genomoncology/biomcp

• highreadme#1

  Reposition and clarify BioMCP's core identity in the README's opening

  原因：

  当前

  The current README has a `## Description` section starting with "BioMCP cuts through the usual biomedical data maze: one query reaches the sources that normally live behind different APIs, identifiers, and search habits."

  复制粘贴的修复

  复制

  Replace the entire `## Description` section with the following text, placing it immediately after the initial tagline (e.g., after "Evidence from the biomedical sources you already trust."): "BioMCP is a command-line protocol and tool for unified access to diverse biomedical data sources. It cuts through the usual biomedical data maze: one query reaches the sources that normally live behind different APIs, identifiers, and search habits. Researchers, clinicians, and agents use the same command grammar to search, focus, and pivot without rebuilding the workflow for each source. You get compact, evidence-oriented results across live public data plus local study analytics."

  待办完成忽略
• mediumtopics#2

  Add specific topics for CLI and unified data access

  原因：

  当前

  ai, bioinformatics, clinical-trials, genomics, llm, mcp, mcp-server, medical, model-context-protocol, pubmed, pubmed-central

  复制粘贴的修复

  复制

  ai, bioinformatics, clinical-trials, genomics, llm, mcp, mcp-server, medical, model-context-protocol, pubmed, pubmed-central, cli, unified-search, data-integration, biomedical-data-access

  待办完成忽略
• lowreadme#3

  Add a 'Key Differentiator' section to the README

  原因：

  复制粘贴的修复

  复制

  Add a new section, `## Key Differentiator`, immediately after the main introductory text (or after the `## Features` section), with text like: "Unlike generic search engines, individual API wrappers, or multi-omics pipelines, BioMCP provides a single command grammar to search, focus, and pivot across diverse biomedical literature, clinical trials, and local study data, eliminating the need to rebuild workflows for each source."

  待办完成忽略

本次扫描解析到的品类 GEO 通道：google/gemini-2.5-flash, deepseek/deepseek-v4-flash

• 品类问题

  How to unify searching across diverse biomedical literature and clinical trial databases?

  你：未被推荐
  AI 推荐顺序：

  1. PubMed
  2. ClinicalTrials.gov
  3. NCBI E-utilities
  4. EMBASE
  5. Cochrane Library
  6. Cochrane Central Register of Controlled Trials (CENTRAL)
  7. Dimensions
  8. Scopus
  9. Google Scholar

  AI 推荐了 9 个替代方案，却始终没点名 genomoncology/biomcp。这就是要补上的差距。

  查看 AI 完整回答
• 品类问题

  What tools help analyze local genomic study data and pivot between biomedical entities?

  你：未被推荐
  AI 推荐顺序：

  1. Galaxy
  2. R
  3. Bioconductor
  4. Python
  5. Biopython
  6. Pandas
  7. NumPy
  8. SciPy
  9. AnnData
  10. IGV
  11. UCSC Genome Browser in a Box
  12. GATK

  AI 推荐了 12 个替代方案，却始终没点名 genomoncology/biomcp。这就是要补上的差距。

  查看 AI 完整回答

• Metadata completeness

  pass

• README presence

  pass

• Compared to common alternatives in this category, what is the core differentiator of genomoncology/biomcp?

  pass
  ✓AI 明确点名了 genomoncology/biomcp

  AI 的回答可能信誓旦旦却是错的。请按事实核对：技术栈、目标人群、差异化点是不是和你实际的对得上？

• If a team adopts genomoncology/biomcp in production, what risks or prerequisites should they evaluate first?

  pass
  ✓AI 明确点名了 genomoncology/biomcp

  AI 的回答可能信誓旦旦却是错的。请按事实核对：技术栈、目标人群、差异化点是不是和你实际的对得上？

• In one sentence, what problem does the repo genomoncology/biomcp solve, and who is the primary audience?

  pass
  ✓AI 明确点名了 genomoncology/biomcp

  AI 的回答可能信誓旦旦却是错的。请按事实核对：技术栈、目标人群、差异化点是不是和你实际的对得上？