# Development Tools

A TypeScript MCP Server designed for Drupal, providing resources, tools, and prompt functions

An experimental MCP server developed for the Kafka monitoring tool AKHQ, which helps AI assistants connect and assist users in working with AKHQ

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.

An MCP server for implementing human-computer interaction workflows, suitable for tools such as Cline and Cursor.

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

This is an MCP server project based on the OpenAPI specification, supporting automatic generation and multiple transmission modes, and including a complete development toolchain and testing process.

The Metal MCP Server provides document search and code generation functions for the Metal framework, supporting natural language queries and code generation in multiple programming languages.

A TypeScript MCP server that provides reference information for shadcn/ui components

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.

An MCP server starter project based on TypeScript, providing a simple echo service implementation, supporting tool, resource, and prompt template functions, including a development server and debugging tools, suitable for local development and remote deployment.

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.

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

This is an MCP server project based on the OpenAPI specification, used for the Google Fitness API, supporting automatic generation and multiple transport modes.

An MCP service based on a GitHub template for running Shell scripts via commands in Cursor.

The UnifAI SDK now integrates the MCP server and supports TypeScript and Python languages

An MCP protocol server that implements web search functionality based on the Tavily API and can be installed and used via the Claude extension

MCP Server Configuration and Development Tools

A project that encapsulates the Go language server protocol based on gopls, providing language service functions such as code navigation, diagnosis, and refactoring through the MCP protocol

A verified collection of secure MCP servers, including implementations, documentation, and examples for various integrations and tasks.

An MCP server that provides code refactoring tools, supports regular search and replacement, and context-aware code modifications. It can be integrated into MCP-compatible clients or used directly through the CLI.

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

This is an MCP server project based on the OpenAPI specification, used to handle the ShipEngine API, supporting multiple transmission modes and development toolchains.

This project provides a server based on the MCP protocol for connecting the SAP ABAP system with development tools and supports a variety of ABAP development operations.

Upstash MCP Server is a service based on the Model Context Protocol (MCP) that allows users to interact with the Upstash developer API through natural language to manage Redis databases and other operations.

An MCP server that provides tools for interacting with the Dash documentation browser API, supporting functions such as listing docsets, searching for documentation, and enabling full-text search.

MCP Server Development Guide and Multi - language Examples

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.

Convert the Model Context Protocol document into an MCP server, providing a complete protocol specification query service and supporting the retrieval of detailed content by section.

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.