Atlas / Skills / brycewang-stanford / Europe Pmc Api

Europe Pmc ApiSAFE

skills/brycewang-stanford/europe-pmc-api

🔬 A curated collection of 23,000+ agent skills for empirical research across 8 social science disciplines. | 精选 23,000+ AI Agent 技能库,覆盖8大社会科学学科的实证研究。CoPaper.AI 20分钟完成一篇可复现的规范实证论文,并支持用户上传 Skills。-- Maintained by CoPaper.AI from Stanford REAP.

Verdict
SAFE
Grade
B
Trust score
89 /100
Version
—
Hosts
2 documented
License
NOASSERTION
Stars
4,535
01

Overview

🔬 A curated collection of 23,000+ agent skills for empirical research across 8 social science disciplines. | 精选 23,000+ AI Agent 技能库,覆盖8大社会科学学科的实证研究。CoPaper.AI 20分钟完成一篇可复现的规范实证论文,并支持用户上传 Skills。-- Maintained by CoPaper.AI from Stanford REAP.

Read from source at commit e1ba289846fdOBSERVED · 2026-10-08
02

Host compatibility

What the documentation claims. We have not run a compatibility test.

HostStatusNotes
cursormentioned
openclawmentioned
03

What it tells the agent

The instruction file, verbatim from the audited commit — this is the text the model reads, and the surface the audit's instruction layer examines. Quoted here so you can judge it without cloning anything.

---
name: europe-pmc-api
description: "Search biomedical and life sciences literature via Europe PMC"
metadata:
  openclaw:
    emoji: "🔍"
    category: "literature"
    subcategory: "search"
    keywords: ["academic database search", "literature search", "citation tracking", "field-specific search"]
    source: "https://europepmc.org/RestfulWebService"
---

# Europe PMC API Guide

## Overview

Europe PMC (PubMed Central) is a free, comprehensive biomedical literature database maintained by the European Bioinformatics Institute (EMBL-EBI) as part of a network of 32 European funders. It provides access to over 40 million biomedical and life sciences publications, including abstracts from PubMed/MEDLINE, full-text articles from PubMed Central, patents from the European Patent Office, and preprints from biomedical preprint servers.

Europe PMC extends beyond PubMed by integrating additional European content, preprints, and rich text-mined annotations. It provides links to biological databases (UniProt, Protein Data Bank, etc.), grant information from funders, and citation data. The annotation features include gene/protein mentions, disease names, organism identifiers, and chemical entities extracted via machine learning.

The API is free, requires no authentication, and supports 10 requests per second. It returns JSON or XML and offers advanced query syntax with field-specific searches, boolean operators, and date range filters.

## Authentication

No authentication required. The Europe PMC API is fully open. No API key, registration, or email is needed. The API enforces a rate limit of 10 requests per second per IP address. Including a descriptive User-Agent header is considered good practice.

## Core Endpoints

### Search: Full-Text Literature Search

- **URL**: `GET https://www.ebi.ac.uk/europepmc/webservices/rest/search`
- **Parameters**:
  | Param | Type | Required | Description |
  |-------|------|----------|-------------|
  | query | string | Yes | Search query (supports field codes: TITLE, AUTH, JOURNAL, DOI, etc.) |
  | format | string | No | Response format: json (default) or xml |
  | resultType | string | No | lite (default) or core (includes full abstract and metadata) |
  | pageSize | integer | No | Results per page (default: 25, max: 1000) |
  | cursorMark | string | No | Cursor for deep pagination (use nextCursorMark from response) |
  | sort | string | No | Sort field: RELEVANCE, CITED, DATE (default: RELEVANCE) |
  | synonym | boolean | No | Enable MeSH synonym expansion (default: true) |
- **Example**:
  ```bash
  curl "https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=CRISPR+AND+cancer&format=json&resultType=core&pageSize=10&sort=CITED+desc"
  ```
- **Response**: JSON with `hitCount`, `nextCursorMark`, and `resultList.result` array. Each result contains `id`, `source` (MED, PMC, PPR, PAT), `pmid`, `pmcid`, `doi`, `title`, `authorString`, `journalTitle`, `pubYear`, `abstractText`, `citedByCount`, `isOpenAccess`, and `fullTextUrlList`.

