Problem
Genomic agents need access to trusted biomedical sources, but most assistant integrations lack a protocol-safe way to query ClinVar, gnomAD, Reactome, PubMed, and gene context in real time.
Solution
GenomeMCP exposes clinical genomics tools over MCP with CLI and TUI surfaces, letting agents query variants, genes, literature, population stats, pathways, genomic context, and discovery evidence.
Challenges
The system must normalize external source responses, keep tool contracts clear for agents, distinguish evidence types, and make biomedical retrieval useful without pretending it is a diagnosis engine.
Innovation
The project converts genomics retrieval into a protocol-native agent interface. MCP becomes the boundary that lets different clients call the same biomedical tools safely and consistently.
Domain expertise
This highlights Stefan's rare intersection of MCP server design, bioinformatics retrieval, clinical genomics source literacy, Python CLI/TUI tooling, and agent-ready tool contracts.