# AI Tools

An intelligent chatbot based on Streamlit that uses GPT-4o to automatically route user requests to different tools (such as chatting, image generation, database queries, voice synthesis, etc.), supporting rapid experimentation with AI tool routing functions.

Perplexity Deep Research MCP is a Model Context Protocol server that provides web search functionality for the Perplexity AI API, supporting AI assistants to perform web searches using the sonar - deep - research model.

The MCP Filesystem Server is a secure file access service based on the Model Context Protocol, strictly restricting AI models to perform filesystem operations only within preset directories.

A Python client for interacting with Model Context Protocol (MCP) endpoints via Server-Sent Events (SSE), supporting tool discovery, invocation, and integration with multiple LLMs.

The Linkup MCP Server is a server based on the Model Context Protocol, providing real-time web search and web page content scraping functions through the Linkup API, enabling AI assistants to access the latest information on the Internet.

This project is a server based on the Model Context Protocol, integrating the Space Flight News API to provide the latest aerospace news, supporting keyword search and the function of getting the latest articles.

LetzAI MCP is a model context protocol for image generation. Integrated through the Claude desktop application, it supports generating and upscaling images based on prompts.

3D-MCP is a general model context protocol implementation for 3D software, enabling LLMs to interact across platforms such as Blender, Maya, and Unreal through a unified TypeScript interface.

A server based on the Model Context Protocol (MCP) and Server-Sent Events (SSE), integrating the Brave Search API to provide real-time streaming search functionality for AI models and clients.

An MCP server based on the Perplexity API that provides web search functionality for AI assistants, supporting time filtering and result citation.

A TypeScript-based MCP server template that provides sample operations and an addition tool for communication between AI models and external tools.

Implementation of the Claude Text Editor MCP Server

An MCP server that provides advanced reasoning capabilities for Claude in Cursor AI, including various reasoning methods such as Monte Carlo Tree Search, Beam Search, and Transformer Hybrid Reasoning.

A remote MCP server project based on Cloudflare Workers, supporting OAuth login and integrable with MCP Checker and Claude desktop applications.

PolarDB-X MCP is a service that provides tools and resources, allowing AI agents to interact with Alibaba Cloud's PolarDB-X database.

The LangChain MCP client is a project that demonstrates how to use MCP server tools through the LangChain ReAct agent. It supports flexible selection of LLM models and enables dynamic interaction via the CLI.

SearchAPI-MCP-Server is a search API server based on the MCP protocol, providing a standardized access interface to services such as Google Search, Maps, Flights, and Hotels, serving as a bridge between AI assistants and search services.

The Filesystem MCP Server is a Node.js-based filesystem tool server that follows the Model Context Protocol (MCP), providing AI agents with secure and efficient file access capabilities. It ensures operation security by limiting the project root directory, supports batch operations to reduce communication overhead, and offers rich file management functions such as reading, writing, editing, searching, and permission management.

This project demonstrates how to deploy a remote MCP server on Cloudflare Workers and implement the OAuth login function. Support local development and debugging, connect and test through the MCP inspector, and allow the Claude desktop client to call the tools in the MCP service.

A modular computing platform server that provides SEC EDGAR data access and interaction for AI agents.

This project demonstrates how to set up a remote MCP server on Cloudflare Workers, including OAuth login functionality, and supports connection and invocation of tool services through the MCP checker and Claude desktop client.

A Model Context Protocol server template for building AI assistant tools, providing basic structure and development tool configuration

This project demonstrates how to deploy a remote MCP server on Cloudflare Workers and implement OAuth login functionality, supporting connection and use via the MCP checker and Claude desktop client.

An MCP server for sending emails via the Resend API, supporting direct email sending through Cursor and Claude Desktop

A Storybook MCP Server for testing purposes, an integration tool supporting the transition from Figma designs to UI implementation.

An MCP protocol server that provides MySQL database operations, allowing AI models to interact with MySQL databases through a standardized interface.

An MCP service that provides Gemini 2.0 Flash image generation for Roo Code

A dynamic MCP server implementation based on FastMCP, supporting automatic loading of tools, resources, and prompt modules

A search service implementation based on the MCP protocol, supporting multiple search engines and providing content acquisition capabilities for AI tools.

A Python-based D&D 5e knowledge navigation server that connects AI assistants with the Dungeons & Dragons game data API through the Model Context Protocol (MCP)