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.

Claude Context is an MCP plugin that provides in - depth context of the entire codebase for AI programming assistants through semantic code search. It supports multiple embedding models and vector databases to achieve efficient code retrieval.

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.

The Apify MCP Server is a tool based on the Model Context Protocol (MCP) that allows AI assistants to extract data from websites such as social media, search engines, and e-commerce through thousands of ready-to-use crawlers, scrapers, and automation tools (Apify Actors). It supports OAuth and Skyfire proxy payment and can be integrated into MCP clients such as Claude and VS Code through HTTPS endpoints or local stdio.

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.

MoltBrain is a long-term memory layer plugin designed for OpenClaw, MoltBook, and Claude Code, capable of automatically learning and recalling project context, providing intelligent search, observation recording, analysis statistics, and persistent storage functions.

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

EDT MCP Server is an MCP protocol server plugin for 1C:EDT, allowing AI assistants (such as Claude, GitHub Copilot, Cursor, etc.) to interact with the EDT workspace, providing functions such as project information query, error reporting, code analysis, metadata management, application debugging, tagging and grouping, and visual form screenshots.

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.

PMAT is a zero-configuration AI code context generation tool that provides functions such as code quality analysis, technical debt grading, mutation testing, repository health scoring, and semantic search. It supports over 17 programming languages and can be integrated with AI assistants such as Claude Code through the MCP protocol.

An MCP server that provides framework documentation retrieval for Claude Code, supporting real - time document access, intelligent caching, and context enhancement features for over 85 frameworks.

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.

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

A tool for fuzzy searching and browsing Apple Messages (iMessage/SMS) in the command line, Claude Code plugin, or MCP server, supporting automatic indexing, contact resolution, and context display.

Herald is a self-hosted MCP server that connects Claude Chat and Claude Code through the official Custom Connectors protocol, allowing users to remotely control code operations on their workstations from devices such as mobile phones, enabling bidirectional task scheduling and session synchronization.

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.

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

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 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 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.

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.

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.

The MCP server for Cangjie language documentation retrieval provides localized documentation query functions for Claude Code.

Agent MCP Gateway is a Model Context Protocol (MCP) gateway used to aggregate multiple downstream MCP servers and provide policy-based access control. Through its on-demand tool discovery mechanism, it solves the problem of context window waste caused by loading all tool definitions at startup in development environments such as Claude Code, reducing context occupation by over 90%.

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.

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

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.

A-MEM is a self-evolving memory system designed for coding agents. It uses a Zettelkasten-style knowledge graph structure, can automatically extract, associate, and evolve memories, supports semantic search and graph traversal, and integrates with agents such as Claude Code through the MCP protocol.

Skill Retriever is an MCP server based on a graph database, specifically designed for the retrieval and installation of Claude Code components. It automatically indexes component repositories on GitHub, returns the minimum correct set of components and their dependencies based on task descriptions through semantic search and graph traversal algorithms, and supports security scanning and automatic synchronization and updates.

ClaudeSmalltalk is a project that connects Claude Desktop to a running Smalltalk programming environment. It provides 14 tools such as code evaluation, class browsing, and method definition through the MCP protocol, supports local or cloud LLM drivers, and ensures that the code is secure and does not leave the local machine.

VS Code extension bridging the MCP protocol service of Claude Desktop

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 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.

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.

An MCP protocol service that establishes a two - way chat bridge between the Factorio game and Claude Code, enabling real - time communication through RCON and allowing players to interact with the AI assistant in the game.

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.