# Development tools

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the Context7 service to provide the latest documentation support for the assistant, solving the problem of LLMs using outdated information.

A UUID v4 generation server based on the MCP protocol, providing a simple installation and usage process, and supporting deployment in development and production environments.

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

MCP server configuration tool for the Sentry error monitoring system

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.

MCPverse is a project that centrally manages information about multiple Model Context Protocol (MCP) servers, providing detailed information such as installation guides and environment variable configurations, and supports access via an npm package or a web interface.

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.

Rongda MCP server configuration and development tools

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

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 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.

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

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

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

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

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 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

An MCP server based on Sourcegraph, providing AI-enhanced code search capabilities, supporting advanced queries and content retrieval across code repositories.

A collection of 46 professional AI sub - agents to expand the functionality of Claude Code, covering multiple fields such as development, architecture, language, infrastructure, quality and safety, data AI, etc., and achieving task optimization through specific model allocation.

An MCP server for agent development tools, providing secure operations under the root project directory, including executing Makefile commands, file operations, and Git operations. Suitable for integration with AI-assisted development tools such as VS-Code copilot.

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.

An MCP server used to obtain the latest stable versions of dependent packages in multiple ecosystems (such as Python, NPM, Go, GitHub Actions, etc.) and the latest versions of nearly a thousand development tools (such as Python, Node.js, kubectl, Terraform, etc.), helping AI programming assistants avoid using outdated dependency versions when generating code.

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.

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 MCP protocol server for searching and discovering other MCP server implementations