The MCP service of ComfyUI provides image generation and prompt optimization functions, supporting automatic size adjustment and random seed generation.

The Gemini CLI Orchestrator is a multi-step code analysis tool based on Google Gemini AI. It guides developers through a systematic analysis via a structured workflow rather than replacing human thinking. It offers four core functions: analysis planning, prompt optimization, iterative analysis, and result synthesis, and is suitable for complex scenarios such as security audits and performance optimization.

The Context Engineering MCP Platform is an AI context management and optimization platform that designs, manages, and optimizes the input information of AI models through a systematic approach, realizing the engineering of prompt engineering. The platform provides functions such as intelligent analysis engines, optimization algorithms, and template management, significantly improving AI response quality, reducing API costs, and supporting multimodal content processing.

An MCP server based on the Amazon Bedrock Nova Canvas model, providing high-quality AI image generation services, supporting functions such as text description image generation, negative prompt optimization, size configuration, and seed control.

The project uses TypeScript and Node.js to develop an MCP server and integrates the LLM Studio API to optimize question answering, supporting dynamic prompt optimization

An MCP server for intelligently optimizing Claude code prompts, featuring automatic language task detection, interactive optimization, and no API dependency.