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CIViC MCP: Integrating Large Language Models with the Clinical Interpretations of Variants in Cancer
by
Coffman, Adam C
, Danos, Arpad
, McMichael, Joshua
, Saliba, Jason
, Griffith, Malachi
, Griffith, Obi L
, Sanz-Cruzado, Javier
, Lever, Jake
, Cody, Quentin
, Kiwala, Susanna
, Schimmelpfennig, Lars
, Wagner, Alex
in
Cancer Biology
2025
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CIViC MCP: Integrating Large Language Models with the Clinical Interpretations of Variants in Cancer
by
Coffman, Adam C
, Danos, Arpad
, McMichael, Joshua
, Saliba, Jason
, Griffith, Malachi
, Griffith, Obi L
, Sanz-Cruzado, Javier
, Lever, Jake
, Cody, Quentin
, Kiwala, Susanna
, Schimmelpfennig, Lars
, Wagner, Alex
in
Cancer Biology
2025
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Do you wish to request the book?
CIViC MCP: Integrating Large Language Models with the Clinical Interpretations of Variants in Cancer
by
Coffman, Adam C
, Danos, Arpad
, McMichael, Joshua
, Saliba, Jason
, Griffith, Malachi
, Griffith, Obi L
, Sanz-Cruzado, Javier
, Lever, Jake
, Cody, Quentin
, Kiwala, Susanna
, Schimmelpfennig, Lars
, Wagner, Alex
in
Cancer Biology
2025
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CIViC MCP: Integrating Large Language Models with the Clinical Interpretations of Variants in Cancer
Journal Article
CIViC MCP: Integrating Large Language Models with the Clinical Interpretations of Variants in Cancer
2025
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Overview
The Clinical Interpretation of Variants in Cancer (CIViC) knowledgebase provides a community-driven, open-source platform for discussing the biological and Clinical Significance of molecular variants in cancer. To enable users to make complex connections between CIViC information, we developed the CIViC Model Context Protocol (MCP) server, which allows large language models (LLMs) to directly interface with the CIViC API through natural language, facilitating the rapid summarization of expertly curated cancer variant interpretations.
The CIViC MCP server is detailed at https://github.com/griffithlab/civic-mcp-server with archived code and evaluation data deposited in Zenodo (DOI: 10.5281/zenodo.17344050). The repository is a fork of https://github.com/QuentinCody/civic-mcp-server (QuentinCody 2025) and includes instructions for accessing the server through the Claude desktop app and hosting it locally with GPT-5. We also provide a Python script for directly querying the MCP server.
Supplementary data are available at
online.
Publisher
Cold Spring Harbor Laboratory,Cold Spring Harbor Laboratory Preprints
Subject
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