Developer Tools MCP 服务器

Neural Architect

Facilitates structured thinking and analysis across multiple AI platforms through branch management.

Server Runner

Enables Model Context Protocol (MCP) servers to be accessed via WebSocket connections.

Frontend

Provides a user interface for interacting with Large Language Models through tool-based capabilities using the Model Context Protocol (MCP) Kit.

UIThub

Enables Claude to retrieve and analyze code from GitHub repositories.

QA Sphere

Enables Large Language Models to interact directly with QA Sphere test cases.

Chain Of Thought

Automates task management for AI Agents by converting natural language into structured development tasks with dependency tracking.

Figma

Enables AI assistants to interact with Figma for reading data and analyzing designs via WebSocket.

LaunchDarkly

Provides an official Model Context Protocol (MCP) server for LaunchDarkly.

ACP

Connects Agent Communication Protocol (ACP) agents with Model Context Protocol (MCP) clients, enabling seamless integration between ACP-based AI agents and MCP-compatible tools.

Cucumber Studio

Provides large language models with access to Cucumber Studio's testing platform via Model Context Protocol.

ESP32-CAM AI

Enables an ESP32-CAM to interact with AI/LLM applications by exposing camera, LED, and system controls via the Model Context Protocol.

Muster

Provides a universal control plane for AI agents and platform engineers to manage and interact with Model Context Protocol (MCP) servers.

Knowledgebase

Provides a standardized connection layer between artificial intelligence systems and diverse biomedical resources.

Kanboard

Transforms natural language commands into Kanboard API calls, enabling intelligent automation of project, task, and user management.

Vibe Composer

Compose multi-track music by interacting with a Large Language Model and outputting to MIDI devices.

Spec-Coding

Guides AI-powered IDEs through a comprehensive spec-driven development workflow, from goal setting to task execution.

ReportPortal

Bridge ReportPortal instances with AI chat assistants to enable natural language querying of test runs and results.

Security Controls

Provides a comprehensive platform for mapping and searching 1,451 security controls across 261 frameworks, making them AI-accessible.

Baepsae

Enables direct automation of iOS simulators and macOS applications via a local MCP server.

DotBot

Integrates with editors via ACP and extends tool capabilities through MCP, offering a lightweight .NET AI assistant with pluggable skills and commands across diverse runtime environments.