bgpt-paper-search
BGPT is a remote MCP server that searches a curated database of scientific papers built from raw experimental data extracted from full-text…
Maintainer FreedomIntelligence · Last updated April 1, 2026
Search PubMed for scientific literature. Use when the user asks to find papers, search literature, look up research, find publications, or asks about recent studies. Triggers on "pubmed", "papers", "literature", "publications", "research on", "studies about".
Original source
https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills/tree/main/skills/pubmed-search
Skill Snapshot
Source Doc
handle = Entrez.efetch(db="pubmed", id=id_list, rettype="xml") records = Entrez.read(handle) handle.close()
for article in records['PubmedArticle']: medline = article['MedlineCitation'] pmid = str(medline['PMID']) title = medline['Article']['ArticleTitle']
# Get authors
authors = medline['Article'].get('AuthorList', [])
first_author = f"{authors[0].get('LastName', '')} {authors[0].get('Initials', '')}" if authors else "Unknown"
# Get journal and year
journal = medline['Article']['Journal']['Title']
pub_date = medline['Article']['Journal']['JournalIssue'].get('PubDate', {})
year = pub_date.get('Year', 'N/A')
# Get abstract
abstract_parts = medline['Article'].get('Abstract', {}).get('AbstractText', [])
abstract = ' '.join(str(a) for a in abstract_parts)[:300]
print(f"PMID: {pmid}")
print(f"Title: {title}")
print(f"Authors: {first_author} et al.")
print(f"Journal: {journal} ({year})")
print(f"Abstract: {abstract}...")
print(f"Link: https://pubmed.ncbi.nlm.nih.gov/{pmid}/")
print()
## 5. Advanced searches
Support these query patterns:
- `"CRISPR"[Title] AND "delivery"[Title]` — title-specific
- `"2026"[Date - Publication]` — date filter
- `"Nature"[Journal]` — journal filter
- `review[Publication Type]` — type filter
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