# AI Tool

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

Xmind Mind Map Generation MCP Service

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.

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.

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.

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.

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.

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.

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.

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 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 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 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.

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.

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

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

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

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.

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 Python - based Model Context Protocol (MCP) server template for creating standardized large language model (LLM) context services.

An MCP server connected to the Coinbase Commerce API, supporting AI assistants to generate cryptocurrency payment links

A simple reminder system designed for Claude, supporting cross - session memo saving to help AI manage tasks and ideas.

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.