OpenCancer
Cancer patient expert: NCCN-grounded answers with sources, recruiting trials, and expert review.
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质量与安全性
基于对工具定义和协议合规性的自动分析。
上下文开销
这是每次将服务器的工具加载到模型上下文窗口时所消耗的大致 token 数。数值越高，可用于其他任务的注意力就越少。
安装
一键安装
将以下内容添加到你的 `claude_desktop_config.json` 文件中：
{
"mcpServers": {
"opencancer": {
"url": "https://opencancer.ai/api/mcp"
}
}
}远程端点
https://opencancer.ai/api/mcpstreamable-http它能做什么
工具清单
工具（5）
🟢ask_opencancer(question, cancer_type, context)
Answers a cancer patient or caregiver question in plain language, grounded in NCCN Guidelines for Patients and medical literature. Covers what a diagnosis, stage, biomarker or test result means; treatment options; side effects and their management; questions for the oncologist; second opinions; living with cancer. Answers in the language of the question. Returns the answer, its sources, a disclaimer, a link to OpenCancer's care team, and an answer id. Emergencies, prognosis or life-expectancy questions, and questions about children return a safety message that routes to the care team instead of an answer. Educational information, not medical advice. Accepts no personal identifiers
输入模式
{
"type": "object",
"properties": {
"question": {
"type": "string",
"maxLength": 2000,
"description": "The question in plain language, in the user's language, without personal identifiers."
},
"cancer_type": {
"type": "string",
"maxLength": 160,
"description": "Optional cancer type, to focus the guidelines used, e.g. \"colon cancer\"."
},
"context": {
"type": "string",
"maxLength": 500,
"description": "Optional general context such as stage or treatments tried, e.g. \"stage 3, finished FOLFOX\". No identifiers."
}
},
"required": [
"question"
],
"additionalProperties": false
}输出模式
{
"type": "object",
"properties": {
"answer": {
"type": "string"
},
"answer_id": {
"type": [
"string",
"null"
]
},
"review_status": {
"type": "string",
"enum": [
"ai_only",
"expert_reviewed"
]
},
"grounding": {
"type": "object",
"properties": {
"basis": {
"type": "string"
},
"guidelines": {
"type": "array",
"items": {
"type": "string"
}
},
"retrieved": {
"type": "string"
}
}
},
"sources": {
"type": "array",
"items": {
"type": "object",
"properties": {
"title": {
"type": "string"
},
"url": {
"type": "string"
}
},
"required": [
"title"
]
}
},
"disclaimer": {
"type": "string"
},
"needs_human_review": {
"type": "boolean"
},
"care_team_url": {
"type": "string"
}
},
"required": [
"answer",
"answer_id",
"review_status",
"sources",
"disclaimer",
"needs_human_review",
"care_team_url"
]
}🟢find_clinical_trials(condition, location, keyword, phase)
Lists clinical trials recruiting now for a cancer type, from ClinicalTrials.gov, optionally near a city, state or country and filtered by a biomarker, drug or treatment keyword and by phase. Returns up to 8 trials with NCT number, phase, sponsor, the sites closest to the requested place, a registry link, a link to the full search, and a link to an OpenCancer expert who can build a trial shortlist for a specific case. Listing a trial is not an eligibility decision; only the trial team can confirm eligibility
输入模式
{
"type": "object",
"properties": {
"condition": {
"type": "string",
"maxLength": 160,
"description": "Cancer type or condition, e.g. \"pancreatic cancer\"."
},
"location": {
"type": "string",
"maxLength": 120,
"description": "Optional city, state, or country, e.g. \"Boston\" or \"Germany\" (city level, not a street address)."
},
"keyword": {
"type": "string",
"maxLength": 120,
"description": "Optional biomarker, drug, or treatment, e.g. \"KRAS G12C\" or \"CAR-T\"."
},
"phase": {
"type": "string",
"enum": [
"1",
"2",
"3",
"4"
],
"description": "Optional trial phase."
}
},
"required": [
"condition"
],
"additionalProperties": false
}输出模式
{
"type": "object",
"properties": {
"total": {
"type": "number"
},
"trials": {
"type": "array",
"items": {
"type": "object",
"properties": {
"nct_id": {
"type": "string"
},
"title": {
"type": "string"
},
"phase": {
"type": "string"
},
"status": {
"type": "string"
},
"sponsor": {
"type": "string"
},
"sites": {
"type": "array",
"items": {
"type": "string"
}
},
"url": {
"type": "string"
}
},
"required": [
"nct_id",
"title",
"url"
]
}
},
"search_url": {
"type": "string"
},
"expert_help_url": {
"type": "string"
}
},
"required": [
"total",
"trials",
"search_url",
"expert_help_url"
]
}🟢get_trial_details(nct_id)
Returns one clinical trial from ClinicalTrials.gov by its NCT number: what it tests, phase, status, last registry update, ages, the inclusion and exclusion criteria in their original wording, recruiting sites with their status, study contacts, and the registry link. Eligibility is confirmed only by the study team
输入模式
{
"type": "object",
"properties": {
"nct_id": {
"type": "string",
"pattern": "^NCT[0-9]{8}$",
"description": "ClinicalTrials.gov ID, e.g. \"NCT05902169\"."
