# Development tools

ws-mcp is a tool that encapsulates MCP standard input-output servers as WebSockets, mainly used in conjunction with kibitz and supports managing multiple MCP services through a configuration file.

User guide for ImageMagick MCP Server

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.

An MCP protocol server that searches for npm packages by calling the npm search command

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.

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.

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.

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.

A security tool that prevents API keys from being accidentally committed to the Git repository by loading keys from a configuration file in the user's home directory and injecting them into the MCP service environment.

The Electron MCP Server is a server based on the Model Context Protocol (MCP), providing comprehensive automation, debugging, and observability capabilities for Electron applications. It implements AI-driven automation through the integration of the Chrome DevTools protocol, supporting real-time UI interactions, visual debugging, deep inspection, and development observability, and can work without modifying the target application's code.

The MCP server of InstantDB, providing query interfaces and example tools

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.

An MCP server based on UseWebhook for generating, testing, and debugging webhook endpoints, supporting request inspection, replay, and forwarding functions.

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.

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.

A Model Context Protocol server that provides tools for querying Codecov code coverage data, supporting codecov.io and self-hosted instances.

A GDPR compliance MCP server that integrates the GDPR knowledge base, compliance workflows, and code analysis tools into the IDE to help developers identify and address data protection requirements in the early stages of development.

The MCP Registry is a platform that provides a list of MCP servers for MCP clients, similar to an app store for MCP servers. The project is currently in the preview stage, the API has been frozen, it supports multiple authentication methods to publish servers, and provides a complete development environment and documentation.

An MCP server that provides access to the awesome-copilot proxy and resource collection, supporting fast installation and multiple operation modes.

This is an example project of an MCP (Model Completion Protocol) server implemented for esa.io, not for production use, providing a development environment and tool implementation.

An MCP protocol server that integrates AI agents with MagicPod

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.

A server that provides npm package search functionality through the MCP protocol

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 for the Espresso Android testing framework, aiming to enhance testing capabilities and optimize the development process.

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

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.