# Development tools

Kokoro MCP Server is a speech synthesis service project developed based on Python, providing a guide for setting up the development environment, a Docker deployment solution, and debugging tools, and supporting multi-architecture deployment and modular development.

An experimental project, not for production use

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

A multilingual project with implementations in Python and TypeScript

A C# server based on the Model Context Protocol (MCP) for analyzing NuGet package dependencies in .NET projects, providing package search, version query, and metadata retrieval functions, supporting caching and custom configuration.

This extension integrates Shopify's dev-mcp service into Zed's Assistant as a context server.

Toolkit for Mailchimp API development

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

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

The Cloudflare MCP service is a standardized protocol based on the Model Context Protocol (MCP) for managing context interactions between large language models (LLMs) and external systems. This project provides an installer and an MCP server, supporting the management of various resources in a Cloudflare account, such as Workers, KV storage, R2 storage, and D1 databases, through natural language instructions. Users can perform various operations in a Cloudflare account using natural language via MCP clients such as Claude Desktop, VSCode (Cline), and Windsurf.

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

A distributed memory bank MCP implementation based on the KùzuDB graph database, supporting repository and branch isolation, and providing AI-driven memory optimization, secure snapshots, and intelligent analysis functions

The Auggie MCP server integrates the Auggie CLI tool into the MCP ecosystem, providing code repository Q&A and change implementation functions, and supporting clients such as Cursor and Claude.

The React Native MCP server is a platform that provides comprehensive development tools, aiming to optimize the React Native development experience. It includes functions such as project initialization, version management, automated upgrades, and Expo integration. It simplifies the development process through AI assistance.

The MCP Probe Kit is a powerful development toolset that provides 23 practical tools, covering the entire process of code quality detection, development efficiency improvement, and project management. It is specifically designed for Cursor AI to help developers improve development efficiency and quality.

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.

An MCP server for interacting with MockServer, allowing AI assistants to create HTTP mock expectations, verify requests, clear the state, and manage MockServer instances.

Context Sync is an open-source AI memory layer that provides persistent memory across sessions and projects for development tools, supports multiple platforms such as VS Code, Cursor, and Claude Desktop, and enables AI context synchronization through the MCP protocol.

An MCP server that automatically collects, summarizes, records, and publishes Vibe Coding sessions, providing 15 document management tools and supporting multi - language and multi - platform publication.

The Cursor IDE is a next-generation code editor designed specifically for AI-assisted development. It integrates the AI capabilities provided by the MCP server and implements AI model integration and development optimization through the Spring AI framework.

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

The VSCode context MCP server provides VSCode environment access and file operation functions for AI assistants, enabling intelligent interaction between the development environment and AI.

Sigovenoi MCP is a model context protocol server that provides coding rules and examples for multiple themes and supports integration with multiple development tools.

Hoverfly MCP Server is a Model Context Protocol (MCP) server based on Spring Boot that integrates the Hoverfly simulation tool into the AI assistant ecosystem, supporting dynamic simulation of third - party APIs to solve the problem of external service dependencies in development and testing.

This project is a resource center for the Cursor AI integrated development environment, containing a collection of rules, protocol services, and tools to improve development efficiency, supporting custom AI behavior and project specifications.

The MCP development server is a project management tool designed for Claude, providing functions such as project context management, file operations, and Docker code execution, supporting the entire software development process.

The auto-dev-next project to be released before April 1, 2026

An MCP server project based on the D programming language for generating UUIDs, supporting batch generation of up to 100 UUIDs and can be integrated into development tools such as Claude Desktop and Github Copilot.

SpaceBridge-MCP is an MCP server integrated with the SpaceBridge REST API, used for automatically managing issues in cross - platform issue trackers. It allows developers to search, create, and view issues directly in the development environment through an AI assistant, reducing context switching and providing intelligent issue duplicate checking.

Yourware MCP is a server tool for uploading projects to the Yourware platform, supporting single-file or directory uploads.