# AI Tool

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.

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

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.

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.

This project demonstrates how to set up a remote MCP server on Cloudflare Workers and implement the OAuth login function. It supports local development and debugging, connection and testing through the MCP inspector, integration with the Claude desktop client, and final deployment to Cloudflare cloud services.

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

The XRPL MCP Server is a bridge connecting AI models with the XRP Ledger, providing a standardized API interface to access ledger data.

The ExploitDB MCP server is a model context protocol service that provides vulnerability database query functions. It is developed by Cyreslab.ai to enhance the capabilities of AI assistants in network security research.

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.

The MCP Server is a server that provides AI assistants with the ability to perform web searches and access web pages, supporting the secure acquisition of real-time information and the processing of web page content.

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 MCP server for controlling YouTube music playback

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 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.

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.

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

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.

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.

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.

An MCP server based on the Notion database, providing prompt management and combination services

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.