| name | paper-search |
| description | Search and retrieve academic papers about genes, targets, and diseases using paper-search-mcp tools. Use when the user asks for literature, papers, publications, PubMed, arXiv, citations, or evidence from scientific articles. |
Paper Search
Overview
This skill uses paper-search-mcp tools to find and read academic papers
relevant to gene and target research.
Search tools return metadata + abstract, not full text. Each hit includes
paper_id, title, authors, abstract, doi, published_date, url,
and optionally pdf_url. PubMed abstracts come from NCBI E-utilities; arXiv /
bioRxiv / medRxiv include preprint abstracts. Full text requires a separate
download/read step (PubMed does not support direct PDF read).
Preferred tools
| Tool | When to use |
|---|
search_papers | Broad multi-source search with deduplication |
search_pubmed | Biomedical and clinical literature |
search_arxiv | Preprints and computational biology |
search_semantic_scholar | Citation-aware metadata and open-access links |
download_with_fallback | Retrieve PDF when full text is needed |
read_paper | Extract text from a downloaded paper |
Search strategy
Literature search is required for every gene/target research run as step 5
of the unified workflow (after Open Targets and ClinPGx). Run PubMed even when
the user does not explicitly ask for papers.
-
Build queries from resolved gene symbols and disease/context terms:
"{gene_symbol}" AND (disease OR target OR association)
- Example:
"BRCA2" AND ("breast cancer" OR "DNA repair")
-
For biomedical topics, prioritize PubMed and Europe PMC sources.
-
Start with search_papers for a broad sweep; use source-specific tools
when you need finer control.
-
Use max_results=3 by default for PubMed; add arXiv when relevant.
Full-text workflow
When the user needs paper content or detailed evidence:
- Pick the most relevant result with a DOI or open-access link.
- Call
download_with_fallback with the paper metadata.
- Call
read_paper on the downloaded file to extract text.
- Quote or summarize only the sections relevant to the user's question.
Configuration notes
PAPER_SEARCH_MCP_UNPAYWALL_EMAIL is required for Unpaywall DOI lookups.
PAPER_SEARCH_MCP_SEMANTIC_SCHOLAR_API_KEY is optional but improves rate limits.
Output format
For each paper, include:
- Title
- Authors (first author et al. is fine)
- Year (from
published_date)
- Source / journal (
source field: pubmed, arxiv, etc.)
- DOI or URL
- Brief summary from the returned abstract (do not claim full-text access
unless you ran
read_*_paper)
- One-line relevance note
End with a brief synthesis of how the papers support or contradict the
gene/target findings from Open Targets data.