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Tips for Improving Programming Skills

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  • Why this server?

    Enables AI models to access GitHub repository contents as context, useful for understanding and improving code within specific projects.

    GitHub Repository MCP Server

    shanksxz
    A
    security
    A
    license
    A
    quality
    Enables AI models to access GitHub repository contents as context, with features to fetch entire repositories, specific file contents, and repository structures for use in AI interactions.
    Last updated -
    3
    2
    JavaScript
    MIT License
    • Linux
    • Apple

  • Why this server?

    Generates scripts based on specified topics and keywords, potentially aiding in code generation or improvement.

    Script Generator MCP Server

    Pratik-Kumar-Cse
    -
    security
    F
    license
    -
    quality
    An MCP server that enables generating scripts based on specified topics and keywords, while also providing functionality to store and summarize notes.
    Last updated -
    Python
    • Apple

  • Why this server?

    Offers AI Vision and Windows UI Automation tools, potentially useful for automating code-related tasks or UI-based development.

    Smooth Operator Agent Tools

    fstandhartinger
    -
    security
    A
    license
    -
    quality
    Windows automation MCP offering * AI Vision (e.g. Click by Description) * Windows UI Automation Tree tools * Chrome Automation via Playwright * Mouse control * Keyboard control * a lot more (>40 tools) Also comes with Python/TypeScript/C# client libs and a Windows Desktop tool to try all the tools.
    Last updated -
    Python
    MIT License

  • Why this server?

    Provides AI-assisted access to LangGraph and Model Context Protocol documentation, valuable for understanding and implementing these technologies in code.

    MCP Documentation Server

    esakrissa
    -
    security
    F
    license
    -
    quality
    A customized MCP server that enables integration between LLM applications and documentation sources, providing AI-assisted access to LangGraph and Model Context Protocol documentation.
    Last updated -
    Python
    • Linux
    • Apple

  • Why this server?

    Enables AI assistants to interact with file systems, databases, and GitHub repositories, facilitating comprehensive code management and analysis.

    MCP Toolkit

    zxfgds
    -
    security
    F
    license
    -
    quality
    A comprehensive Model Context Protocol server implementation that enables AI assistants to interact with file systems, databases, GitHub repositories, web resources, and system tools while maintaining security and control.
    Last updated -
    16
    TypeScript

  • Why this server?

    Provides access to markdown documentation from NPM packages, Go Modules, or PyPi packages, enabling informed code generation.

    Markdown Sidecar MCP Server

    speakeasy-api
    -
    security
    A
    license
    -
    quality
    A server that provides structured access to markdown documentation from NPM packages, Go Modules, or PyPi packages, enabling informed code generation by exposing these docs as resources or tools.
    Last updated -
    1
    TypeScript
    MIT License

  • Why this server?

    Connects Gemini 2.5 Pro to Claude Code, generating detailed implementation plans based on your codebase and providing code change feedback.

    Yellhorn MCP

    msnidal
    A
    security
    F
    license
    A
    quality
    An MCP server that connects Gemini 2.5 Pro to Claude Code, enabling users to generate detailed implementation plans based on their codebase and receive feedback on code changes.
    Last updated -
    2
    3
    Python
    • Linux
    • Apple

  • Why this server?

    Memorizes key aspects of a codebase and allows dynamic updates and fast retrieval, which can help with code understanding and improvement.

    sourcesage

    sarathsp06
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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.
    Last updated -
    Python
    MIT License

  • Why this server?

    Allows LLMs to access LSP's hover information, completions, diagnostics, and code actions for improved code suggestions.

    LSP MCP Server

    Tritlo
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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.
    Last updated -
    2
    TypeScript
    MIT License

  • Why this server?

    Allows AI models to run JavaScript/TypeScript code, supporting script execution and REPL sessions, which can be useful for testing and prototyping code improvements.

    JavaScript MCP Server

    yannbam
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    security
    F
    license
    -
    quality
    Allows AI models to run JavaScript/TypeScript code through Model Context Protocol tool calls, supporting both one-time script execution and stateful REPL sessions with npm package integration.
    Last updated -
    TypeScript