# AI Tool

A knowledge graph memory server implemented in Swift, providing persistent memory functions for large - language models

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.

An MCP server that provides file system operations for Claude AI

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.

A service tool that provides command - line and script execution capabilities for the Claude desktop application

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.

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.

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.

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

DiceDB MCP is a server that implements the Model Context Protocol (MCP) for interaction between AI applications and the DiceDB database.

Unleash Feature Flag Management MCP Server

An Image Generation MCP Server based on the OpenAI API, providing functions to create, edit, and combine images through text prompts. It supports multiple models and parameter configurations and can be integrated into compatible MCP clients for use.

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.

An interaction server for the Ethereum Layer2 network based on the Model Context Protocol, providing a standardized interface for AI models and supporting token deployment, transaction management, and cross - chain operations.

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.

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.

A file modification server based on the MCP protocol that supports file content operations through an AI assistant

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.

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.

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.

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

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.

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 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.

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.

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.

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.

An MCP server for controlling YouTube music playback

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.