# Development Tool

The Vonage AI Code Assist MCP Server is a tool based on the FastMCP framework that helps developers quickly query Vonage API documentation and integrate communication functions through AI.

The Roo Activity Logger is an MCP server used to automatically record the activities of Roo Code (Cline), including command execution, code generation, etc., and saves the logs as JSON files for subsequent search and analysis.

The Metal MCP server provides document search and code generation functions for the Metal framework

The Copilot Studio Agent Direct Line MCP Server is a local MCP server that allows developers to directly interact with Microsoft Copilot Studio Agents in their code editors through the Direct Line 3.0 API, providing functions such as conversation management, message sending, and history retrieval.

This extension integrates the Webflow MCP Server into the Assistant function of the Zed editor for use as a context server.

Implementation of the MCP server for the Tembo cloud platform

A TypeScript-based server project that supports running in development and production modes.

An MCP server that provides OpenAPI specification interaction services for large language models, supporting loading, exploring, and querying API structures

An MCP server based on TypeScript, designed specifically for Drupal, providing resource, tool, and prompt functions, and supporting integration with Claude Desktop.

The TianGong AI Model Context Protocol (MCP) Server supports multiple communication protocols, including STDIO and Streamable Http, and provides convenient deployment and development support.

This is a project created based on the Next.js framework, initialized with create-next-app, supporting multiple package managers to run the development server, and integrated with Vercel's Geist font optimization.

A server based on the Model Context Protocol (MCP) that provides access to Laravel documentation and extension package recommendation functions, supporting AI assistants and language models to obtain Laravel-related resources.

The Mintlify Starter Kit is a documentation template toolkit that provides functions such as guide pages, navigation, customization, API reference, etc., and supports local preview and automatic deployment.

A Python - based biodiversity model protocol server project that supports rapid deployment, development, and debugging.

The AutoNavi Map Navigation MCP tool is an interactive map navigation system based on FastAPI and fastmcp, supporting three navigation modes: driving, cycling, and walking. It realizes real-time route planning and session management through WebSocket and is only for local development testing.

This is a project based on the Next.js framework, initialized using create-next-app, supporting multiple package managers to run the development server, and integrating Vercel's Geist font optimization.

This project is an MCP server based on the Klarna payment API that automatically generates and supports multiple development tools and testing processes.

A local code indexing and semantic search tool

A Codecov Model Context Protocol server based on TypeScript that provides code coverage analysis tools and test suggestion functions.

This is a Go language project for testing the MCP server, including a standard project structure, development environment configuration, and basic operation guides.

This is an AI Development Assistant MCP Server project that provides intelligent coding assistance tools, including code architecture generation, UI screenshot analysis, and code review functions. It is mainly used for tutorial demonstrations rather than production environments.

Zen MCP is a multi-model AI collaborative development server that provides enhanced workflow tools and cross-model context management for AI coding assistants such as Claude and Gemini CLI. It supports seamless collaboration of multiple AI models to complete development tasks such as code review, debugging, and refactoring, and can maintain the continuation of conversation context between different workflows.

The CTP trading interface MCP server developed based on vnpy_ctp requires the installation of the corresponding operating system compiler in advance.

The MCP server for ROS2 enables AI tools to connect to ROS2 nodes, topics, and services through the standard MCP protocol. It provides functions such as topic subscription and publishing, service calls, and action control, supports nested fields and automatic type discovery, and simplifies the integrated development of AI and ROS2.

An MCP server for searching MCP protocol documents, providing intelligent search and document acquisition functions based on the BM25 algorithm.

An MCP server and CLI tool that provides search and retrieval of over 200,000 icons, supports more than 150 icon libraries, and helps AI assistants and developers quickly obtain and use icons.

The SignNow API Assistant MCP server provides integration support tools such as document query, code example generation, authentication guidance, and error troubleshooting for developers using the SignNow electronic signature API.

MCP Debug is a debugging and development tool for Model Context Protocol servers, supporting hot replacement, session recording and playback, and proxy functions, helping developers quickly test and debug MCP servers.

Queue Pilot is an MCP server for message queue development, supporting RabbitMQ and Kafka. It provides message inspection, JSON Schema validation, and queue management functions, enabling the development and debugging of message brokers through an AI assistant.

This is a web - based MCP server testing application used to demonstrate the functions of an MCP client running in a typical web hosting environment.