# AI Tool

A chain of thought MCP server that uses the Groq API to call the Qwen model, enhancing the ability of AI to handle complex tasks through external thinking tools.

DiffuGen is an advanced local image generation tool that integrates the MCP protocol, supports multiple AI models, and can seamlessly generate high - quality images in the development environment.

The W&B MCP Server is a tool based on the Model Context Protocol that allows users to query and analyze experimental data, trace records, and reports on the Weights & Biases platform through natural language, and supports integration with multiple AI development environments.

MCP Email Verify is a lightweight server based on the Model Context Protocol (MCP) for real-time verification of email address validity. It checks email format, domain name validity, and deliverability through AbstractAPI and is suitable for integration into AI applications such as Claude Desktop. The project offers simple deployment and MCP compatibility, supporting Python environments.

The MCP Search Server is a protocol service that provides Google search functionality for AI models. It supports caching and advanced search configurations and enables information retrieval through Docker deployment.

Xmind Mind Map Generation MCP Service

An MCP server implementation that connects an AI agent with Google Flights data, supporting flight information query, cheapest option search, time filtering, and best recommendations.

An MCP server that provides audio input and output functions for AI assistants

An MCP server for controlling YouTube music playback

An AI-based code review tool for GitLab merge requests that uses Anthropic's Claude model to automatically analyze code quality, style, and security issues and provides review suggestions.

Unleash Feature Flag Management MCP Server

The MCP server of PuppyGraph, supporting querying graph data via Gremlin and Cypher

An MCP server that provides audio playback functionality for AI agents, can play prompt sounds when coding tasks are completed, supports custom audio and intelligent fallback mechanisms, and currently mainly supports the macOS platform.

A simple reminder system designed for Claude, supporting cross - session memo saving to help AI manage tasks and ideas.

MCP Mermaid is a tool that dynamically generates Mermaid charts and graphics through AI, supporting multiple export formats and theme configurations, suitable for various development environments and platforms.

Flyworks MCP is a free and fast zeroshot lipsync tool that automatically synchronizes the lips of digital human videos with audio through an API interface and supports various styles of digital avatars.

DOCRET is a server project based on the MCP protocol, aiming to provide AI assistants with the ability to dynamically retrieve the latest official documentation of Python libraries.

An MCP server based on Go language that implements the function of generating images from text descriptions through OpenAI's DALL-E API, supporting integration with large language models such as Claude.

A MySQL database operation service based on the Model Context Protocol. It provides a standardized interface for AI models to interact with MySQL databases, supporting functions such as querying, executing SQL, and managing table structures.

The Gaia MCP Server is a server implementation based on the Model Context Protocol (MCP), supporting communication with large language models (LLMs) through stdio and SSE. It provides a standardized tool - calling interface and especially integrates AI image generation and processing functions.

The PDF Reader MCP service provides AI agents with a secure and flexible function to extract content from PDF files, including text, metadata, and page count information. It supports local and remote PDF files and is easy to integrate into the MCP environment.

This project demonstrates how to deploy a remote MCP server on Cloudflare Workers and implement OAuth login functionality. It supports local development and debugging, connection testing through the MCP checker, integration with the Claude desktop application, and can ultimately be deployed to Cloudflare's cloud services.

The Wikipedia MCP Server is a tool that provides Wikipedia information query services for large language models. It enables real - time data access through a standardized protocol interface and includes functions such as searching, article retrieval, and summary generation.

A Meme - generating MCP server based on the ImgFlip API, providing tool support for AI models to generate memes.

The SlimContext MCP server is an AI chat history compression tool based on the SlimContext library, providing two compression strategies for clients through the Model Context Protocol: token - based trimming compression and AI - driven intelligent summary compression.

The Storm MCP server is an open protocol that enables seamless integration of LLM applications with RAG data sources and tools, supports custom embedded models and vector database connections, and provides functions such as context sharing, tool systems, and file management.

An MCP service for image generation based on Together AI and Replicate

MCP Flight Search is a flight search service based on the Model Context Protocol (MCP). It implements flight query functions by integrating SerpAPI Google Flights, supports one-way and round-trip flight searches, and provides an MCP-compatible tool interface.

An MCP server integrated with the Gemini CLI tool, providing chat, content generation, and model list functions.

The GitHub Code Review MCP service is a code review tool based on Claude AI, providing automated code review, security vulnerability scanning, performance analysis, etc. for GitHub repositories, and supporting integration with the MCP protocol.