Best use case
scielo-api is best used when you need a repeatable AI agent workflow instead of a one-off prompt.
Access Latin American and developing world research via SciELO API
Teams using scielo-api should expect a more consistent output, faster repeated execution, less prompt rewriting.
When to use this skill
- You want a reusable workflow that can be run more than once with consistent structure.
When not to use this skill
- You only need a quick one-off answer and do not need a reusable workflow.
- You cannot install or maintain the underlying files, dependencies, or repository context.
Installation
Claude Code / Cursor / Codex
Manual Installation
- Download SKILL.md from GitHub
- Place it in
.claude/skills/scielo-api/SKILL.mdinside your project - Restart your AI agent — it will auto-discover the skill
How scielo-api Compares
| Feature / Agent | scielo-api | Standard Approach |
|---|---|---|
| Platform Support | Not specified | Limited / Varies |
| Context Awareness | High | Baseline |
| Installation Complexity | Unknown | N/A |
Frequently Asked Questions
What does this skill do?
Access Latin American and developing world research via SciELO API
Where can I find the source code?
You can find the source code on GitHub using the link provided at the top of the page.
Related Guides
SKILL.md Source
# SciELO API
## Overview
SciELO (Scientific Electronic Library Online) is the primary open access platform for scholarly journals in Latin America, the Caribbean, Spain, Portugal, and South Africa. It indexes 1,800+ peer-reviewed journals and 900K+ articles, many not indexed elsewhere. All content is open access. The API provides article search, journal metadata, and bibliometric indicators. Free, no authentication required.
## API Endpoints
### ArticleMeta API
Search and retrieve articles:
```bash
# Search articles by keyword
curl "https://articlemeta.scielo.org/api/v1/article/?collection=scl&q=machine+learning"
# Get article by PID (SciELO identifier)
curl "https://articlemeta.scielo.org/api/v1/article/?code=S0100-204X2024000100001"
# Filter by collection (country)
curl "https://articlemeta.scielo.org/api/v1/article/?collection=esp&q=climate+change"
# Filter by journal ISSN
curl "https://articlemeta.scielo.org/api/v1/article/?issn=0100-204X&from_date=2024-01-01"
```
### Collection Codes
| Code | Country/Region |
|------|---------------|
| `scl` | Brazil |
| `esp` | Spain |
| `mex` | Mexico |
| `col` | Colombia |
| `chl` | Chile |
| `arg` | Argentina |
| `cub` | Cuba |
| `ven` | Venezuela |
| `prt` | Portugal |
| `zaf` | South Africa |
### Journal Metadata
```bash
# List journals in a collection
curl "https://articlemeta.scielo.org/api/v1/journal/?collection=scl"
# Get journal by ISSN
curl "https://articlemeta.scielo.org/api/v1/journal/?issn=0100-204X"
# Journal indicators
curl "https://analytics.scielo.org/api/v1/journal/?issn=0100-204X"
```
### SciELO Search API
Full-text search with facets:
```bash
# Full-text search
curl "https://search.scielo.org/?q=biodiversity+conservation&format=json&count=20"
# Filter by subject area
curl "https://search.scielo.org/?q=neural+networks&filter[subject_area]=Computer+Science&format=json"
# Filter by year range
curl "https://search.scielo.org/?q=CRISPR&filter[year_cluster]=2023-2026&format=json"
# Filter by language
curl "https://search.scielo.org/?q=epidemiology&filter[la]=en&format=json"
```
### Query Parameters
| Parameter | Description | Example |
|-----------|-------------|---------|
| `q` | Free-text query | `q=tropical+ecology` |
| `collection` | Country code | `collection=scl` |
| `issn` | Journal ISSN | `issn=0100-204X` |
| `from_date` | Articles from date | `from_date=2024-01-01` |
| `until_date` | Articles until date | `until_date=2026-12-31` |
| `format` | Response format | `json`, `xml` |
| `count` | Results per page | `count=50` |
| `offset` | Pagination offset | `offset=20` |
## Python Usage
```python
import requests
ARTICLE_API = "https://articlemeta.scielo.org/api/v1"
SEARCH_API = "https://search.scielo.org"
def search_scielo(query: str, collection: str = None,
count: int = 20) -> list:
"""Search SciELO articles."""
params = {"q": query, "format": "json", "count": count}
if collection:
params["collection"] = collection
resp = requests.get(f"{SEARCH_API}/", params=params)
resp.raise_for_status()
data = resp.json()
results = []
for doc in data.get("docs", data.get("results", [])):
results.append({
"title": doc.get("title", {}).get("en", doc.get("title", "")),
"authors": doc.get("authors", []),
"journal": doc.get("journal_title", ""),
"year": doc.get("publication_year", ""),
"doi": doc.get("doi", ""),
"pid": doc.get("pid", ""),
"language": doc.get("la", []),
"url": f"https://scielo.org/article/{doc.get('pid', '')}",
})
return results
def get_article(pid: str) -> dict:
"""Get full article metadata by SciELO PID."""
resp = requests.get(
f"{ARTICLE_API}/article/",
params={"code": pid, "format": "json"},
)
resp.raise_for_status()
return resp.json()
def list_journals(collection: str = "scl") -> list:
"""List journals in a SciELO collection."""
resp = requests.get(
f"{ARTICLE_API}/journal/",
params={"collection": collection, "format": "json"},
)
resp.raise_for_status()
return resp.json()
# Example: find Brazilian ecology research
papers = search_scielo("Amazon deforestation biodiversity", collection="scl")
for p in papers:
print(f"[{p['year']}] {p['title']} — {p['journal']}")
# Example: find Spanish medical research
papers = search_scielo("diabetes treatment", collection="esp")
for p in papers:
print(f"{p['title']} (DOI: {p['doi']})")
```
## Subject Areas Covered
- Agricultural Sciences, Biological Sciences, Health Sciences
- Engineering, Exact Sciences, Earth Sciences
- Human Sciences, Social Sciences, Linguistics/Arts
## Unique Value
- **Regional focus**: Primary index for Latin American and Iberian research
- **Language diversity**: Portuguese, Spanish, English content
- **100% open access**: All indexed content freely available
- **Underrepresented research**: Many journals not in Scopus/WoS
## References
- [SciELO](https://scielo.org/)
- [SciELO Analytics](https://analytics.scielo.org/)
- [ArticleMeta API](https://articlemeta.scielo.org/)
- [SciELO Developer Wiki](https://wiki.scielo.org/)Related Skills
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