io.github.kfx2026/sanyu-research

up checked 2026-11-10T20:37:42.514Z

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Publisher-provided title

三域医研 · 科研算法引擎 (SanYu Research Engine)

Publisher-provided description

147 tools: deterministic compute + 39 AI writers; each response self-labels data_source + verified.

Summary by lookupd

Runs research computations such as sample size, statistics and AUC tests, plus AI-assisted writing for papers, protocols and citations.

Install

Claude Code, remote (streamable-http)

claude mcp add --transport http sanyu-research https://sanyu.wentangkeji.com/api/mcp

Codex, remote (streamable-http)

codex mcp add sanyu-research --url https://sanyu.wentangkeji.com/api/mcp

Cursor, remote (streamable-http) → .cursor/mcp.json

{
  "mcpServers": {
    "sanyu-research": {
      "url": "https://sanyu.wentangkeji.com/api/mcp"
    }
  }
}

Other clients: docs. Or tell your agent: Set up lookupd for me: read https://lookupd.com/agent.md and follow it.

Tools (showing 30 of 150)

Publisher-provided text

• academic_polish Academic language polishing / 中英文润色 | USE WHEN: the user wants a paragraph polished: academic English, remove Chinglish, tighten wording | ALIASES: 润色, 改英语, 中式表
• acceptance_probability Acceptance probability / 录用概率预测 | USE WHEN: the user asks the chance of acceptance at a specific journal | ALIASES: 中稿概率, 录用概率, 能中吗, acceptance, predict success
• act_deep_compare_revisions 改稿前后对比 用户想知道改完的稿子比原来好在哪、有没有改坏 逐段差异与改进评估
• act_distribution_fit 分布拟合检验 用户问数据是不是正态、服从什么分布 拟合优度
• act_omics_paper_draft 多组学论文段落 用户有多组学结果要写成论文段落 论文段落
• act_protein_paper_draft 蛋白组论文段落 用户有蛋白组结果要写成方法/结果段落 论文段落
• act_protocol_ai_generate AI 生成实验协议 用户要做湿实验、要一份可照着做的 protocol（qPCR/WB/ELISA 等） 分步实验协议
• animal_dose_volume Animal dose & injection volume / 动物给药量计算 | USE WHEN: compute the dose (mg) and injection volume (mL) for an animal from body weight and mg/kg | ALIASES: 动物给药量,
• animal_randomization Animal randomization / 动物随机分组 | USE WHEN: randomly assign animals to groups as required by ARRIVE | ALIASES: 动物随机分组, animal randomization, 分组表, 动物分组 | RETURNS:
• animal_sample_size Animal sample size (3R) / 动物实验样本量 | USE WHEN: how many animals per group are needed (power-based, ARRIVE/3R wording) | ALIASES: 动物样本量, 动物要多少只, 每组几只, animal samp
• animal_survival_km Animal survival analysis / 动物生存分析 | USE WHEN: Kaplan-Meier and log-rank on animal death/survival times | ALIASES: 动物生存分析, 生存曲线, log-rank, animal survival, KM, 死
• arrive_checklist ARRIVE 2.0 checklist / ARRIVE 2.0 检查 | USE WHEN: check an animal experiment against the ARRIVE 2.0 reporting guideline | ALIASES: ARRIVE, 动物实验规范, 动物伦理报告, animal
• atac_diff ATAC-seq differential accessibility / ATAC 差异可及性 | USE WHEN: differential open regions from ATAC-seq counts | ALIASES: ATAC, 差异可及性, 染色质开放, differential accessib
• bioequivalence_compare Bioequivalence (BE) / 生物等效性评价 | USE WHEN: compare test vs reference AUC/Cmax and judge 80-125% bioequivalence with 90% CI | ALIASES: 生物等效性, BE, AUC Cmax, 90%CI,
• calibration_curve Calibration curve (prediction model) / 校准曲线 | USE WHEN: assess calibration of a risk model and get the curve plus Brier score | ALIASES: 校准曲线, 校准度, Brier, calib
• cell_assay_calc Cell assay calculator / 细胞实验通用计算 | USE WHEN: CCK8 / wound healing / Transwell / colony formation calculations (pick tool_id: cck8, wound-healing, transwell, col
• chip_peak_calling ChIP-seq peak calling / ChIP-seq Peak calling | USE WHEN: call peaks from ChIP-seq reads | ALIASES: ChIP-seq, peak calling, 峰识别, 转录因子结合, ChIP | RETURNS: peak 清单
• citation_format Citation formatting / 引文格式化 | USE WHEN: reformat references to Vancouver / APA / GB-T 7714 | ALIASES: 参考文献格式, 引文格式, Vancouver, APA, GB/T 7714, citation, 文献格式 |
• citation_verify Verify citation authenticity / 引文真实性核验 | USE WHEN: check whether references are fabricated (existence check against the local corpus) | ALIASES: 核验参考文献, 引用是真的吗,
• classification_metrics Classification metrics / 分类性能报告 | USE WHEN: full diagnostic performance set: accuracy, sensitivity, specificity, PPV, NPV, F1 | ALIASES: 分类性能, 准确率, 敏感度, 特异度, PP
• cloning_design Molecular cloning design / 克隆方案设计 | USE WHEN: design a plasmid construct: homology arms, primers, assembly strategy | ALIASES: 分子克隆, 构建质粒, 同源臂, cloning, Gibson,
• consort_flowchart CONSORT flow diagram / CONSORT 流程图 | USE WHEN: draw a CONSORT participant flow diagram from screening/randomization/loss counts | ALIASES: CONSORT流程图, 流程图, 入组流程
• cover_letter Cover letter / 投稿信 Cover Letter | USE WHEN: the user wants a cover letter to the journal editor | ALIASES: 投稿信, cover letter, 给编辑的信, 投稿说明 | RETURNS: 投稿信正文
• crf_sdtm_validate CRF / SDTM validation / CRF 数据校验（SDTM） | USE WHEN: check whether CRF data meets CDISC SDTM conventions before export | ALIASES: CRF校验, SDTM, CDISC, 数据合规, 导出前检查,
• dataframe_parse Parse pasted data / infer column types / 数据解析与列类型识别 | USE WHEN: the user pasted a CSV/table blob: get shape, column types, missingness before analysis | ALIASES
• dataset_columns List data columns / 读取数据列名 | USE WHEN: list the variables in an uploaded data file (do this before Table 1 / modeling so you use real column names) | ALIASES: 列
• dataset_profile Dataset profile / 数据快速画像 | USE WHEN: first look at a data file: distributions, missingness, outliers, data quality overview | ALIASES: 数据长什么样, 描述统计, 缺失情况, 数据质量,
• decision_arbitration Multi-option decision arbitration / 决策引擎裁决 | USE WHEN: the user must choose between several options or pipelines and wants a quantified ruling | ALIASES: 裁决, 取舍
• deep_peer_review Deep peer review (six dimensions) / 深度审稿（六维） | USE WHEN: the user wants reviewer-grade deep comments, as if reviewed by a strict peer reviewer | ALIASES: 深度审稿,
• delong_auc_compare DeLong test (compare two AUCs) / 两条 ROC 的 AUC 比较（DeLong） | USE WHEN: compare two ROC AUCs from the same subjects and test whether the difference is significant

Details

• Version: 1.3.0
• Transports: streamable-http
• Uptime (7 days): 100%
• Median latency: 2957 ms
• First indexed: 2026-11-06T17:17:30.451Z
• Last seen in registry: 2026-11-10T13:17:24.670Z
• Repository: https://github.com/kfx2026/sanyu-research-mcp
• Website: https://sanyu.wentangkeji.com

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