# Development assistance

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

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.

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.

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.

A command-line tool for consulting advice from software consultants

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 limitations or concept deficiencies and fully supporting the Model Context Protocol (MCP).

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

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.

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 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.

The Corrode MCP Server is a code model context protocol server implemented in Rust, designed specifically for Rust developers. It provides functions such as Crates.io integration, code analysis, file operations, and shell command execution, and supports the standardized connection between LLM applications and external data sources.

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

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

Slim-MCP is a project that provides Python tool extensions for Claude AI. It implements functions such as calculators, weather queries, and time retrieval through the MCP protocol, and supports integration with desktop applications and IDEs.

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

A simple MCP server for Kubernetes

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

ProjectDocHelper is an MCP server tool used to automatically generate project documents and integrate them with AI development tools through the MCP protocol, improving the accuracy and relevance of AI responses.

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

The Payman AI Documentation MCP Server provides convenient document access and integration support for developers

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.

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.

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 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.

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.

The Local Scanner MCP Server provides scanning, validation, and screenshot functions for local code and web pages for AI assistants

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.

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.