Scanpy

Paper2Agent converts a published paper's code into an MCP server a chat agent can query

The framework analyses a paper and its codebase and exposes the workflows as tools a chat client can call, with case studies on AlphaGenome, Scanpy and TISSUE that the authors say reproduce the original results.