基准评分
Dr7.ai 在 Agent 就绪度与 AI 可见性上的得分 AI 就绪度和 GEO Score 是 VibeLaunch 在提交后生成的平台评估。
决策摘要
Medical professionals, radiologists, and healthcare developers seeking AI-assisted diagnostic and communication tools.
Chest X-ray interpretation, medical image retrieval via natural language, and clinical dialogue automation.
适合
- Chest X-ray radiology analysis
- Medical image-text retrieval
- Clinical dialogue and documentation
注意
- OpenAPI specification endpoint returns 404 on both HTTP and HTTPS
- No independent benchmarks or accuracy metrics available
- Standard pricing beyond promotional discount undisclosed
概述
Dr7.ai平台背后有三个专业医疗AI模型,每个针对不同的临床工作流程。供应商将用于胸部X光放射学的CheXagent、用于医学图像文本多模态搜索的BiomedCLIP和用于医疗对话的Clinical Camel整合在一起。
CheXagent是最突出的模型。据供应商称,用户可以上传胸部X光图像进行全面的放射学分析和解读。该模型生成临床发现描述和文档,平台声称可与现有放射学工作流程系统集成。提供英文以及中文和韩语的本地化文档页面,表明其意图服务于英语市场以外的从业者。CheXagent被描述为源自斯坦福的技术——供应商以此建立可信度——但现有文档中不包含同行评审验证或第三方准确性基准。
BiomedCLIP采用不同方法,强调多模态检索而非单模态分析。其核心功能是让医疗专业人员能够使用自然语言查询搜索图像数据库,目标是加速诊断支持。该模型属于更广泛的AI API设计工具类别,这些工具连接文本和图像模态,但官方材料中未提及它与通用视觉语言系统的比较。
Clinical Camel则作为对话型模型补充,专注于医疗沟通。文档描述其适用于临床对话,但未提及安全护栏、领域特定准确性测试,或它与适用于医疗用途的通用大型语言模型有何不同。
在所有三个模型中,API访问都被突出宣传。产品页面有“访问API”的行动号召,定位平台为开发者友好。然而,dr7.ai/.well-known/openapi.json上的OpenAPI规范端点在HTTP和HTTPS上都返回404错误,这一差距削弱了所宣传的开发者体验。
免费套餐降低了初步评估的门槛,目前Pro计划正以30%限时折扣推广。官方文档中未披露标准定价,包括层级结构、使用限制和功能限制。考虑Dr7.ai与Unfil AI或EvoLink等替代品的潜在采用者应在承诺付费计划前直接向供应商验证API可用性并索取性能基准。
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评分构成
编辑评分由哪些维度构成,每项附判断依据。 AI 就绪度和 GEO Score 是 VibeLaunch 在提交后生成的平台评估。
Information quality
All capability claims are vendor-supplied. The OpenAPI specification is unavailable on both HTTP and HTTPS. No independent benchmarks, peer-reviewed studies, or third-party validation exist in the source packet.
OpenAPI endpoint returns 404; no accuracy metrics, clinical trial data, or external references provided across any product page.
Ease of use
API access is advertised and a free tier exists, but the broken OpenAPI specification undermines developer onboarding. Multilingual documentation in English, Chinese, and Korean is a positive signal.
API access links present on all product pages; zh and ko documentation pages exist for CheXagent; OpenAPI endpoint unavailable on both protocols.
Feature depth
Three distinct models cover chest X-ray analysis, multimodal image-text retrieval, and clinical dialogue. Workflow integration, education, and documentation features add breadth, though depth of each capability is unverified.
CheXagent supports image upload, clinical documentation, education, and workflow integration; BiomedCLIP enables natural-language image retrieval; Clinical Camel targets clinical dialogue.
Workflow fit
Radiology workflow integration is explicitly claimed, and use cases map to real clinical workflows. However, no evidence of actual deployments or EHR, HL7, or PACS compatibility is provided.
Radiology workflow system integration mentioned across product pages; clinical documentation and education use cases described; no technical integration specifications available.
Reliability
No uptime guarantees, SLA terms, accuracy metrics, or error-rate data available. The 404 on the OpenAPI endpoint on both protocols raises fundamental concerns about production readiness.
OpenAPI specification unavailable on HTTP and HTTPS; no performance, uptime, or accuracy data in any product page or developer guide.
Value
Free tier enables no-cost evaluation, but Pro Plan pricing is opaque beyond a promotional discount. Without benchmarks or reliability data, the value proposition is difficult to assess.
30% Pro Plan discount advertised; free tier available; no standard pricing tiers, usage limits, or feature comparison published in official documentation.
评分反映可查证的产品资料,不代表实际使用效果保证。
Agent 就绪度
评估 Agent 能否通过产品的官方信息理解产品,并重建一条有文档依据的工作流程。
Automated agent-readiness assessment of https://dr7.ai/: 11 of 22 checks verified across 5 fetched pages. No substantial machine interface is documented — agents can understand and cite the product but not operate it. Absent: request_examples, response_examples, version_information, cli, cli_non_interactive, cli_structured_output.
