Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
Malte Kuehl & Victor G. Puelles
Department of Pathology, Aarhus University Hospital, Aarhus, Denmark
Malte Kuehl & Victor G. Puelles
Institute for Bioinformatics of Medical Systems, Center for Biomedical AI (bAIome), Center for Molecular Neurobiology (ZMNH), University Medical Center Hamburg-Eppendorf, Hamburg, Germany
Darius P. Schaub, Nico Kaiser & Stefan Bonn
III. Department of Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
Darius P. Schaub, Malte Hellmig, Camila Fernández-Zapata, Nico Kaiser, Christian F. Krebs, Ulf Panzer & Victor G. Puelles
Open Targets, European Bioinformatics Institute (EMBL-EBI), Cambridge, United Kingdom
Francesco Carli, Sebastian Lobentanzer and Julio Saez-Rodriguez
European Molecular Biology Laboratory, European Bioinformatics Institute (EMBL-EBI), Hinxton, United Kingdom
Francesco Carli and Julio Saez-Rodriguez
Institute for Computational Biology, Center for Computational Health, Helmholtz Center, Munich, Germany
Lukas Heumos and Sebastian Lobentanzer
Hamburg Kidney Health Center (HCKH), University Medical Center Hamburg-Eppendorf, Hamburg, Germany
Malte Hellmig, Camila Fernández-Zapata, Nico Kaiser, Christian F. Krebs, Ulf Panzer, Stefan Bonn and Victor G. Puelles
Hamburg Center for Translational Immunology (HCTI), University Medical Center Hamburg-Eppendorf, Hamburg, Germany
Malte Hellmig, Christian F. Krebs, Ulf Panzer and Stefan Bonn
Institute for Computational Biomedicine, University of Heidelberg, Faculty of Medicine, Heidelberg University Hospital, Heidelberg, Germany
Jonathan Schaul and Julio Saez-Rodriguez
Institute of Biostatistics and Informatics in Medicine and Aging Research, University Medical Center Rostock, Rostock, Germany
Anton Koulaga
HEAlthy Life Extension Society (HEALES), Brussels, Belgium
Nikolai Usanov
German Center for Child and Adolescent Health (DZKJ), Hamburg Partner Site, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
Stefan Bonn
Computational Biology Unit, German Diabetes Research Center, Munich, Germany
Sébastien Lobentanzer
Genentech, San Francisco, California, United States
Mikaela Koutrouli
Department of Electrical Engineering and Computer Science, University of California, Berkeley, Berkeley, CA, USA
May Ergen
University Hospital Hamburg-Eppendorf, I. Medical Department, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
May Ergen
Chan Zuckerberg Initiative, Redwood City, California, United States
Giovanni Palla
MK, DPS, and VGP designed the study. MK wrote the first draft. MK and DPS developed the MCP BioContextAI Knowledgebase package, registry, BioContextAI Chat, and MCP Server Assessment, with FC, SL, JS, CF-Z., NK, AK, and NU providing contributions. MH, MK and DPS developed the MCP cookiecutter model. FC and SL implemented BioChatter integration. MK, LH, DPS, FC, Scverse community, SL, JS-R. and VGP developed the community structure. MK and VGP created the figurines. CFK, UP, SB, SL, JS-R. and VGP acquired funding. SB, SL, JS-R. and VGP supervised the study. All authors contributed to the writing and approved the final version.