}
},
"required": [
"nct_id"
],
"additionalProperties": false
}输出模式
{
"type": "object",
"properties": {
"nct_id": {
"type": "string"
},
"title": {
"type": "string"
},
"official_title": {
"type": "string"
},
"status": {
"type": "string"
},
"phase": {
"type": "string"
},
"last_updated": {
"type": "string"
},
"sponsor": {
"type": "string"
},
"summary": {
"type": "string"
},
"conditions": {
"type": "array",
"items": {
"type": "string"
}
},
"interventions": {
"type": "array",
"items": {
"type": "string"
}
},
"ages": {
"type": "string"
},
"sex": {
"type": "string"
},
"inclusion_criteria": {
"type": "string"
},
"exclusion_criteria": {
"type": "string"
},
"sites": {
"type": "array",
"items": {
"type": "object",
"properties": {
"site": {
"type": "string"
},
"status": {
"type": "string"
}
},
"required": [
"site"
]
}
},
"site_count": {
"type": "number"
},
"contacts": {
"type": "array",
"items": {
"type": "object",
"properties": {
"name": {
"type": "string"
},
"phone": {
"type": "string"
},
"email": {
"type": "string"
}
}
}
},
"url": {
"type": "string"
},
"expert_help_url": {
"type": "string"
}
},
"required": [
"nct_id",
"title",
"status",
"url",
"expert_help_url"
]
}🟢open_case(cancer_type, question, preferred_destinations)
Returns a link where a patient can start an expert review of their case by OpenCancer and Cancer Commons scientists (records, options, trial shortlist, next step). The link only opens an intake page: no case is created and no records are sent. The patient enters their own details and personally confirms consent on that page. Accepts no names, contact details or records.
输入模式
{
"type": "object",
"properties": {
"cancer_type": {
"type": "string",
"maxLength": 160,
"description": "Optional cancer type, e.g. \"prostate cancer\"."
},
"question": {
"type": "string",
"maxLength": 500,
"description": "Optional: what the patient wants experts to look at, without personal identifiers."
},
"preferred_destinations": {
"type": "array",
"items": {
"type": "string",
"enum": [
"cancer_commons",
"vivantx",
"palitra"
]
},
"uniqueItems": true
}
},
"additionalProperties": false
}输出模式
{
"type": "object",
"properties": {
"intake_url": {
"type": "string"
},
"consent_required": {
"type": "boolean"
},
"case_created": {
"type": "boolean"
},
"preferred_destinations": {
"type": "array",
"items": {
"type": "string"
}
},
"available_intake_destinations": {
"type": "array",
"items": {
"type": "string"
}
},
"message": {
"type": "string"
}
},
"required": [
"intake_url",
"consent_required",
"case_created",
"message"
]
}🟡send_feedback(kind, message, answer_id, tool)
Flags an OpenCancer answer for human expert review, or sends feedback to the OpenCancer team. Used when the user says an OpenCancer answer was wrong, unsafe, or incomplete, or wants to tell OpenCancer something (answer_id identifies the answer; message holds the user's words). Also used to report that an OpenCancer tool returned no usable answer (kind "missing_answer" with answer_id or tool, no message). Feedback is read by the OpenCancer team; it is not an urgent-care channel and no reply is sent through it.
输入模式
{
"type": "object",
"properties": {
"kind": {
"type": "string",
"enum": [
"wrong_or_unsafe",
"missing_answer",
"bug",
"idea",
"praise"
],
"description": "wrong_or_unsafe, missing_answer, bug, idea, or praise."
},
"message": {
"type": "string",
"maxLength": 500,
"description": "Optional. The user's feedback in their own words. Contact details are not accepted."
},
"answer_id": {
"type": "string",
"maxLength": 64,
"description": "Optional. The answer id from an OpenCancer answer."
},
"tool": {
"type": "string",
"enum": [
"ask_opencancer",
"find_clinical_trials",
"get_trial_details",
"open_case"
],
"description": "Optional. Which OpenCancer tool this is about."
}
},
"required": [
"kind"
],
"additionalProperties": false
}输出模式
{
"type": "object",
"properties": {
"saved": {
"type": "boolean"
},
"in_review_queue": {
"type": "boolean"
},
"duplicate": {
"type": "boolean"
}
},
"required": [
"saved",
"in_review_queue"
]
}社区
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