Spring MCP Bridge is an automated tool that can convert REST endpoints of Spring Boot applications into MCP servers, enabling AI assistants to directly interact with APIs. It supports automatic endpoint scanning, model structure preservation, and document annotation extraction without modifying existing code.

Figma MCP PRO is a professional AI-optimized design analysis tool that provides a 5-step workflow for design-to-code conversion, supports 10 frameworks, and includes intelligent annotation processing and batch resource download functions.

Zotero MCP is a tool that connects the Zotero research library with AI assistants such as Claude. It realizes functions such as paper search, summary generation, citation analysis, and PDF annotation extraction through the Model Context Protocol.

PubTator MCP Server is a biomedical literature annotation and relationship mining server based on PubTator3, providing convenient literature retrieval, annotation information acquisition, and entity relationship analysis functions for AI assistants through the MCP interface.

An unofficial Gene Ontology MCP Server that provides comprehensive access to Gene Ontology (GO) data, supporting AI systems in ontology-based analysis, gene annotation research, and functional enrichment studies.

The PubTator MCP Server is a biomedical literature annotation and relationship mining server based on PubTator3. It provides AI models with the functions of programmatically accessing scientific literature, obtaining annotation information, and analyzing entity relationships through the MCP protocol.

The UniProt MCP Server is a service that provides protein information query for language models. It supports searching for proteins, obtaining detailed information, sequences, functional annotations, and structural data from the UniProt database, and can be integrated into AI applications such as Claude Desktop.