### Citations: Papers Citing a Publication

- **URL**: `GET https://www.ebi.ac.uk/europepmc/webservices/rest/{source}/{id}/citations`
- **Parameters**:
  | Param | Type | Required | Description |
  |-------|------|----------|-------------|
  | source | string | Yes | Source database: MED (PubMed), PMC, PPR (preprint), PAT (patent) |
  | id | string | Yes | The publication ID (PMID, PMCID, etc.) |
  | format | string | No | json or xml |
  | page | integer | No | Page number (default: 1) |
  | pageSize | integer | No | Results per page (default: 25) |
- **Example**:
  ```bash
  curl "https://www.ebi.ac.uk/europepmc/webservices/rest/MED/33116299/citations?format=json&pageSize=10"
  ```
- **Response**: JSON with `hitCount` and `citationList.citation` array containing citing publication metadata.

### References: Papers Cited by a Publication

- **URL**: `GET https://www.ebi.ac.uk/europepmc/webservices/rest/{source}/{id}/references`
- **Parameters**:
  | Param | Type | Required | Description |
  |-------|------|----------|-------------|
  | source | string | Yes | Source database |
  | id | string | Yes | The publication ID |
  | format | string | No | json or xml |
  | page | integer | No | Page number |
  | pageSize | integer | No | Results per page |
- **Example**:
  ```bash
  curl "https://www.ebi.ac.uk/europepmc/webservices/rest/MED/33116299/references?format=json&pageSize=50"
  ```
- **Response**: JSON with `referenceList.reference` array containing reference metadata.

## Rate Limits

The API enforces a rate limit of 10 requests per second per IP address. There is no daily request cap. Exceeding the rate limit returns HTTP 429. For bulk data access, Europe PMC provides OAI-PMH harvesting, FTP bulk downloads, and SPARQL endpoint access. Cursor-based pagination (using `cursorMark`) is required for retrieving beyond the first 10,000 results.

## Common Patterns

### Systematic Review Search

Perform a structured biomedical search with MeSH terms and date filters:

```bash
curl -s "https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=(TITLE:immunotherapy+AND+TITLE:melanoma)+AND+(PUB_YEAR:[2022+TO+2026])&format=json&resultType=core&pageSize=25&sort=CITED+desc" | jq '.resultList.result[] | {title: .title, journal: .journalTitle, year: .pubYear, citations: .citedByCount, oa: .isOpenAccess}'
```

### Find Preprints Related to a Topic

Search specifically in the preprint sources indexed by Europe PMC:

```bash
curl -s "https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=(SRC:PPR)+AND+large+language+models+AND+biology&format=json&pageSize=10" | jq '.resultList.result[] | {title: .title, source: .source, year: .pubYear, doi: .doi}'
```

### Build a Citation Map for a Key Paper

Retrieve both citations and references to map a paper's scholarly context:

```bash
# Get papers that cite the target
curl -s "https://www.ebi.ac.uk/europepmc/webservices/rest/MED/33116299/citations?format=json&pageSize=50" | jq '.citationList
04

Trust audit

SAFEgrade B · trust 89/100 Nothing in the source contradicts what it says it does. Grade A is reserved for packages that have also passed the behavioural sandbox.

LayerWhat it checksResult
L0Provenance & inventoryPASS
L1Static analysis of the codeNA
L2Instruction surface (what it tells the agent)PASS
L3Class-specific surfacePASS
L4Behavioural (sandbox)SKIPPED

What the source does

Filesystem
none-observed
Network
none-observed
Shell
none-observed
Dependencies
pinned
Secrets in source
none-found

Findings (0)

No findings outside the package's declared scope.

Gates applied: no_behavioural_pass.

Audited 2026-10-08 · audit v0.4.1 · source sha e1ba289846fdfull audit observations/trust-audit/skill/brycewang-stanford__europe-pmc-api.json · Report an issue / request a re-scan
05

Audit history

Every audit this skill has had.

DateSourceVerdictGradeScoreChange
2026-10-08e1ba289846fdSAFEB89first audit
06

Questions

What does the Europe Pmc Api skill do?

🔬 A curated collection of 23,000+ agent skills for empirical research across 8 social science disciplines. | 精选 23,000+ AI Agent 技能库,覆盖8大社会科学学科的实证研究。CoPaper.AI 20分钟完成一篇可复现的规范实证论文,并支持用户上传 Skills。-- Maintained by CoPaper.AI from Stanford REAP.

Is Europe Pmc Api safe to install?

The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean skill reads B.

What can Europe Pmc Api access on my machine?

The audit observed no filesystem, network or shell use at all in its source.

Which assistants does Europe Pmc Api work with?

Its documentation mentions cursor and openclaw. That is what the text claims, not a compatibility test we ran.

How current is this page?

The grade is for one exact copy of the source (e1ba289846fd), read on 2026-10-08. The repository is watched, and a new audit runs when it changes — this is the first audit.

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