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Python Code for Data Analysis

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  • Why this server?

    Allows AI assistants like Claude to safely run Python code and access websites, processing data for better AI understanding while providing helpful error messages. This is directly relevant for analyzing code and providing solutions.

    MCP Server

    tcpipuk
    -
    security
    A
    license
    -
    quality
    A server that enables AI assistants like Claude to safely run Python code and access websites, processing data for better AI understanding while providing helpful error messages.
    2
    Python
    GPL 3.0
    • Linux
    • Apple

  • Why this server?

    Provides a secure environment to execute Python code, which is crucial for analysis and solution generation. It's safer than a full-fledged VM.

    Safe Local Python Executor/Interpreter

    maxim-saplin
    Verified
    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.
    1
    7
    Python
    MIT License
    • Apple

  • Why this server?

    Provides a secure way to execute commands and interact with the filesystem within a configurable security sandbox.

    Vibehacker Metasploit MCP

    foolsec
    Verified
    -
    security
    A
    license
    -
    quality
    A FastMCP-based interface for Metasploit Framework, enabling AI agents to interact with Metasploit capabilities for exploitation, payload generation, target scanning, and session management.
    Python
    Apache 2.0
    • Linux
    • Apple

  • Why this server?

    A Python-based text editor server that provides tools for file operations enabling reading, editing, and managing text files, can be used for interacting with and modifying code.

    editor-mcp

    danielpodrazka
    Verified
    -
    security
    A
    license
    -
    quality
    A Python-based text editor server built with FastMCP that provides tools for file operations. This server enables reading, editing, and managing text files through a standardized API following a multi-step process.
    2
    Python
    MIT License
    • Linux
    • Apple

  • Why this server?

    Bridges LLMs with Language Server Protocol interfaces, allowing LLMs to access LSP's hover information, completions, diagnostics, and code actions for improved code suggestions and analysis.

    LSP MCP Server

    Tritlo
    Verified
    -
    security
    A
    license
    -
    quality
    Bridges Large Language Models with Language Server Protocol interfaces, allowing LLMs to access LSP's hover information, completions, diagnostics, and code actions for improved code suggestions.
    2
    TypeScript
    MIT License

  • Why this server?

    Analyzes codebases using Repomix and LLMs to provide structured code reviews with specific issues and recommendations.

    Code Review MCP Server

    crazyrabbitLTC
    Verified
    -
    security
    F
    license
    -
    quality
    Analyzes codebases using Repomix and LLMs to provide structured code reviews with specific issues and recommendations, supporting multiple LLM providers including OpenAI, Anthropic, and Gemini.
    2
    JavaScript

  • Why this server?

    Provides access to coding style guidelines and best practices for various technologies including Java, Python, and React.

    Coding Standards MCP Server

    ggerve
    -
    security
    F
    license
    -
    quality
    Provides tools for accessing coding style guidelines and best practices for various technologies including Java, Python, and React.
    Python

  • Why this server?

    Analyzes codebases using Repomix and LLMs to provide structured code reviews with specific issues and recommendations, supporting multiple LLM providers including OpenAI, Anthropic, and Gemini.

    Code Review MCP Server

    crazyrabbitLTC
    Verified
    -
    security
    F
    license
    -
    quality
    Analyzes codebases using Repomix and LLMs to provide structured code reviews with specific issues and recommendations, supporting multiple LLM providers including OpenAI, Anthropic, and Gemini.
    2
    JavaScript

  • Why this server?

    Provides a streamlined foundation for building Model Context Protocol servers in Python, which could then be used to create custom analysis tools.

    MCP Server Python Template

    Cris-0k
    Verified
    -
    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.
    10
    Python
    MIT License

  • Why this server?

    Model Context Protocol server to run Python code in a sandbox.

    mcp-run-pythonofficial

    pydantic
    -
    security
    A
    license
    -
    quality
    Model Context Protocol server to run Python code in a sandbox.
    1,462
    8,482
    Python
    MIT License