literature-search-europepmc

Europe PMC Database

A skill for searching, downloading, and exploring open-access papers from Europe PMC — a comprehensive, free life-science literature database with over 43 million abstracts and 9 million full-text articles.

Prerequisites

1. uv: Read the uv skill and follow its Setup instructions to ensure uv is installed and on PATH.
2. User Notification: If .licenses/literature_search_europepmc_LICENSE.txt does not already exist in the workspace root directory then (1) prominently notify the user to check the terms at https://europepmc.org/ and to always check the license of the papers retrieved by the skill for any restrictions, then (2) create the file recording the notification text and timestamp.

Core Rules

• Open Access Only: This skill exclusively searches open-access content. The script automatically appends OPEN_ACCESS:y to every search query. Do NOT remove or override this filter.
• NEVER run python3 or python3 -c directly: the system Python does not necessarily have all key dependencies. Do not attempt to pip install or create new venvs.
• Use the Wrapper: ALWAYS use the provided script rather than calling the API directly. The script handles rate limiting (1 req/s) and errors.
• Output Files: All subcommands require --output to write results to a file. Read the output file separately to avoid context overflow.
• List Sources. If this skill is used, ensure this is mentioned in the output AND list the URLs of all papers that were used in producing the output.

Utility Scripts

All commands are subcommands of scripts/europepmc_api.py. Rate limiting and retries are handled automatically.

1. Search (search)

Search Europe PMC by query. Supports DOI lookup, keyword search, author search, PMID lookup, and the full Europe PMC search syntax.

# Look up a paper by DOI
uv run scripts/europepmc_api.py search "DOI:10.1038/s41586-021-03819-2" --output result.json
 
# Keyword search
uv

Arguments:

• query (str, required) — search query using Europe PMC syntax
• --output (str, required) — output JSON file path
• --max_results (int, default 10) — maximum results per page (max 1000)
• --result_type (str, default core) — core (full metadata) or lite
• --cursor (str, default *) — cursor mark for pagination; pass the nextCursorMark value from a previous response to get the next page
• --sort (str) — sort order, e.g. CITED desc, P_PDATE_D desc (publication date descending), P_PDATE_D asc

Output: JSON file with three fields:

• hitCount (int) — total number of matching articles
• nextCursorMark (str) — cursor for next page; empty string if no more pages
• results (list) — array of article metadata objects

Search Syntax Quick Reference:

• DOI:10.xxxx/yyyy — look up by DOI
• EXT_ID:12345678 AND SRC:MED — look up by PMID
• AUTH:surname initials — author search
• TITLE:keyword — search in title only
• JOURNAL:name — search by journal
• PUB_YEAR:2024 or (FIRST_PDATE:[2023-01-01 TO 2023-12-31]) — date filter
• HAS_FT:y — restrict to articles with full text in Europe PMC
• Boolean operators: AND, OR, NOT

Note: OPEN_ACCESS:y is automatically appended to all queries. You do not need to add it manually.

2. Download PDF (download_pdf)

Download an open-access PDF from Europe PMC by PMCID.

Arguments:

• pmcid (str, required) — PubMed Central ID (e.g., PMC8371605)
• --output (str, required) — filepath to save the PDF

Output: Saves the PDF to the specified file. Exits with an error if the PMCID is not found or the response is not a valid PDF. Whenever you download a PDF, check the pdf downloaded is not empty or corrupted.

3. Get Full Text (get_fulltext)

Retrieve the full text of an open-access article and save to a file. Returns plain text (XML tags stripped) by default, or raw XML with --format xml.

Arguments:

• pmcid (str, required) — PubMed Central ID
• --output (str, required) — output file path
• --format (str, default text) — text (plain text) or xml (raw JATS XML)

Output: Full text written to the specified file. Exits with an error if the article is not in the Europe PMC open-access subset.

Important: Only articles in the PMC Open Access Subset have full text available. If retrieval fails, use search to check the isOpenAccess field and fall back to the abstract.

4. Get Citations (get_citations)

Retrieve articles that cite a given paper.

Arguments:

• source (str, required) — source database: MED (PubMed), PMC, PPR (preprints), PAT (patents)
• article_id (str, required) — article ID in the source database
• --output (str, required) — output JSON file path
• --page (int, default 1) — page number
• --page_size (int, default 25) — results per page

Output: JSON file with hitCount and citations array.

5. Get References (get_references)

Retrieve the reference list (bibliography) of a given paper.

Arguments:

• source (str, required) — source database: MED, PMC, PPR, PAT
• article_id (str, required) — article ID in the source database
• --output (str, required) — output JSON file path
• --page (int, default 1) — page number
• --page_size (int, default 25) — results per page

Output: JSON file with hitCount and references array.

Common Workflows

DOI to PDF

PMID to Full Text

Citation Graph Traversal

Search with Pagination