# Code Generation

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.

This project is a JSON-RPC server that encapsulates the OpenAI Codex CLI tool as an MCP service for Claude Code to call. It provides dedicated methods for code generation, explanation, and debugging, supports multiple model selections, and simplifies the integration process between Claude and OpenAI models.

An MCP server based on Spring Boot and Spring AI that provides a jOOQ documentation query tool, supports local document storage, full - text search, and code example extraction, and can be deployed via Docker or Fly.io.

An MCP server that provides Vonage API documentation, code examples, tutorials, and troubleshooting resources for AI assistants, supporting functions such as searching documents, generating code, and finding tutorials.

MCP Tool Factory is a TypeScript project that can quickly generate production-ready MCP (Model Context Protocol) servers from natural language descriptions, OpenAPI specifications, database schemas, GraphQL schemas, or ontologies. It supports 10 LLM providers, has functions such as cost tracking, parallel generation, and LLM response caching, and is itself an MCP server that can be directly integrated with AI assistants such as Claude for use.

The Markdown Sidecar MCP Server is a structured tool for providing and accessing Markdown documentation of NPM packages, Go modules, or PyPi packages from an MCP server.

A Swagger/OpenAPI document parsing and code generation server based on the MCP protocol, supporting the generation of TypeScript types and API client code for multiple frameworks, with special optimization for handling large documents.

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

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

Vibe Coder is an MCP server designed to enhance the software development capabilities of AI assistants by integrating multiple development tools and AI capabilities.

An MCP server framework written in C language that automatically generates code through annotations, simplifies the development process, and allows you to focus only on the implementation of core functions.

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

The Metal MCP server provides document search and code generation functions for the Metal framework

An MCP server that provides shadcn/ui component integration for AI workflows, supporting React, Svelte, and Vue frameworks. It includes functions for accessing component source code, examples, and metadata.

A tool based on the Model Context Protocol (MCP) that helps developers quickly set up and generate go-zero projects, providing functions such as API service, RPC service, model generation, and project analysis.

pforge is a framework for declaratively building MCP servers using YAML configuration. Based on the Rust pmcp SDK, it supports generating optimized Rust code through configuration files and provides multiple tool processor types and language bridging functions.

The Roblox Studio MCP server is a TypeScript implementation designed specifically for Roblox Studio development, providing resources, tools, and prompts, and supporting LLM applications to access Roblox Studio documentation, templates, and code generation features through standardized interfaces.

A UI/UX design automation suite based on the MCP protocol that enables end-to-end workflows from design inspiration to development and delivery through AI assistance. It includes three core functions: web inspiration collection, Figma design integration, and React code generation.

OpenZeppelin Contracts Wizard is an interactive smart contract building tool that allows users to generate contract code based on OpenZeppelin components by selecting contract types, parameters, and functions. It supports multiple programming languages and provides API and embedding functions.

A tool that fetches problem information from LeetCode via the MCP service and automatically creates a local programming practice environment. It supports multiple programming languages and includes code template and test case generation.

An MCP server based on the LlamaIndexTS library, providing multiple LLM tool functions

A tool to help users create custom MCP servers using FastMCP, providing interactive configuration and code generation functions.

AutoMCP is a tool that automatically generates server and client code compatible with the MCP protocol based on YAML service definitions, supporting the rapid implementation of tool functions and the organization of service code.

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.

A workflow intelligent assistant for JD's FOP platform based on the MCP protocol, providing a one-stop solution for requirement analysis, code generation, and flowchart creation.

MeshSeeks is an AI task-solving platform based on multi-agent parallel processing technology. By creating a specialized AI agent network, it enables the rapid decomposition and collaborative resolution of complex coding problems. The project offers 4 times the context capacity, a real-time status panel, and intelligent task coordination functions, significantly improving development efficiency (benchmark tests show a 3.64-fold speed increase).

A project for generating OpenAPI code using a Swift command-line tool

Vibe Coder is an MCP server that provides powerful software development tools for AI assistants, including code generation, research, planning, and project scaffolding functions.

The MATLAB MCP server is a powerful tool that integrates MATLAB with AI, supporting the generation of MATLAB code through natural language, the execution of MATLAB scripts, and direct access to MATLAB documentation.

The Kalendis MCP tool is an MCP server and client generator for integrating the Kalendis scheduling API, providing TypeScript client generation, API route generation, and full endpoint support.