Browser MCP is an MCP server + Chrome extension that enables browser automation through AI applications (such as VS Code, Claude, etc.). It features fast response, privacy protection, staying logged in, and avoiding detection.

n8n is a workflow automation platform for technical teams, combining code flexibility and no - code speed, offering over 400 integrations, native AI capabilities, and fair - code licensing, supporting self - hosting or cloud deployment.

The official NervusDB MCP Server provides functions such as code knowledge graph construction, project analysis, workflow automation, and code operations, supporting cross - language code relationship analysis and GitHub integration

The Xray MCP Server is a tool that integrates the Xray Cloud API with MCP clients such as Claude Code. It provides functions such as test case management, test execution, test planning, and test set grouping, and supports CI/CD integration and test automation.

This project is a Model Context Protocol (MCP) adapter used to connect large language models (LLMs) with the Lisp development environment, supporting interaction through the lightweight Lisply protocol. The main functions include Lisp code evaluation, HTTP requests, and debugging support, suitable for scenarios such as AI-assisted symbolic programming and CAD design automation.

An intelligent project management system that integrates n8n workflow automation, Claude Code AI programming assistant, and MCP servers, with features such as persistent memory, automatic backup, and code generation

The Electron MCP Server is a server based on the Model Context Protocol (MCP), providing comprehensive automation, debugging, and observability capabilities for Electron applications. It implements AI-driven automation through the integration of the Chrome DevTools protocol, supporting real-time UI interactions, visual debugging, deep inspection, and development observability, and can work without modifying the target application's code.

AutoMobile is a mobile automation toolset that provides automation testing, UI interaction, test writing, and execution functions for the Android platform. It enables intelligent interaction loops and source code mapping through the MCP server.

A UI/UX design automation suite based on the MCP protocol that enables end-to-end workflows from design inspiration to development and delivery through AI assistance. It includes three core functions: web inspiration collection, Figma design integration, and React code generation.

The Codex MCP Tool is an open-source MCP server that connects the IDE or AI assistant to the Codex CLI, supporting non-interactive automation, secure sandbox editing, and large-scale code analysis. It provides progress streaming updates and a structured change mode.

UltimateCoder MCP is a locally prioritized automation server designed for developers and engineers, offering terminal command automation, file editing, and AI tool enhancement functions. It supports localized operations to ensure data security, and has advanced file processing, process control, and code search capabilities, suitable for large-scale code refactoring and automated workflows.

awesome - mcp is a project that collects and shares MCP (Model Context Protocol) servers, covering various MCP server implementations contributed by the official and the community, including multiple fields such as AI, databases, browser automation, code management, image generation, search, and storage.

This project is a CI/CD automation tool based on GitHub Actions, providing functions such as code testing, security scanning, and automatic publishing

The combination of Gemini CLI and the MCP server built with Google Apps Script extends the automation capabilities of Google Workspace through a low - code platform, providing support for 41 tools covering services such as Gmail, Drive, Calendar, etc., and enabling multi - step execution of complex tasks.

A front - end development toolset that provides practical functions such as Figma design - to - code conversion, API automation, and resource management to optimize the development process.

Mission Control MCP is a task automation and verification system designed specifically for Claude Code, providing autonomous task execution, result verification, and iterative optimization functions. It supports multiple verification strategies, has no external dependencies, and focuses on privacy and security.

Browser MCP is an MCP server + Chrome extension project that enables browser automation operations through AI applications (such as VS Code, Claude, etc.). Its features include local operation to ensure speed and privacy, using real browser fingerprints to bypass detection, and supporting existing login sessions.

CodePortal MCP is a local code project management server that provides project structure organization, AI model access, and API key management functions, emphasizing security and automation.

Overview: The MCP Server aims to achieve full automation of AI agents. By providing a standardized protocol as an intermediate layer, it informs AI agents about currently available services, APIs, and data sources, enabling them to decide whether to call specific functions to perform tasks such as code modification, repository search on GitHub, problem search and creation, etc.

Overview: MCP (Model Context Protocol) is a framework for AI automation through a standardized protocol, which includes key components such as hosts, clients, servers, local data sources, and remote services. The core lies in the server, which provides context, tools, and prompts for clients. MCP enables AI agents to automate tasks, such as code generation, debugging, and interaction with external services like GitHub repositories.

Hamibot MCP Server is a server implementation based on the MCP protocol for managing and controlling Hamibot devices and automation scripts, supporting functions such as device management, script running, and code execution.

An MCP server based on Playwright that provides browser automation capabilities for LLMs, supporting web page interaction, screenshotting, test code generation, and JavaScript execution.