# Development tools

Napier is a tool for installing and managing MCP servers. It supports installing servers through npm or PyPi and can be configured and operated through Claude.

The JetBrains MCP proxy server is used to forward requests between the client and JetBrains IDEs

ToolHive is a lightweight tool designed to simplify the deployment and management of MCP servers, providing ease of use, consistency, and security.

An experimental project, not for production use

An improved GitLab MCP server that provides rich GitLab operation interfaces and enhanced features

Kokoro MCP Server is a text-to-speech synthesis service project developed based on Python. It provides a complete solution for development environment setup, dependency management, testing, and deployment, and supports Docker containerization deployment and multi-architecture building.

The AWS CodePipeline MCP Server is a model context protocol service integrated with Windsurf and Cascade, providing a standardized management interface for AWS CodePipeline.

This project provides an interface for AI assistants to access Haskell documentation. By retrieving authoritative documentation on Hackage in real - time, it solves the problem of insufficient training data for AI in the Haskell field and improves the accuracy of code generation and explanation.

Contrast MCP Server is a bridge that connects Contrast security data with AI agents/LLMs, helping developers and security professionals quickly fix vulnerabilities. It supports multiple deployment methods, including local running and Docker containers, and can be integrated with tools such as VS Code and Copilot.

The JetBrains MCP proxy server is a service tool for forwarding requests between clients and JetBrains IDEs. It supports integration with clients such as Claude Desktop and provides multi-IDE connection configuration and troubleshooting functions.

A multilingual project with implementations in Python and TypeScript

Claude Command Runner is an MCP server that connects the Claude desktop application with terminal tools. It supports intelligent command execution, automatic output capture, and comprehensive v3.0 features, improving development efficiency.

This project provides a set of development toolkits, including AI - assisted templates and utility scripts, to improve development efficiency and project management standardization.

Toolkit for Mailchimp API development

The MCP service project on Github, supporting Cursor or Claude tools

An MCP server that connects Claude to Contentful CMS, supporting the retrieval of content types and entry data.

An MCP server based on TypeScript that implements a simple note-taking system, providing note resources and creation tools.

A documentation service based on the Model Context Protocol, providing the latest library documentation support for LLMs and AI code editors

This is an MCP server project designed for self-hosted Supabase instances, providing functions such as database management, schema query, user authentication, and storage inspection, simplifying the interaction between the development environment and local Supabase.

A public code package search project maintained by Chroma, containing indexes of over 3,000 packages from registries such as npm and PyPI, providing an MCP server for code search and retrieval.

A localized MCP server designed for PrestaShop development documentation, providing fast full-text search for over 1095 offline documents, including hooks, components, APIs, and development guides.

Dolphin-MCP is a semantic code search server based on the Model Context Protocol, enabling intelligent retrieval of code and documentation across repositories through the Dolphin API. It supports parallel snippet retrieval and various filtering options.

Acemcp is an MCP server for codebase indexing and semantic search, supporting automatic incremental indexing, multi-encoding file processing, .gitignore integration, and a Web management interface, helping developers quickly search for and understand code context.

A Zoo toolset MCP server based on the Model Context Protocol, providing AI tools such as text-to-CAD, and supporting integration with platforms like Claude and Codex.

An MCP server based on Rails version difference data, providing tools to list and compare file changes between Rails versions and obtain difference patches for specific files.

A TypeScript starter project for the NestJS framework, providing a complete development environment for building efficient and scalable server-side applications

A server-side project that implements the Model Context Protocol (MCP), supporting AI assistants to interact with external services and data sources, and providing functions for task creation, running, and debugging

The Context7 MCP Server is an extension developed for the Zed Editor. It integrates the Context7 service to provide the latest documentation support for the assistant, solving the problem of LLMs using outdated information.

This is an MCP server project based on the OpenAPI specification, supporting multiple transmission modes and including a complete development toolchain and testing process.

The SDKMAN interactive command-line tool provides a convenient interface for browsing, filtering, and installing SDKs, supports all SDKMAN candidate versions, and can integrate with an AI assistant to manage the development environment through natural language.