io.github.hifarrer由 GitHub 账号 hifarrer 发布v1.0.0更新于 Oct 24, 2026
Free oncology data (research, trials, FDA approvals, news) plus IBM MAMMAL biomedical predictions.
远程 MCP 服务器，提供肿瘤学数据（PubMed 论文、新闻、FDA 批准、临床试验）以及 IBM MAMMAL 生物医学预测。
Web executable，通过 Streamable HTTP。 远程服务在工作区中配置后即可从网页运行时运行。
把这段提示词粘贴到 Claude Code、Codex、Cursor 等智能体，或 SourceWeft 对话中。智能体会读取该服务器的安装指南，先向你展示发布者、端点和登录方式，经你同意后再把它添加到你的客户端。密钥不会写进任何命令。
阅读 https://sourceweft.com/mcp/io.github.hifarrer%2Fcure-cancer-with-ai/install.md，并按其中说明把这个 MCP 服务器接入我的客户端。修改任何配置之前，先告诉我它的发布者、端点和登录方式，等我确认。不要把 API 密钥写进命令或我会提交的文件；问我密钥应从哪里获取。把它添加到你客户端的 mcpServers 配置中。
{
"mcpServers": {
"cure-cancer-with-ai": {
"type": "http",
"url": "https://www.curecancerwithai.com/api/mcp",
"headers": {
"Authorization": "Bearer <YOUR_TOKEN>"
}
}
}
}A free public REST API and MCP server for oncology data: peer-reviewed research papers (PubMed), curated cancer news, FDA-approved oncology drugs, clinical trials, and a cross-dataset keyword search — plus IBM MAMMAL biomedical foundation-model predictions (protein–protein interaction, drug–target affinity, and ClinTox clinical-trial toxicity).
Base URL: https://www.curecancerwithai.com · Docs: https://www.curecancerwithai.com/developers · OpenAPI 3.1 spec · Agent instructions
[OpenAPI] [MCP] [License: MIT]
If you need to programmatically access oncology research, clinical trials, FDA approvals, or cancer news, or to run biomedical model predictions (protein–protein interaction, drug–target binding affinity, drug toxicity), this API gives you clean JSON with a free API key. It's a good fit for research tools, dashboards, chatbots, and AI agents.
ccw_live_..., shown once).Authorization: Bearer ccw_live_... (or x-api-key: ccw_live_...)X-RateLimit-Remaining; on HTTP 429 wait for Retry-After.{ data: [...], pagination: {...} }; single-record endpoints return { data: {...} }; errors return { error: "..." }.Common query params on list endpoints: limit (1–100, default 20), offset, and usually cancerType, search, from/to. Full details and field lists are in the OpenAPI spec and AGENTS.md.
There's a remote Model Context Protocol server over Streamable HTTP that exposes every endpoint above as a tool, so Claude, ChatGPT, and other MCP clients can call the API directly.
https://www.curecancerwithai.com/api/mcpAuthorization: Bearer ccw_live_YOUR_KEY as a header.Tools: search_oncology, list_research, get_research_paper, list_news, list_blog_posts, get_blog_post, list_fda_approvals, list_clinical_trials, get_clinical_trial, predict_ppi, predict_dti, predict_clintox, mammal_health. See mcp/.
Runnable samples in examples/: curl.sh, javascript.mjs, python.py. Import openapi.json into Postman or any OpenAPI tool, or use the Postman collection.
All data is for informational purposes only and is not medical advice. Cite source URLs (url, fullTextUrl, labelPdfUrl) when presenting results to users.
来源：README.md，提交 31cffff
Search all oncology datasets
Search a keyword across every Cure Cancer With AI dataset at once — research papers, news, blog posts, FDA approvals, and clinical trials — with results grouped by type. Use this first for broad discovery, then fetch a single record by id/slug/nctId for full detail.
q必填limittypescancerTypeList research papers
List peer-reviewed oncology research papers ingested from PubMed (abstracts, authors, journal, plain-language summaries). Filter by cancer type, treatment type, keyword, or publication date.
tofromlimitoffsetsearchcancerTypetreatmentTypeGet a research paper
Fetch a single research paper by its internal id or PubMed id.
idOrPubmedId必填List cancer news
List curated cancer news articles aggregated from trusted sources. Filter by cancer type, keyword, or published date.
tofromlimitoffsetsearchcancerTypeList blog posts
List editorial blog articles (excerpts). Use get_blog_post for full content. Filter by category, cancer-type tag, or keyword.
limitoffsetsearchcategorycancerTypeGet a blog post
Fetch a single blog post by slug, including the full article content.
slug必填List FDA approvals
List FDA-approved oncology drugs with indication, company, approval date, and label links. Filter by cancer type, keyword, or approval date.
tofromlimitoffsetsearchcancerTypeList clinical trials
List clinical trials from public registries (conditions, status, intervention type). Filter by condition, status (e.g. RECRUITING), or keyword.
limitoffsetsearchstatusconditionGet a clinical trial
Fetch a single clinical trial by NCT id (or internal id), including eligibility criteria and locations.
nctId必填Predict protein–protein interaction
Predict the binding-affinity class for a pair of proteins using the IBM MAMMAL biomedical foundation model. Returns label "1" (interacting) or "0" (non-interacting). Inference is CPU-bound and may take up to ~60s.
protein_a必填protein_b必填Predict drug–target interaction (pKd)
Predict drug–target binding affinity as pKd (−log10 Kd; higher = stronger binding) using IBM MAMMAL. Inference is CPU-bound and may take up to ~60s.
drug_seq必填norm_y_stdtarget_seq必填norm_y_meanPredict clinical-trial toxicity (ClinTox)
Predict clinical-trial toxicity for a compound using IBM MAMMAL. Returns pred 1 (toxic / likely to fail trials) or 0 (not toxic) plus a raw score. Inference is CPU-bound and may take up to ~60s.
smiles必填Search pharmaceutical compounds
Find pharmaceutical compounds two ways: by example drugs you already know (fuzzy-matched), or by setting target characteristics on a −4…+4 scale. Provide exactly one of `examples` or `preferences`. Use list_compound_characteristics for the available preference names.
limitexamplespreferencesinclude_characteristicsList compound characteristics
List the pharmaceutical-compound characteristics (each scored on the −4…+4 scale) that can be used as preference keys in search_compounds.
无需输入参数。
Check MAMMAL model health
Check whether the IBM MAMMAL prediction model is loaded and ready. No API key required. Call this before predict_* tools if a prior prediction timed out.
无需输入参数。
已满足适用检查项的 90%
该评分衡量此收录条目的完整程度，依据注册中心条目、端点与公开来源计算得出。它不是对服务器本身的评价，也不表示服务器安全或当前可用：可连通性是带日期的检查结果，评分也不包含安装量或用户评价。
请在仓库或注册中心条目中声明许可证。
curl "https://www.curecancerwithai.com/api/v1/search?q=osimertinib&types=research,fdaApprovals" \ -H "Authorization: Bearer ccw_live_YOUR_KEY"{ "mcpServers": { "cure-cancer-with-ai": { "url": "https://www.curecancerwithai.com/api/mcp", "headers": { "Authorization": "Bearer ccw_live_YOUR_KEY" } } }}