A
licenseA
qualityB
maintenanceProvides validated clinical scoring tools for AI agents via MCP, with evidence-based calculators and smart tool discovery.
6
4
Apache 2.0
SanYu Research Engine
by kfx2026
Provides PubMed literature search capabilities, allowing agents to retrieve medical literature as part of research workflows.
This server has a remotely hosted endpoint. Open its connector listing for connection details, authentication requirements, and setup instructions:
SanYu Research Engine — MCP Server
Real-algorithm medical research engines. 100+ deterministic tools. No LLM guessing.
一个跑在公网上的 MCP 服务器，把确定性算法（统计检验、生存分析、生信算子、引物设计、文献检索） 暴露给任何支持 MCP 的智能体（Claude、ChatGPT、Cursor、Cline、Dify、Coze、自研脚本）。
它和"大模型套壳"的区别
别人的科研 agent | 这个 |
LLM 生成数字，看起来像真的 | SciPy / statsmodels / 自研算子真算 |
你没法判断真假 | 每个响应强制带 |
出错难追溯 | 每次调用落审计（参数只存 SHA-256，患者数据不进日志） |
缺参数就瞎猜 | 返回 |
算不出也硬给 | 引擎不可用时如实返回 |
Related MCP server: BioMCP
连接
https://sanyu.wentangkeji.com/api/mcp传输：Streamable HTTP（协议
2025-06-18/2025-03-26/2024-11-05自动协商）认证：
Authorization: Bearer sk-sanyu-xxx看目录不需要密钥（
tools/list公开），执行才需要密钥获取：注册后在 https://sanyu.wentangkeji.com 的「API 密钥」页生成（注册送试用积分）
Claude Code
claude mcp add --transport http sanyu https://sanyu.wentangkeji.com/api/mcp \
--header "Authorization: Bearer sk-sanyu-你的密钥"Cursor / Cline / 任何 mcp.json
{
"mcpServers": {
"sanyu": {
"type": "http",
"url": "https://sanyu.wentangkeji.com/api/mcp",
"headers": { "Authorization": "Bearer sk-sanyu-你的密钥" }
}
}
}只支持本地进程的旧客户端
{
"mcpServers": {
"sanyu": {
"command": "npx",
"args": ["-y", "mcp-remote", "https://sanyu.wentangkeji.com/api/mcp",
"--header", "Authorization: Bearer sk-sanyu-你的密钥"]
}
}
}Dify / Coze（导入 OpenAPI）
https://sanyu.wentangkeji.com/api/open/v1/openapi.json认证方式选 Bearer，填 sk-sanyu-xxx。
工具分类（100+）
类别 | 代表动作 |
统计分析 | ROC/AUC、DeLong、校准曲线、生存分析（KM/Cox）、ANOVA 及两两比较、置换检验、Egger 检验、IPTW、SMD 均衡 |
数据采集 | Table 1（基线表）、亚组 Table 1、数据快速画像 |
生信解读 | 差异表达、GO/KEGG 富集、PPI 网络、单细胞分析、代谢组 PCA/PLS-DA/火山图/热图 |
湿实验与序列 | 引物设计、Tm 计算、序列翻译/ORF/酶切位点、qPCR 2^-ΔΔCt、蛋白理化性质 |
建模预测 | 列线图、SHAP、PSI、NCA 药代、PK/PD 模拟 |
文献 | PubMed 检索、站内全文检索、引文格式化 |
完整清单：GET /api/open/v1/actions 或 MCP 的 tools/list。
计费
类型 | 每次 |
统计 / 序列 / 病理 | 1 分 |
文献检索 | 2 分 |
生信管线 | 5 分 |
免费档 | 每 key 每日 100 分封顶，注册送试用积分 |
频率 | 60 次/分钟/每把 key（不按 IP，防伪造） |
失败不扣分：引擎不可用、参数缺失、动作未开放，一律 0 扣分。
写权限边界
开放的只有计算类动作。写平台、写别人数据、动语料库——目录里根本没有这些工具：
传
project_id/user_id会被主动剥离，并在warnings里说明写作、CRF 建表、保存结果、删项目等动作不在白名单
响应示例
{
"success": true,
"action": "act_roc",
"engine_status": "real",
"data_source": "local_computation",
"result": { "auc": 0.86, "ci": [0.74, 0.95], "n": 120 },
"cost": 1,
"audit_id": 88123,
"credits_balance": 499,
"warnings": []
}服务卡
https://sanyu.wentangkeji.com/api/mcp/card许可
MIT
This server cannot be deployed
Maintenance
ActivityMaintained
ResponsivenessNo recent community issues
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Governed data discovery, exact queries, decisions, simulations, and runtime utilities over MCP.
214 tools for AI agents over one MCP endpoint: image, video, audio, 3D, data, storage, mail, GPUs.
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