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Analyzing Python code from projects and providing solutions to fix it

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  • Why this server?

    This server allows AI assistants to safely run Python code and access websites, processing data for better AI understanding while providing helpful error messages, which is relevant for analyzing and fixing Python code.

    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?

    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. This is directly related to the request for code analysis and solutions.

    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 tools for accessing coding style guidelines and best practices for various technologies including Java, Python, and React, which can help in fixing coding style issues in Python projects.

    Coding Standards MCP Server

    ggerve
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    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?

    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.

    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 clj-kondo linting capabilities for Clojure/ClojureScript/EDN files, useful for environments like Claude code and desktop that lack built-in linting, could help fix common linting errors in python code.

    clj-kondo MCP Server

    Bigsy
    Verified
    -
    security
    A
    license
    -
    quality
    A Model Context Protocol server that provides clj-kondo linting capabilities for Clojure/ClojureScript/EDN files, useful for environments like Claude code and desktop that lack built-in linting.
    236
    1
    JavaScript
    MIT License

  • Why this server?

    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 when analyzing python code.

    LSP MCP Server

    Tritlo
    Verified
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    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?

    SourceSage efficiently memorizes key aspects of a codebase—logic, style, and standards—while allowing dynamic updates and fast retrieval, assisting in consistent code analysis.

    sourcesage

    sarathsp06
    Verified
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    security
    A
    license
    -
    quality
    SourceSage is an MCP (Model Context Protocol) server that efficiently memorizes key aspects of a codebase—logic, style, and standards—while allowing dynamic updates and fast retrieval. It's designed to be language-agnostic, leveraging the LLM's understanding of code across multiple languages.
    Python
    MIT License

  • Why this server?

    This server enables LLMs to retrieve and process content from web pages, converting HTML to markdown for easier consumption. Useful for fetching code snippets, documentations, and analysis regarding python code.

    Fetch MCP Server

    modelcontextprotocol
    A
    security
    A
    license
    A
    quality
    This server enables LLMs to retrieve and process content from web pages, converting HTML to markdown for easier consumption.
    1
    37,968
    JavaScript
    MIT License

  • Why this server?

    A Python-based text editor server built with FastMCP that provides tools for file operations enabling reading, editing, and managing text files, useful to fix python code in projects.

    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?

    A streamlined foundation for building Model Context Protocol servers in Python, designed to make AI-assisted development of MCP tools easier and more efficient, useful to create specialized tool to analyze and fix python code.

    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