# AI Tool

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.

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

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

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.

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

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.

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.

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

The MediaCrawler MCP service upgrades the social media crawler into a standardized tool that can be directly called by AI assistants. It supports multi - platform data acquisition and has features such as externalized login, browser reuse, and structured output.

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.

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

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.

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 the Notion database, providing prompt management and combination services

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

The MCP Domain Availability Checker is a tool integrated with Claude Desktop that provides domain availability checking across multiple top-level domains, supports over 50 popular TLD extensions, and combines DNS and WHOIS dual verification to ensure accuracy.

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.

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 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.

The Logseq MCP tool project provides a set of tools that allow AI agents to interact with local Logseq instances, including page and block management functions.

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.

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.

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.

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