# Code generation

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.

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.

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.

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.

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.

This is an MCP server project aimed at helping developers quickly integrate a self - hosted Payram payment stack. It provides a series of tools to MCP clients such as GitHub Copilot to achieve one - click evaluation of existing codebases, generation of multi - language code snippets, construction of new applications, access to localized documentation, and verification of the connection with the Payram server, thereby accelerating the development process.

An MCP server implemented in Go language that encapsulates the OpenAI Codex CLI, enabling AI clients to call Codex for code generation, debugging, and repair.

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

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

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

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.

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.

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

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.

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.

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

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.

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

This project includes the MCP server and VSCode extension, which generates HTML, CSS, and JavaScript applications through natural language prompts and uses Google LLM technology to achieve AI code generation.

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.

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.

An MCP server project for connecting the Claude application to the terminal/system to generate code projects

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.

The BaaS SMS/MMS MCP server is a comprehensive model context protocol server that provides SMS and MMS services, supports code generation in multiple languages and frameworks, optimizes CDN templates, and seamlessly integrates with the BaaS platform.

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.

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.

The Mozaic MCP Server is a tool that provides query services for ADE0's Mozaic design system to AI assistants such as Claude. By indexing design tokens, component documentation, icons, and CSS utility classes, it enables AI to obtain design system information and generate code snippets.

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