# AI Tool

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.

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.

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.

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.

The Powerdrill MCP Server is a service based on the Model Context Protocol, providing tools for interacting with Powerdrill datasets and supporting authentication through a user ID and project API key.

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

This is a prototype of a resume optimization server based on the MCP protocol, demonstrating an AI tool orchestration architecture that includes tools such as data acquisition and heap filtering, supports integration with Claude, and has the ability to expand in a production environment.

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.

A YouTube video search and playback server based on the MCP protocol, allowing AI agents to search for and play YouTube videos through natural language commands.

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

MCP - URL2SNAP is a lightweight Model Context Protocol (MCP) server that allows LLMs to capture web page screenshots by specifying URLs and return image access URLs, simplifying the process of generating and sharing web page snapshots.

An MCP server that provides file system operations for Claude AI

This is an MCP server project that provides a standardized interface for the Polymarket prediction market. It supports deployment through Docker containers and provides functions such as market data query, event information acquisition, and order book viewing, making it convenient for AI assistants to analyze prediction markets.

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.

A lightweight email verification server based on the MCP protocol, integrating AbstractAPI to perform real-time checks on email format, domain name, and deliverability.

An MCP server based on the Tavily API that provides real-time web search functionality for AI models and supports configuration of multiple search parameters.

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.

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.

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 Hacker News MCP server is a tool that provides real-time interaction with Hacker News content, supporting functions such as getting popular stories, story details, comments, and search, suitable for AI assistant integration.

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 Node.js-based filesystem MCP server that provides AI agents with secure, efficient, and token-saving access to project files. It supports multiple installation methods including npx and Docker and includes a rich set of file operation tools.

A Model Context Protocol server implemented for the Axiom data platform, supporting AI agents to access data through the APL query language

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

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