# Development Tools

Project startup involves creating a virtual environment, synchronizing dependencies, and running a development server. Pay attention to code hot reload and API key management, and refer to other MCP service implementations.

The Bio-OS MCP Server is a tool and prompt server based on the model context protocol, providing workflow management and Docker image building functions for Bio-OS, supporting both local and cloud deployment methods.

workers-mcp is a toolkit that connects Cloudflare Workers to MCP clients, allowing developers to expose Worker functions for use by MCP clients such as Claude Desktop.

BaseMcpServer is a basic Docker - based MCP server image that provides a standardized Python environment and protocol support for quickly building and deploying MCP services.

This is an MCP service project based on the NCKUHub API, providing functions for development, testing, and starting the service, and supporting configuration and operation through an AI IDE.

An implementation of a Figma API server based on the Model Context Protocol (MCP), supporting Figma plugin and widget integration, and providing a rich set of Figma operation tools and a development environment.

An MCP server for container runtimes supporting Podman and Docker

This project provides an MCP server/client implementation for interacting with the Limitless Developer API, supporting the acquisition of lifelog data through GET endpoints and including interactive call functionality.

An MCP server tool that provides AI SDK documentation, examples, and provider information

Context7 MCP is a service that provides real - time code documentation for AI programming assistants. It directly obtains the latest library documentation and code examples through the Model Context Protocol, solving the problem of LLM using outdated information. It supports installation in multiple development environments and clients.

This project demonstrates how to set up a basic MCP server application, including installing dependencies, building the project, using the MCP inspection tool, and configuring the Claude desktop client to connect to a custom MCP service.

Figma MCP Python is a tool that allows AI coding agents to directly access Figma files and prototypes, and supports quick integration into the development environment through MCP server configuration.

BuildClub.io Official MCP Server Configuration Guide

Refact Agent is an open - source AI programming assistant that supports multi - language code generation, debugging, and optimization. It integrates with mainstream development tools, can be deployed locally, and provides intelligent code completion and code explanation functions.

A tool for executing bash commands through an MCP server, allowing client applications to remotely execute commands and obtain output results. Pay attention to security risks.

This is a GitHub MCP Server project that supports interaction with LLM models such as Claude via the Model Context Protocol to implement the call and management functions of the GitHub API.

The project introduction includes how to install dependencies, run the service, and notes on building the server.ts file

The MCP full-featured test server implements all the features of the protocol for client development and testing, including complete function demonstrations of tools, resources, prompts, etc.

A custom GitLab MCP server for integrating with AI assistants such as Claude, providing GitLab repository operation functions.

The MCP LLMS - TXT Documentation Server is an open - source tool that allows developers to control IDE and application access to llms.txt document resources through the MCP protocol.

Genkit is an open-source framework for building AI-driven applications, providing Node.js and Go libraries, supporting the integration of multiple AI models and vector databases, and including development tools and a plugin ecosystem.

A curated list of Model Context Protocol (MCP) servers, optimized for AI assistants like Claude, providing services such as file access, database connection, and API integration to extend AI capabilities.

The Aider MCP Server is a bridge connecting AI assistants and the Aider file - editing tool. Through the standardized Model Context Protocol, it provides functions such as file editing, creation, and code extraction, and supports integration with multiple clients.

The MCP Development Server is a project management tool designed for Claude, providing project context awareness and a Docker code execution environment.

An experimental MCP server for the Nylas API, providing API integration resources and tools

The Framelink Figma MCP server is a middleware service that provides access to Figma design data for AI programming tools (such as Cursor). By simplifying the Figma API response, it helps AI more accurately achieve one-click conversion from design to code.

VSCode MCP is a solution for enabling interaction between AI assistants and VSCode through the Model Context Protocol

A VS Code extension that implements the MCP protocol server, allowing AI clients to directly operate the code editor

This project provides a configuration guide for the MCP service integrated with Shortcut, supporting operation in AI development tools such as Windsurf, Cursor, and Claude Code, including installation instructions, FAQs, and local development testing methods.

The Nia Codebase MCP service provides code understanding and integration functions