Why this server?
Enables AI models to access GitHub repository contents as context, useful for understanding and improving code within specific projects.
AlicenseCqualityDmaintenanceEnables 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.31322MITWhy this server?
Generates scripts based on specified topics and keywords, potentially aiding in code generation or improvement.
Flicense-qualityDmaintenanceAn MCP server that enables generating scripts based on specified topics and keywords, while also providing functionality to store and summarize notes.1Why this server?
Offers AI Vision and Windows UI Automation tools, potentially useful for automating code-related tasks or UI-based development.
Alicense-qualityDmaintenanceWindows 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.2MITWhy this server?
Provides AI-assisted access to LangGraph and Model Context Protocol documentation, valuable for understanding and implementing these technologies in code.
Flicense-qualityDmaintenanceA customized MCP server that enables integration between LLM applications and documentation sources, providing AI-assisted access to LangGraph and Model Context Protocol documentation.Why this server?
Enables AI assistants to interact with file systems, databases, and GitHub repositories, facilitating comprehensive code management and analysis.
Alicense-qualityDmaintenanceA 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.492MITWhy this server?
Connects Gemini 2.5 Pro to Claude Code, generating detailed implementation plans based on your codebase and providing code change feedback.
FlicenseAqualityDmaintenanceAn 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.514Why this server?
Memorizes key aspects of a codebase and allows dynamic updates and fast retrieval, which can help with code understanding and improvement.
AlicenseBquality-maintenanceSourceSage 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.137Why this server?
Allows LLMs to access LSP's hover information, completions, diagnostics, and code actions for improved code suggestions.
Alicense-qualityFmaintenanceBridges 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.3,520123MIT