# Code generation

A D3.js Model Context Protocol (MCP) server based on TypeScript and Express, providing D3 visualization documentation, chart recommendation, and code generation functions.

Sketch Context MCP is a model context protocol server used to integrate Sketch design files with IDEs such as Cursor, enabling an AI - driven workflow from design to code, and supporting real - time two - way communication and design element operations.

An MCP Server integrating MATLAB and AI, supporting code execution and generation

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.

Zion MCP is a language-independent AI-driven framework for automatically generating project scaffolds, supporting multiple languages and an extensible plugin system.

A local scientific paper auxiliary reading system based on the MCP protocol, providing PDF parsing, in-depth mathematical formula parsing, code generation, and visualization functions, supporting local LLM enhancement and knowledge management.

The Stellify MCP server is an AI-native code generation platform that allows AI assistants to interact with Stellify projects through structured JSON operations, enabling incremental building of Laravel and Vue.js applications, and supporting code parsing, automatic dependency resolution, and installation of global libraries.

A chain-agnostic tool that can automatically generate typed MCP servers from files such as the ABI/IDL of smart contracts, enabling large language models to call contract functions through a standard protocol.

A development planning server based on the MCP protocol, integrating the ClaudeCode - DevPlanBuilder methodology into Claude Code. Through a workflow of structured interviews, detailed plan generation, Haiku execution, and Sonnet verification, it transforms ideas into executable development plans, including experience learning and GitHub issue fixing functions.

A high-performance SQLite MCP server that uses the innovative Codemode code generation method, enabling LLMs to perform database operations by generating Go code. This significantly improves efficiency and reduces latency compared to traditional tool invocation.

An MCP server based on Milvus that helps generate pymilvus code by retrieving relevant code snippets and documentation

An MCP server that provides tools and resources for the R language tidymodels ecosystem, supporting package management, function search, code generation, and issue query functions.

A Postman-based AI tool generation server that can convert Postman collections into type-safe code and support the integration of multiple AI frameworks.

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.

The Cloudscape MCP Assistant is a server that enhances the Roo AI functionality, providing comprehensive support for the AWS Cloudscape design system, including component discovery, document access, and code generation.

The Zebrunner MCP Server is an AI assistant tool integrated with Zebrunner test case management, helping QA teams manage test cases, test suites, and execution data through natural language, including an intelligent rule system and code generation functions.

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

An OpenAPI specification exploration server designed for Claude/Cursor, which helps users search for and understand API documentation through a three - step process.

An MCP server based on Aider, providing AI programming capabilities and supporting multiple models and transport protocols.

Titan Memory Server is a neural memory system based on Google research, providing sequence learning and prediction functions, supporting memory state management and model persistence.

Codigma MCP Server is a backend service that supports converting Figma designs into semantic HTML and CSS code. It can optionally generate TailwindCSS styles and provides API interfaces to handle the entire process from design to code.

Moonbridge is an MCP server that allows multiple AI coding agents (supporting backends such as Kimi, Codex, OpenCode, Gemini) to be generated in parallel from MCP clients such as Claude Code and Cursor, used to try multiple code solutions simultaneously, enabling parallel exploration and task execution at a lower cost.

A project for quickly generating API interface encapsulation code through the Cursor tool

This project demonstrates how to combine the Apifox MCP service with Cursor Composer to implement an automated interface development process. After users clone the Apifox MCP project, configure environment variables and start the service, then create a Nestjs project in Cursor and connect through MCP configuration, use the Apifox collaborative link to automatically generate interface code, and finally complete interface testing.

The OpenAPI MCP Server is a model context protocol service for Claude/Cursor that supports searching and exploring OpenAPI specifications through oapis.org. It helps users obtain the identifiers of APIs, summaries described in simple language, and detailed information about endpoints through a three-step process. It is suitable for API exploration and code generation.

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.

Payload MCP is an AI - assisted tool server developed specifically for Payload CMS. It provides code generation, validation, project building, and query analysis functions through the standardized Model Context Protocol (MCP) to help developers more efficiently build and manage Payload CMS projects.

A Python function generation server based on the MCP protocol that can automatically generate Python code based on descriptions and support manual test verification

Pulumi Example Generation MCP Server, used to generate complete constructor examples for Pulumi resources

The Cursor IDE is a next-generation code editor designed specifically for AI-assisted development. It integrates the AI capabilities provided by the MCP server and implements AI model integration and development optimization through the Spring AI framework.