{"version":"1.0","type":"card","id":"fbf01ea4-5ee7-485b-9630-0fb2330bd0ef","url":"https://stacklist.com/card/fbf01ea4-5ee7-485b-9630-0fb2330bd0ef","title":"Florence Announces Model Context Protocol Access","source_url":"https://www.florencehc.com/model-context-protocol-access-announcement/","note":"Florence Healthcare announces the release of Model Context Protocol (MCP) access for its entire application suite. This new feature enhances the capabilities of their platform, providing users with improved access to protocol management tools.","image":{"url":"https://ucarecdn.com/773af4c5-d284-48aa-921b-a856aa77f043/","alt":"Florence Announces Model Context Protocol Access","width":1400,"height":1400},"stack":{"id":"a8eb4216-9394-4939-8a5e-97e96785ee4f","title":"Get Connected","url":"https://stacklist.com/stack/a8eb4216-9394-4939-8a5e-97e96785ee4f"},"created_at":"2026-07-02T08:09:09.998Z","updated_at":null,"aco":{"summary":"Florence Healthcare announced Model Context Protocol (MCP) access for its application suite, enabling AI agents to interact natively with eleven specialized site workflow tools across 65,000 research sites and 30,000 protocols. This advancement allows sponsors and sites to automate clinical operations, reduce administrative burden, and return thousands of hours to coordinators for patient care.","tags":["clinical-trials","ai-agents","model-context-protocol","healthcare-technology","workflow-automation","site-operations"],"key_entities":[{"name":"Florence Healthcare","type":"organization","confidence":0.99},{"name":"Anna-Claire Hayden","type":"person","confidence":0.95},{"name":"Andres Garcia","type":"person","confidence":0.95},{"name":"Model Context Protocol","type":"technology","confidence":0.99},{"name":"Claude","type":"technology","confidence":0.95},{"name":"ChatGPT","type":"technology","confidence":0.95},{"name":"Anthropic","type":"organization","confidence":0.95},{"name":"OpenAI","type":"organization","confidence":0.95},{"name":"IQVIA","type":"organization","confidence":0.9},{"name":"Merck","type":"organization","confidence":0.9},{"name":"2026 DIA Global Annual Meeting","type":"event","confidence":0.95},{"name":"ATLANTA","type":"location","confidence":0.95},{"name":"agentic-workflows","type":"concept","confidence":0.9},{"name":"site-reality","type":"concept","confidence":0.85}],"classification":"memo","language":"en","confidence":0.85,"provenance":{"model":"claude-haiku-4-5","tool":"@stacklist/be@0.1.0","confidence":0.85,"timestamp":"2026-07-02T08:09:15.355Z"},"token_counts":{"approximate":2003,"cl100k":1571},"content_hash":"sha256:63a12c65861a3d06f4632b2acaaed9407b5d15033d81d3896cd27931507c7ce7","acp_version":"0.2","body_available":true,"body_tokens":2003,"visibility":"public","agent_accessible":true,"status":"final"},"_links":{"self":"/api/public/card/fbf01ea4-5ee7-485b-9630-0fb2330bd0ef.json","html":"https://stacklist.com/card/fbf01ea4-5ee7-485b-9630-0fb2330bd0ef","md":"/api/public/card/fbf01ea4-5ee7-485b-9630-0fb2330bd0ef.md","stack_json":"/api/public/stack/a8eb4216-9394-4939-8a5e-97e96785ee4f.json"}}