Crawl4AI MCP Server is an intelligent information acquisition server based on the MCP protocol, which provides multi - engine search and optimized web content extraction functions for AI systems, and converts web pages into a format suitable for LLM processing.

ObsidianFetch is an MCP server dedicated to retrieving and displaying information from the Obsidian knowledge base. It solves the problems of slow response and cumbersome operations of existing servers, and adds the functions of automatically processing links and displaying backlinks.

An MCP server for processing Building Information Modeling (BIM) files, providing functions for converting IFC files to Fragment format, loading Fragment files, and querying BIM data by category.

Vextra MCP Server is a design file processing server based on the Model Context Protocol (MCP). It supports multiple design file formats such as Vextra, Figma, Sketch, and SVG, provides functions such as layout information extraction, image rendering, and page information query, and is seamlessly integrated with the Cursor AI assistant.

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.

An MCP server that provides context optimization tools for AI programming assistants, saving context space and improving assistant efficiency by accurately extracting information instead of processing a large amount of terminal output and files.

The Context Engineering MCP Platform is an AI context management and optimization platform that designs, manages, and optimizes the input information of AI models through a systematic approach, realizing the engineering of prompt engineering. The platform provides functions such as intelligent analysis engines, optimization algorithms, and template management, significantly improving AI response quality, reducing API costs, and supporting multimodal content processing.

An image processing MCP service based on the Sharp library, providing functions such as resizing, format conversion, cropping, rotation, and getting image information

RedNote MCP is a tool for searching Red Book content, providing intelligent content extraction, automatic login management, and parallel processing functions. It supports retrieving structured data such as note titles, content, author information, interaction data, and pictures.

This project demonstrates an example of an AI agent - managed laboratory information management system (LIMS) based on the MCP protocol. Through the interaction between simulated experimental instrument tools and the database, it completes the complete workflow data processing of samples from registration, preparation to analysis.

This project is the code and data repository of MCP DrugBot, aiming to achieve more streamlined and intelligent drug information processing. It requires the configuration of NCBI and OpenAI API keys to run.

This project is a Model Context Protocol (MCP) server implemented for Mattermost integration. It retrieves and processes information by connecting to Mattermost API endpoints, supports two transmission modes (SSE and standard I/O), and provides real-time message processing and team/channel monitoring functions.

This project is a Node.js - based MCP server crawler tool used to scrape and extract MCP server information from the glama.ai website. Users need to install dependencies first, run the crawler script to get server links, and then extract detailed data through the processing script.

The MCP Yahoo Finance Server is a tool based on the Yahoo Finance API for obtaining real-time stock data, company information, and historical price data. It integrates the Multi-Client Protocol (MCP) framework to provide seamless communication between clients and the server, and includes a web UI based on FastAPI and DaisyUI, supporting user interaction through an intuitive interface. The project also integrates Azure OpenAI for natural language query processing.

An MCP server that provides city weather information, realizing weather data query and natural - language processing functions through APIs and tool - based workflows.