across platforms like Stack Overflow, MDN, GitHub, npm, and PyPI, aiding LLMs in finding code examples and documentation.
    Last updated -
    6
    25
    JavaScript
    AGPL 3.0
    • Apple

  • Code Merge MCP

    yy1588133
    A
    security
    A
    license
    A
    quality
    A Model Context Protocol server that helps large language models process code repositories by providing file tree generation, code merging, and code analysis capabilities.
    Last updated -
    3
    14
    JavaScript
    MIT License

  • Claude Code MCP Enhanced

    grahama1970
    A
    security
    A
    license
    A
    quality
    An enhanced Model Context Protocol (MCP) server that allows running Claude Code in one-shot mode with permissions bypassed automatically, featuring advanced task
    Last updated -
    3
    4
    JavaScript
    MIT License
    • Apple
    • Linux

  • e2b-mcp-serverofficial

    e2b-dev
    A
    security
    A
    license
    A
    quality
    Using MCP to run code via e2b.
    Last updated -
    1
    250
    JavaScript
    Apache 2.0
    • Apple

  • Python Local MCP Server

    Alec2435
    -
    security
    F
    license
    -
    quality
    Provides an interactive Python REPL environment that maintains persistent session state, allowing users to execute Python code and access session history.
    Last updated -
    49
    Python
    • Apple

  • Python MCP Server

    hesiod-au
    -
    security
    A
    license
    -
    quality
    A Model Context Protocol server that extracts and analyzes Python code structures, focusing on import/export relationships between files to help LLMs understand code context.
    Last updated -
    4
    Python
    MIT License

  • MCP Python Toolbox

    gianlucamazza
    -
    security
    F
    license
    -
    quality
    A Model Context Protocol server that enables AI assistants like Claude to perform Python development tasks through file operations, code analysis, project management, and safe code execution.
    Last updated -
    1
    Python
    • Linux
    • Apple

  • Code Snippet Server

    ngeojiajun
    A
    security
    A
    license
    A
    quality
    A MCP server for managing and storing code snippets in various programming languages, allowing users to create, list, and delete snippets via a standardized interface.
    Last updated -
    3
    4
    JavaScript
    MIT License

  • Python MCP Sandbox

    JohanLi233
    -
    security
    A
    license
    -
    quality
    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 -
    9
    Python
    Apache 2.0

  • Claude Code MCP

    auchenberg
    A
    security
    A
    license
    A
    quality
    An implementation of Claude Code as a Model Context Protocol server that enables using Claude's software engineering capabilities (code generation, editing, reviewing, and file operations) through the standardized MCP interface.
    Last updated -
    8
    86
    JavaScript
    MIT License

  • mcp-run-pythonofficial

    pydantic
    -
    security
    A
    license
    -
    quality
    Model Context Protocol server to run Python code in a sandbox.
    Last updated -
    1,462
    9,648
    Python
    MIT License

  • Code Analysis MCP Server

    saiprashanths
    A
    security
    F
    license
    A
    quality
    The server facilitates natural language interactions for exploring and understanding codebases, providing insights into data models and system architecture using a cost-effective, simple setup with support for existing Claude Pro subscriptions.
    Last updated -
    4
    7
    Python
    • Apple

  • Code Sandbox MCP

    Automata-Labs-team
    -
    security
    A
    license
    -
    quality
    An MCP server to create secure code sandbox environment for executing code within Docker containers.
    Last updated -
    69
    Go
    MIT License
    • Linux
    • Apple

  • MCP Server Diff Python

    tatn
    A
    security
    A
    license
    A
    quality
    This MCP server provides unified diffs of two text inputs using Python's standard library difflib.
    Last updated -
    1
    4
    Python
    MIT License
    • Apple

  • MCP-JIRA-Python Server

    Kallows
    -
    security
    A
    license
    -
    quality
    A Python-based server allowing seamless integration with JIRA for managing and interacting with projects through custom APIs.
    Last updated -
    2
    Python
    Apache 2.0
    • Apple
    • Linux

  • MCP Code Indexer

    zxfgds
    -
    security
    F
    license
    -
    quality
    A smart code retrieval tool based on Model Context Protocol that provides efficient and accurate code repository search capabilities for large language models.
    Last updated -
    Python

  • Code Context MCP Server

    fkesheh
    -
    security
    A
    license
    -
    quality
    An MCP server that provides semantic search over local git repositories, enabling users to clone repositories, process branches, and search code through vectorized code chunks.
    Last updated -
    TypeScript
    MIT License
    • Apple

  • MCP Code Analyzer

    emiryasar
    -
    security
    A
    license
    -
    quality
    A comprehensive code analysis and management tool that integrates with Claude Desktop to analyze code at project and file levels, helping adapt changes to projects intelligently.
    Last updated -
    29
    Python
    MIT License

  • Python Codebase Analysis RAG System

    shervinemp
    -
    security
    F
    license
    -
    quality
    An MCP server that analyzes Python codebases using AST, stores code elements in a vector database, and enables natural language queries about code structure and functionality using RAG with Google's Gemini models.
    Last updated -
    1
    Python

  • MCP Server Python Template

    Cris-0k
    -
    security
    A
    license
    -
    quality
    A streamlined foundation for building Model Context Protocol servers in Python, designed to make AI-assisted development of MCP tools easier and more efficient.
    Last updated -
    13
    Python
    MIT License

  • MCP Python Tutorial

    jhj0517
    -
    security
    F
    license
    -
    quality
    A demonstration server showing MCP implementation in Python with resource handling, tool operations, and reusable prompts for a simple user/post system with local database.
    Last updated -
    Python
    • Apple
    • Linux

  • MCP-Slicer

    zhaoyouj
    A
    security
    F
    license
    A
    quality
    Connects 3D Slicer with AI assistants through the Model Context Protocol, enabling medical image processing and scene manipulation using natural language.
    Last updated -
    2
    5
    Python
    • Apple