mcp-hfspace is an MCP server that connects to Hugging Face Spaces, supporting various AI functions such as image generation, speech processing, and visual models, simplifying the integration with Claude Desktop.

Scanpy MCP is a natural language processing server designed for the single-cell RNA sequencing analysis software Scanpy, supporting operations such as data reading and writing, preprocessing, analysis, and visualization through natural language. It is suitable for researchers and proxy developers.

A PDF form processing toolkit based on MCP and PyMuPDF, providing PDF file search, form field extraction, and visualization functions.

SQLGenius is an AI - based SQL assistant that converts user questions into SQL queries through natural language processing technology, supports BigQuery database operations, and provides interactive data visualization and schema exploration functions.

Graphiti MCP Pro is a memory storage MCP service and management platform enhanced based on the Graphiti framework, providing asynchronous parallel processing, task management tools, unified configuration management, broader AI model compatibility, and a comprehensive visual management system.

This project is a BI chart MCP service implemented in Python for data visualization, including data loading, processing, and rendering modules.

The AlphaFold MCP Server is a comprehensive platform that provides protein structure prediction analysis tools, supporting functions such as structure retrieval, quality assessment, batch processing, and visualization integration.

An MCP server project that allows creating and running Processing sketches through natural language commands, supporting the generation of visual art and games.

The AlphaFold MCP Server provides comprehensive access to the AlphaFold protein structure database, including rich tools such as structure retrieval, confidence analysis, batch processing, and visualization preparation.

The MCP server based on the GLM-4.5V model provides intelligent image analysis functions, supporting image acquisition from file paths or the clipboard. It is specifically designed for code content extraction, architecture analysis, error detection, and documentation generation.

The Napkin AI MCP Server is an unofficial community - maintained tool that provides AI assistants (such as Claude) with the ability to generate visual content such as infographics, mind maps, and flowcharts through the Model Context Protocol. It supports multiple output formats (SVG, PNG, PPT) and storage backends (local, S3, Google Drive, etc.), and includes asynchronous processing, automatic polling, and retry mechanisms.

Mindpilot MCP is a visual code analysis tool that generates architecture diagrams, code flowcharts, etc. through an AI agent to help developers understand complex code structures, and supports local processing and multi-client collaboration.

A knowledge graph builder that uses a local AI model to convert text or web page content into structured knowledge graphs, supporting large-scale content processing, real-time visualization, and integration with Neo4j and Qdrant databases.

A stock data processing and analysis server based on the MCP protocol, providing real-time data processing, analysis tool integration, and visualization services.

GLM-4.5V multimodal server, providing image processing, visual query, and file processing capabilities

A Sketch file processing server based on the MCP protocol, specifically designed to provide AI tools with the ability to intelligently analyze Sketch design files and generate code. It supports Token optimization and visual rendering.