# Development tools

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.

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

A server that exposes OpenAPI endpoints as MCP resources, enabling large language models to discover and interact with REST APIs through the MCP protocol

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

The AutoDev MCP example project demonstrates the configuration of Model Context Protocol services implemented in multiple languages

Meta MCP Server is a meta-server that can create other MCP servers, providing dynamic server generation and automated file management functions.

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.

MCP Sniffer is a reverse proxy tool used to capture network traffic between MCP clients and servers, providing a Web UI to visualize request and response data.

An MCP server that provides a cross - platform programming resource search tool, integrating developer platforms such as Stack Overflow, GitHub, and MDN to help LLMs find code examples, documentation, and software packages.

MCP server that provides text-to-speech services for Claude Desktop, Cursor IDE, etc.

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

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

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

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.

Node.js type definition package

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.

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

A server - side project based on TypeScript, supporting running in development and production modes, and can be integrated through the Cursor IDE.

The Windows Command Line MCP Server is a secure intermediary service that allows AI models to interact with the Windows system through strictly controlled permissions, providing functions such as command-line operations, project creation, and system information query.

An MCP server that provides a standardized file system operation API, mainly used for prototyping and error log integration.

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

User guide for ImageMagick MCP Server

The MCP server provides code analysis and documentation generation tools, supporting functions such as project code collection, structure analysis, and automatic report generation. It has a developer mode and high-quality testing standards.

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.

This is a Deno - based MCP server project that provides basic tool support for Claude, Cursor, and Roo Code, including integration functions for platforms such as GitHub, JIRA, and Slack, as well as development status monitoring tools.

MCP server configuration tool for the Sentry error monitoring system

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.

An MCP service testing project based on the SSE protocol

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

A multilingual project with implementations in Python and TypeScript