Refact Agent is an open - source AI programming assistant that supports multi - language code generation, debugging, and optimization. It integrates with mainstream development tools, can be deployed locally, and provides intelligent code completion and code explanation functions.

The AI Development Assistant MCP Server is an AI - based code development toolkit that provides functions such as code architecture generation, UI screenshot analysis, and code review, specifically designed for Cursor.

Blueprint MCP is a chart generation tool based on the Arcade ecosystem. It uses technologies such as Nano Banana Pro to automatically generate visual charts such as architecture diagrams and flowcharts by analyzing codebases and system architectures, helping developers understand complex systems.

API 200 is an open - source API integration platform that provides functions for quick access and management of third - party APIs, including features such as automatic code generation, documentation, authentication, caching, and error handling. It supports self - hosted deployment and MCP services.

A service based on the Model Context Protocol (MCP) that supports the specification-driven development process, guiding developers through a systematic development process from requirement generation, design documents to code implementation via structured prompts.

Notebook Intelligence (NBI) is an AI coding assistant and extensible AI framework designed for JupyterLab. It supports models from GitHub Copilot and other LLM providers, including local Ollama models. It significantly enhances productivity through features such as code generation, auto - completion, and chat interfaces, and supports the integration of Model Context Protocol (MCP) services.

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.

DBCode is a database management plugin for VS Code. It supports connections to more than 20 types of databases and provides functions such as data editing, natural language query, ER diagram generation, and visual analysis, helping developers efficiently complete database operations within the IDE.

FileScopeMCP is a code analysis tool based on TypeScript. It helps developers quickly understand the codebase structure by calculating file importance scores, tracking dependency relationships, generating visual charts, and adding file summaries. It supports analysis of multi-language projects, provides Mermaid chart generation and persistent storage functions, and can be integrated with Cursor's model context protocol.

The MCP Front - end Testing Server provides functions such as code analysis, test generation and execution, and React component testing, and supports the Jest and Cypress frameworks.

An MCP server that provides tool support for the Zig language, including code optimization, compute unit estimation, code generation, and best - practice recommendations.

The MCP service for Ant Design components provides support for component documentation query and code generation for large language models

A custom MCP server that provides functions such as code repository management, test running, and development workflow generation

Apifox MCP Server is a service that provides the interface documentation of Apifox projects as a data source to AI programming tools, supporting code generation and document query.

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

GarenCode Design is an AI-driven intelligent component design platform that automates the entire process from requirements analysis to code generation through the MCP framework. It supports multiple AI models and private component libraries, significantly improving front-end development efficiency.

J.A.R.V.I.S. is an intelligent code assistant based on multi - model support, providing functions such as code generation, modification, and technical discussions, and supporting multiple file formats and real - time collaboration.

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.

An intelligent Pull Request analysis assistant that integrates GitHub and Notion to achieve automated code review document generation.

The MCP service for Emacs, supporting the generation and execution of Elisp code

An MCP server based on the Mistral Codestral API, providing code completion, error fixing, and test generation functions

The Roo Activity Logger is an MCP server used to automatically record the activities of Roo Code (Cline), including command execution, code generation, etc., and saves the logs as JSON files for subsequent search and analysis.

An MCP server integrating Dify AI API, focusing on Ant Design component code generation

MCP as a Judge is a behavioral MCP server that acts as a validation layer between AI coding assistants and LLMs. By enforcing evidence - based research, code quality reviews, and human decision - making intervention, it ensures the generation of safer and higher - quality code.

An MCP server for TradingView PineScript that provides code validation, error fixing, and template generation functions.

aica is an open - source, customizable, cross - platform AI code analysis tool that supports functions such as code review, automatic knowledge retrieval, and commit information generation, and can be integrated with GitHub Actions.

Changesets is a build tool for managing versions and releases in multi-package or single-package codebases, providing automated generation and documentation support.

The TagoIO MCP Server is a tool that allows AI models to directly interact with the TagoIO IoT platform, providing functions such as device management, data analysis, platform integration, and code generation to enhance the development workflow and intelligent data analysis.

An MCP implementation for playing sound effects after Cursor AI code generation

This is a project for quickly starting and running the MCP server development environment, providing TypeScript sample code and generation tools.

An MCP server that provides a structured development process for LLM programming. It realizes an orderly and secure code development through functions such as feature clarification, document generation, phased development, and progress tracking.

The AutoLISP MCP server for AutoCAD LT controls the generation and execution of AutoLISP code through natural language to achieve automated drawing of engineering drawings.

This is an MCP server based on Google's Gemini API, providing text conversation, image generation, and video generation functions. It can be used as an alternative to Codex MCP.

An automatic commit message generation tool based on Git change analysis, leveraging OpenAI's GPT model to generate standardized commit information for code changes.

ChatBI MCP Server is an LLM - based data analysis service that supports code generation, data statistics, and visualization through natural language instructions, and can be integrated with client tools to achieve automated analysis.

MCP-Forge is a scaffolding tool for quickly creating MCP server projects, providing project structure generation, sample code, and testing tools, and supporting two transport modes, SSE and stdio.

The Pinecone Developer MCP Server is a service based on the Model Context Protocol standard, aiming to connect AI tools with Pinecone projects, providing functions such as document search, index configuration, code generation, and data operation.

This project is an MCP server based on Google Cloud Vertex AI Gemini model, providing a rich toolset for code assistance and general Q&A, supporting web search-enhanced answers, document explanation generation, file system operations, and other functions.

The Payload CMS 3.0 MCP Server is a model context protocol server designed specifically for Payload CMS development, offering code validation, template generation, and project scaffolding functions to help developers build applications following best practices.

Claude MCP is a server tool system that enhances Claude's code generation capabilities. By providing the latest documentation and API access, it ensures that the generated code follows the latest best practices. The system supports local or shared deployment, includes tools such as document scraping, and can expand its functions through modularization.