就绪度维度
| 评估维度 | 得分 |
|---|---|
| 文档质量 | 100 |
| 执行结果可验证性 | 20 |
| 机器接口 | 45 |
| 项目定位清晰度 | 75 |
| 资源可发现性 | 100 |
| 工作流完整度 | 80 |
对 Agent 有帮助的部分
- docs: verified during this run
- llms txt: verified during this run
- sitemap: verified during this run
- quickstart: verified during this run
- api reference: verified during this run
- authentication: verified during this run
Agent 受阻的部分
- No request examples signal matched across 5 fetched pages.
- No response examples signal matched across 5 fetched pages.
- No version information signal matched across 5 fetched pages.
- No cli signal matched across 5 fetched pages.
- No mcp signal matched across 5 fetched pages.
- No structured import export signal matched across 5 fetched pages.
| 检查项 | 状态 | 详情 |
|---|---|---|
| 理解产品3/5 已核验 | ||
| 产品文档 | 已核验 | Developer/documentation pages reachable from the entry page (e.g. https://dr7.ai/docs). |
| 快速开始 | 已核验 | Probe matched on https://dr7.ai/docs: /quick ?start|getting started|in (five|5)/. |
| API 参考 | 已核验 | Probe matched on https://dr7.ai/docs: /api (reference|documentation|endpoints?)/. |
| 请求示例 | 未在本次官方来源链中找到 | |
| 响应示例 | 未在本次官方来源链中找到 | |
| 连接接口3/4 已核验 | ||
| SDK | 已核验 | Probe matched on https://dr7.ai/api: /\bsdk\b|client library|npm package|pip i/. |
| MCP 接口 | 未在本次官方来源链中找到 | |
| Webhooks | 已核验 | Probe matched on https://dr7.ai/api: /webhooks?/. |
| 认证文档 | 已核验 | Probe matched on https://dr7.ai/docs: /api key|bearer|oauth|access token|authen/. |
| 执行工作流0/6 已核验 | ||
| 命令行工具 | 未在本次官方来源链中找到 | |
| 非交互式命令 | 不适用于该产品 | No CLI was found to evaluate for this property. |
| 命令行结构化输出 | 不适用于该产品 | No CLI was found to evaluate for this property. |
| 结构化导入与导出 | 未在本次官方来源链中找到 | |
| 成功状态验证 | 未在本次官方来源链中找到 | |
| 智能体工具产物 | 部分可用 | One agent tooling signal: named slash-command skills (≥2 distinct) documented on https://dr7.ai/. |
| 维护与排错3/4 已核验 | ||
| 错误文档 | 已核验 | Probe matched on https://dr7.ai/docs: /error (codes?|handling|responses?)|4xx|5/. |
| 速率限制 | 已核验 | Probe matched on https://dr7.ai/docs: /rate limit|429|throttl|requests per (sec/. |
| 版本信息 | 未在本次官方来源链中找到 | |
| 更新日志 | 已核验 | Probe matched on https://dr7.ai/api: /changelog|release notes|what'?s new/. |
| 发现与验证2/3 已核验 | ||
| llms.txt | 已核验 | llms.txt published at the site root (70 lines). |
| 站点地图 | 已核验 | sitemap.xml reachable and lists site pages. |
| 智能体原生定位 | 部分可用 | Agent-native positioning as a marketing claim without a documented path: "The site positions itself as an API gateway for medical AI models but does not mention agent-specific workflows like AGENTS.md or slash-command skills.". |
官方证据
审计信息
- 评测时间
- 2026年8月30日
- 评测基准
- agent-readiness-v1
- 读取页面
- 5
- 来源深度
- 1
本审计从一个入口 URL 及其经过验证的官方来源链评估文档所支持的可操作性。AIGCLIST 未注册、登录、购买、执行或测试该产品的运行可靠性。
证据核查
关于该工具的公开声明,每条均标注核验状态与引用来源。
chexagent厂商声明5dr7.ai厂商声明核验于 2026年7月15日
Dr7.ai offers CheXagent, a specialized AI agent for chest X-ray analysis and radiology interpretation.
CheXagent integrates with radiology workflow systems.
Dr7.ai advertises API access for its medical AI models including CheXagent, BiomedCLIP, and Clinical Camel.
Dr7.ai offers a Pro Plan with a time-limited 30% discount promotion for medical professionals.
CheXagent is described as Stanford-derived specialized chest X-ray AI technology.
https://dr7.ai/chexagentzh/chexagent厂商声明5dr7.ai厂商声明核验于 2026年7月15日
CheXagent supports uploading chest X-ray images for comprehensive radiology analysis and interpretation.
CheXagent provides clinical finding description and documentation capabilities.
