# Development assistance

A Laravel Artisan command execution server based on the MCP protocol that allows securely managing local Laravel projects through an AI assistant.

This project tests the capabilities of LLM in information retrieval, API integration (such as IGN's APICARTO and GéoPlateforme services), and code generation through ChatGPT, including functions such as geocoding and postal code query, and explores the application of AI in technical evaluation and development assistance.

This project provides a guide for integrating AI chat functionality into Android Studio, enabling developers to interact with code and projects using natural language, including functions such as code Q&A, modification, explanation, and debugging.

MCP Maker is a dedicated tool for helping to create new MCP servers

Xcode MCP bridging tool wrapper that solves the compatibility issue between the MCP bridge of Xcode 26.3 and clients such as Cursor that strictly follow the MCP specification, ensuring the normal operation of the tool by converting the response format

An implementation of the MCP server for Starwind UI, providing developers with a toolset for interacting with Starwind UI components, supporting functions such as project initialization, component installation, and document query.

A development documentation server based on the MCP protocol, providing functions such as document crawling, local loading, precise search, and detail retrieval, to solve the document hallucination problem in AI development.

This project implements an MCP server for interacting with Adobe Commerce, supporting interaction with Adobe Commerce via the GraphQL API and providing schema query and operation writing functions.

The JetBrains MCP Server plugin enables seamless integration of large language models with JetBrains IDEs, providing server-side processing and custom tool extension points.

A development document server based on the MCP protocol, providing accurate framework document retrieval services and solving the API hallucination problem in AI development.

GitHub Explorer MCP is a server that provides information about GitHub repositories, including file content, directory structure, and other metadata. It supports multiple MCP clients for use.

An MCP server wrapper tool for breaking through tool restrictions and supplementing missing concepts, fully supporting the Model Context Protocol (MCP).

GitLab MCP Server is a service based on the Model Context Protocol (MCP) that provides seamless integration with the GitLab API and supports developers and AI tools to achieve advanced automation and interactive functions in the GitLab ecosystem.

The Dev Proxy MCP Server is a tool that provides Model Context Protocol (MCP) services for Dev Proxy, allowing AI assistants to interact with Dev Proxy functions through the MCP standard, including creating configurations, getting help, and discovering features.

An MCP server implemented in TypeScript that provides access and operation support for shadcn/ui components to AI assistants, including obtaining source code, sample code, and installation guides.

A lightweight MCP server designed specifically for LLMs, used for quickly testing and exploring REST APIs. It allows direct interaction with API endpoints through natural language without writing test code.

An MCP server wrapper tool for breaking through tool limitations or concept deficiencies and fully supporting the Model Context Protocol (MCP).

A simple MCP server for Kubernetes

Cargo MCP server, a tool for supporting crates.io and rustdoc

A developer helper tool named COCO that provides code review and pair programming assistance functions, and can help developers improve code quality through questions.

Croft is an MCP server toolkit specifically designed for local Laravel development. It provides a variety of development assistance functions through Artisan commands, such as getting screenshot URLs, reading logs, and viewing database structures. It supports extension with custom tools.

An MCP server wrapper tool for breaking through tool limitations and missing concepts and fully using the model context protocol.

mcp-installer is a service tool for installing other MCP servers. It supports installing Node and Python servers through npm or PyPi, simplifying the deployment process of MCP servers.

An MCP server that provides real-time documentation access for the Effect ecosystem, supporting core packages and ecosystem packages. It can intelligently identify imports in the code and retrieve the latest documentation.

Related files for assisting MCP development

An MCP service that prevents AI hallucinations. When AI is uncertain, it can ask humans for help instead of being over - confident, improving development efficiency through a simple Q&A mechanism.

A TypeScript-based MCP server tool for testing REST API interfaces via Cline, supporting multiple HTTP methods and authentication methods.

MCP Reporter is a utility for generating Model Context Protocol (MCP) server capability reports, helping developers understand the available functions in their MCP server ecosystem.

A Model Context Protocol (MCP) server for Rollbar, providing a variety of tools to query Rollbar project data, such as getting error details and deployment records.

An MCP service tool that converts REST API code into Postman collections and environment configurations, supporting automatic synchronization of API endpoints and environment variables to Postman.