# AI Tool

The MCP Linear App is an AI tool that integrates with Linear through the Model Context Protocol (MCP), allowing AI assistants to directly interact with the Linear platform to achieve functions such as issue searching, creating, updating, and commenting.

An MCP server that provides file system operations for Claude AI

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.

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.

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.

The SmallCloud MCP Server is a demonstration project based on the Anthropic Model Context Protocol SDK, mainly used in conjunction with MCP hosts such as Claude Desktop. This project provides a demonstration version for Mac OS, includes a simple tool example, and supports integration with Claude Desktop through a configuration file.

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.

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.

A Perplexity AI desktop application based on Electron, with full system permissions and features, including clipboard operations, drag-and-drop functionality, voice and media permissions, etc.

A tool for analyzing and simplifying n8n workflow JSON files, extracting key information to generate clear summaries and helping Claude understand complex workflows.

The NASA MCP Server is a standardized interface server that provides a unified way for AI models to access various NASA data sources.

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.

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

The Vidu MCP Server is an interface service based on the Model Context Protocol for interacting with the Vidu video generation API, providing functions such as image - to - video conversion, task status query, and image upload.

The Image Generation MCP Server is an MCP server that provides image generation functionality for Claude Desktop. It uses the Replicate Flux model, supports generating images through text prompts, and can be installed and configured via Smithery or npm.

An MCP server project that provides a structured knowledge base of cryptocurrency whitepapers, enabling AI agents to search, load, query, and analyze whitepaper content, and can be integrated with Claude Desktop for use.

An MCP server for controlling YouTube music playback

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

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

Kaggle-MCP is an integrated tool that connects Claude AI with the Kaggle API, enabling AI interaction with the functions of the Kaggle platform through the MCP protocol.

The Baidu Cloud Vector Database MCP Server is a server that provides access to the functionality of Baidu Cloud Vector Database, supporting cooperation with multiple large language model applications.

This is a TypeScript-based File System MCP Server that provides a secure and reliable local file system operation interface for AI agents, including functions such as reading, writing, updating, and managing files and directories.

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.

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.

A knowledge graph memory server implemented in Go, providing persistent memory management capabilities across conversations for AI assistants

An intelligent documentation search server built on FastMCP that supports documentation search across multiple popular frameworks and libraries, providing a unified interface for AI systems to quickly obtain relevant information.

A Google MCP remote service based on Cloudflare Workers, providing Google API tools such as Gmail, Calendar, and Drive, enabling seamless integration with AI clients.

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.

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

A strongly - typed GraphQL MCP server based on TypeScript that provides seamless access to any GraphQL API for Claude AI, supporting dynamic integration, schema introspection, full mutation operations, and query whitelisting.