CheXagent integrates with radiology workflow systems.
CheXagent supports chest imaging education and training use cases.
CheXagent is described as Stanford-derived specialized chest X-ray AI technology.
https://dr7.ai/zh/chexagentbiomedclip已验证4dr7.ai已验证核验于 2026年8月30日
Dr7.ai offers BiomedCLIP, a medical image-text multimodal AI model for visual and textual understanding of medical images.
BiomedCLIP enables efficient retrieval of medical images using natural language text queries for rapid diagnosis support.
Dr7.ai advertises API access for its medical AI models including CheXagent, BiomedCLIP, and Clinical Camel.
A quick-start / agent-skills documentation page is reachable at https://dr7.ai/biomedclip.
https://dr7.ai/biomedclipMedical AI Hub — Clinical LLMs, Diagnosis Tools & API | Dr7.ai已验证3dr7.ai已验证核验于 2026年8月30日
The entry page was fetched and analyzed for machine-interface signals (title, headings, developer links, keyword probes).
Agent tooling artifacts observed: named slash-command skills (≥2 distinct) documented on https://dr7.ai/.
Agent-native positioning as a marketing claim without a documented path: "The site positions itself as an API gateway for medical AI models but does not mention agent-specific workflows like AGENTS.md or slash-command skills.".
https://dr7.ai/clinical-camel已验证2dr7.ai已验证核验于 2026年8月30日
Dr7.ai offers Clinical Camel, an advanced medical dialogue and conversation AI model for healthcare communication.
A quick-start / agent-skills documentation page is reachable at https://dr7.ai/clinical-camel.
https://dr7.ai/clinical-camelhttps://dr7.ai/llms.txt已验证1dr7.ai已验证核验于 2026年8月30日
llms.txt is published at the site root and readable.
https://dr7.ai/llms.txthttps://dr7.ai/sitemap.xml已验证1dr7.ai已验证核验于 2026年8月30日
sitemap.xml is reachable and lists site pages.
https://dr7.ai/sitemap.xmlAPI Documentation - Dr7.ai Medical API | Dr7.ai已验证1dr7.ai已验证核验于 2026年8月30日
A documentation surface is reachable at https://dr7.ai/docs.
https://dr7.ai/docsMedical AI Hub — Clinical LLMs, Diagnosis Tools & API | Dr7.ai已验证1dr7.ai已验证核验于 2026年8月30日
An API documentation surface is reachable at https://dr7.ai/api.
https://dr7.ai/apiko/chexagent厂商声明1dr7.ai厂商声明核验于 2026年7月15日
CheXagent supports uploading chest X-ray images for comprehensive radiology analysis and interpretation.
https://dr7.ai/ko/chexagent.well-known/openapi.json已验证1dr7.ai已验证核验于 2026年7月15日
The OpenAPI specification endpoint at dr7.ai/.well-known/openapi.json returns a 404 error, whether accessed via HTTP or HTTPS.
https://dr7.ai/.well-known/openapi.json.well-known/openapi.json已验证1dr7.ai已验证核验于 2026年7月15日
The OpenAPI specification endpoint at dr7.ai/.well-known/openapi.json returns a 404 error, whether accessed via HTTP or HTTPS.
http://dr7.ai/.well-known/openapi.json决策核对台
在依赖该产品或访问官网前,最值得先确认的问题。
Dr7.ai is a medical AI platform that aggregates specialized models including CheXagent for chest X-ray analysis, BiomedCLIP for medical image-text understanding, and Clinical Camel for clinical dialogue.
The platform's primary imaging focus is chest X-ray via CheXagent. BiomedCLIP supports broader medical image-text retrieval, though specific modalities beyond chest radiography are not detailed in the available documentation.
Yes, Dr7.ai offers a free tier. A Pro Plan with enhanced features is also available, currently promoted with a 30% time-limited discount.
API access is advertised across product pages, but the OpenAPI specification at dr7.ai/.well-known/openapi.json returns a 404 error on both HTTP and HTTPS. Developers should verify API availability directly with the vendor.
CheXagent is described as Stanford-derived technology in the vendor's documentation, but the official materials do not include independent clinical validation studies, peer-reviewed accuracy benchmarks, or evidence of regulatory certification.
请在官网核验
继续探索
相近任务的不同路径
这些工具以带有明确编辑理由的替代关系关联到当前产品。
Unfil AI
May offer alternative medical AI capabilities for users evaluating specialized healthcare AI tools beyond the chest X-ray and dialogue focus of Dr7.ai.
查看档案You.com
General-purpose AI search and assistant platform that may suit users whose needs extend beyond Dr7.ai's narrow medical scope into broader research and dialogue use cases.
查看档案EvoLink
Alternative API-accessible AI tooling for developers seeking mature API infrastructure, relevant given Dr7.ai's currently unavailable OpenAPI specification.
查看档案