# Development assistance

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.

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.

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.

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.

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

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.

A command-line tool for consulting advice from software consultants

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

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.

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.

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

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

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

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.

A simple MCP server for Kubernetes

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

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

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.

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.

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.

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

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

Related files for assisting MCP 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.

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 tool that helps developers use Azure App Configuration

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.

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