codemcp is a tool that transforms Claude Desktop into a pair programming assistant, allowing users to directly let Claude implement functions, fix errors, and refactor code on the local code repository.

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.

Desktop Commander MCP is an AI assistant tool that enables the Claude desktop application to execute terminal commands and manage the file system. It supports functions such as code search, editing, process management, and remote file reading.

Zen MCP is a multi-model AI collaborative development server that provides enhanced workflow tools and cross-model context management for AI coding assistants such as Claude and Gemini CLI. It supports seamless collaboration of multiple AI models to complete development tasks such as code review, debugging, and refactoring, and can maintain the continuation of conversation context between different workflows.

Claude Debugs For You is a VS Code extension that enables interactive code debugging with LLMs (such as Claude) through the MCP server.

A Node.js debugging tool that provides runtime debugging capabilities for Cursor and Claude Code through an MCP server

This project builds a bridge between Claude Code and Google Gemini AI, enabling direct calls to Gemini in the Claude Code environment for Q&A, code review, and creative brainstorming, providing a convenient AI collaboration tool.

Claude code editing and execution service implemented based on the MCP protocol

This project implements functions similar to Claude Code through the MCP protocol, providing tools for code understanding, modification, and command execution. It supports multiple models and Jupyter notebook operations, and has security control and development expansion capabilities.

This project provides a configuration guide for the MCP service integrated with Shortcut, supporting operation in AI development tools such as Windsurf, Cursor, and Claude Code, including installation instructions, FAQs, and local development testing methods.

An MCP server that provides Julia documentation and source code query services for Claude Desktop

An MCP server based on the TCP protocol designed for Windows, used to remotely build and test .NET Framework projects via Claude Code in a WSL/Linux environment, providing a bridge to the Windows build toolchain.

An MCP service that integrates Claude Code with DingTalk robots, supporting multiple message formats and automatic notification functions

An MCP service for real - time monitoring of development server logs. It instantly pushes categorized error notifications to Claude Code via SSE, supporting multi - project and multi - client connections.

Claude local semantic code search tool that uses the EmbeddingGemma model to achieve fully offline intelligent multi - language code search. Integrates with Claude Code through the MCP protocol, protects privacy, and does not require an API key.

A Claude - based code analysis tool for analyzing open - source projects and generating intelligent merge strategies

JupyterMCP is a tool that integrates Jupyter Notebook with Claude AI via the Model Context Protocol (MCP). It supports functions such as bidirectional communication, cell operations, and code execution, and is only compatible with Jupyter Notebook version 6.x.

Claude-historian is an MCP server used to search the conversation history of Claude Code, helping users quickly find past solutions, track file changes, and learn from previous work.

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.

An AI voice call system based on the MCP protocol that uses VoIP technology to enable AI assistants like Claude to automatically make calls and conduct intelligent conversations. It supports multiple SIP protocols and audio codecs.

VS Code extension bridging the MCP protocol service of Claude Desktop

An MCP server based on Cloudflare Workers, used to send notifications to Discord when tasks are completed by Claude Code, supporting rich text formats and multiple transport protocols.

Houtini LM is an MCP server that connects Claude to LM Studio, providing expert - level code analysis, document generation, and creative project scaffolding functions. It supports local operation without API costs and is suitable for developers and creators.

The MCP code analysis tool is an intelligent project code analysis and modification tool that integrates with Claude Desktop and provides functions such as code analysis, structure modification, and version management.

A Marvel API MCP server project based on Azure Functions that provides interactive functions for Marvel character and comic data, supports multiple query tools, and integrates with MCP tools (such as VS Code, Claude, etc.).

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

An MCP service for code analysis based on tree-sitter, providing intelligent code context management capabilities for Claude.

UIThub MCP Server is a GitHub repository content interaction service designed for Claude, which can intelligently retrieve and analyze code library content through the API.

Zetmem is an AI-assisted memory server project based on the Zettlekasten method, aiming to provide a persistent context memory system for AI programming tools such as Claude, supporting code memory storage, retrieval, and intelligent evolution across sessions and projects.

The Codex MCP Server is an MCP protocol server that provides enhanced blockchain data services and can be used in conjunction with MCP-compatible clients such as Claude.

Fused MCP Agents is a Python - based tool that allows users to directly run any Python code through the Claude desktop application, enabling the connection between LLMs, APIs, and executable code.

An MCP server that connects GitHub code with Claude.ai, extracting GitHub repository code through the Pera1 service and providing enhanced context.

CC-Meta is a Claude code prompt iteration tool within the terminal that helps optimize the clarity, completeness, and effectiveness of prompts through instant AI feedback.

The ConsultingAgents MCP Server is a multi - model consulting agent server that provides four AI expert consulting services (Darren, Sonny, Sergey, Gemma) for Claude Code through the MCP protocol, supporting code analysis, document search, and repository - level development planning.

An MCP server integrating the visual capabilities of GLM - 4.5V, supporting local image and URL analysis, and providing image analysis functions through Claude Code

Desktop Commander MCP is a server tool designed for the Claude desktop application, supporting terminal command execution, file system operations, and code editing functions.

The AST MCP Server is a code analysis service based on Abstract Syntax Trees (AST) and Abstract Semantic Graphs (ASG). It supports multiple programming languages, provides functions such as code structure parsing, semantic analysis, and complexity evaluation, and can be integrated with MCP clients such as Claude Desktop.

An AI planning system integrating Google Gemini CLI and Claude Code, providing functions such as automatic planning and execution, persistent context management, and MCP integration.

A toolkit that enhances the interaction between Claude and code, providing seamless integration tools for code analysis, operations, and test workflows.

apktool-mcp-server is an MCP server based on Apktool, integrating large language models (such as Claude), providing real-time reverse engineering support, including vulnerability analysis, manifest parsing, and code review.