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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
    -
    security
    F
    license
    -
    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.
    JavaScript
    • 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.
    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
    Verified
    -
    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.
    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
    Verified
    -
    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.
    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.
    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.
    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
    Verified
    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.
    2
    1
    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
    Verified
    -
    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?

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

    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?

    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
    -
    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.
    TypeScript