2026年初，全球医疗大模型竞争加剧。OpenAI推出ChatGPT Health，Anthropic和谷歌也分别发布Claude for Healthcare和MedGemma1.5。国产医疗大模型展现出强劲竞争力，如百川智能的Baichuan-M3及M3Plus在多项指标上已超越GPT-5.2。
NFflow
这是一个基于sentence-transformers的模型，能够将句子和段落映射到768维密集向量空间，适用于句子相似度计算、语义搜索等任务。
医疗AI助手数据服务
一个基于Google Cloud Healthcare API的MCP服务器，提供与FHIR资源交互的医疗工具，支持通过Firebase认证的SmartonFHIR网关访问数据，并整合PubMed等医学研究API。
医疗MCP服务器是一个基于模型上下文协议（MCP）的专用服务器，为AI助手提供医疗数据和医学信息工具访问能力，包括药品信息查询、医学文献检索、健康主题获取等功能。
Suncture Healthcare MCP Server是一个基于Model Context Protocol的医疗健康服务工具，为AI助手提供医疗信息查询、症状分析、BMI计算等功能，支持通过npm安装或Docker部署。
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