# Development assistance

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

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.

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.

A simple MCP server for Kubernetes

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.

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.

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.

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.

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.

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.

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

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

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

An MCP server tool that helps developers use Azure App Configuration

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

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

GoDevMCP is a project that provides convenient tools for Go language development, integrating the Model Context Protocol (MCP), including functions such as code search, document viewing, and project navigation.

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

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.

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.

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.

Related files for assisting MCP development

An MCP server wrapper tool for breaking through tool restrictions and supplementing missing concepts, 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.

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.

A command-line tool for consulting advice from software consultants