Academic paper search
๐ฌ A curated collection of 23,000+ agent skills for empirical research across 8 social science disciplines. | ็ฒพ้ 23,000+ AI Agent ๆ่ฝๅบ๏ผ่ฆ็8ๅคง็คพไผ็งๅญฆๅญฆ็ง็ๅฎ่ฏ็ ็ฉถใCoPaper.AI 20ๅ้ๅฎๆไธ็ฏๅฏๅค็ฐ็่ง่ๅฎ่ฏ่ฎบๆ๏ผๅนถๆฏๆ็จๆทไธไผ Skillsใ-- Maintained by CoPaper.AI from Stanford REAP.
npx -y skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill academic-paper-searchAssembled from the repository path, not quoted from the project. Check it against their README if it does not work.
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This skill should be used when the user asks to "search for academic papers", "find working papers on SSRN", "look up a DOI", "download paper PDF", "check open access availability", "search NBER papers", "find arXiv preprints", or "search CrossRef". Provides unified search, metadata retrieval, and PDF download across arXiv, NBER, SSRN, CrossRef, OpenAlex, Unpaywall, and Semantic Scholar. Covers economics, finance, social science, CS/AI, and all academic disciplines.
SKILL.md
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Academic Paper Search
A unified toolkit for discovering, retrieving metadata, and downloading academic papers across all major sources. The right API depends on the task โ this skill routes to the best source.
Decision Tree: Which API to Use
What is needed?
โ
โโ SEARCH for papers on a topic
โ โโ arXiv preprints (CS/AI/Physics/Econ) โโโ arXiv API
โ โโ NBER working papers (economics) โโโโโโโโ NBER API
โ โโ SSRN working papers (social science) โโโ OpenAlex (primary) + CrossRef prefix:10.2139
โ โโ Published journal articles โโโโโโโโโโโโโ CrossRef API or OpenAlex
โ โโ Broad multi-source search โโโโโโโโโโโโโโ OpenAlex API
โ
โโ GET METADATA for a known paper
โ โโ Have DOI โโโ CrossRef (structured) or OpenAlex (richer)
โ โโ Have arXiv ID โโโ arXiv API
โ โโ Have NBER number โโโ NBER API
โ โโ Have SSRN abstract ID โโโ OpenAlex DOI lookup (DOI = 10.2139/ssrn.{id})
โ
โโ FIND/DOWNLOAD PDF
โ โโ Have DOI โโโ Unpaywall API (check OA) โ OpenAlex (alt PDF links)
โ โโ arXiv paper โโโ Direct: https://arxiv.org/pdf/{id}
โ โโ NBER paper โโโ Direct: https://www.nber.org/system/files/working_papers/w{n}/w{n}.pdf
โ โโ SSRN paper โโโ Unpaywall (~30%) or institutional repos (EconStor, IZA)
โ
โโ IMPORT TO ZOTERO
โโ Always use zotero_add_by_doi (best metadata + auto PDF via Unpaywall cascade)
1. OpenAlex API (Best All-Round)
Free, no API key needed. Covers 250M+ works including SSRN, NBER, arXiv, all journals.
Add [email protected] for polite pool (faster responses).
Search by Source
# SSRN papers (source ID: S4210172589, NOT S4306400806 which is Europe PMC)
curl -s "https://api.openalex.org/works?filter=primary_location.source.id:S4210172589,default.search:social+preferences,publication_year:2024-2026&per_page=25&[email protected]"
# NBER papers
curl -s "https://api.openalex.org/works?filter=primary_location.source.id:S4210174556,default.search:behavioral+economics&per_page=25&[email protected]"
Search by Topic (All Sources)
curl -s "https://api.openalex.org/works?search=network+formation+game+theory&filter=publication_year:2024-2026&per_page=25&sort=cited_by_count:desc&[email protected]"
DOI Lookup
curl -s "https://api.openalex.org/works/doi:10.2139/[email protected]"
Python Pattern
import requests
def openalex_search(query, source_id=None, year_from=2024, year_to=2026, per_page=25):
"""Search OpenAlex. source_id: S4210172589 (SSRN), S4210174556 (NBER), etc."""
filters = [f"default.search:{query}", f"publication_year:{year_from}-{year_to}"]
if source_id:
filters.insert(0, f"primary_location.source.id:{source_id}")
params = {
"filter": ",".join(filters),
"per_page": per_page,
"mailto": "[email protected]"
}
data = requests.get("https://api.openalex.org/works", params=params).json()
results = []
for w in data.get("results", []):
pdf_urls = [loc["pdf_url"] for loc in w.get("locations", []) if loc.get("pdf_url")]
results.append({
"title": w["title"],
"doi": w.get("doi", "").replace("https://doi.org/", ""),
"year": w.get("publication_year"),
"authors": [a["author"]["display_name"] for a in w.get("authorships", [])],
"cited_by": w.get("cited_by_count", 0),
"pdf_urls": pdf_urls,
"landing_url": (w.get("primary_location") or {}).get("landing_page_url", ""),
})
return {"total": data.get("meta", {}).get("count", 0), "results": results}
Key Source IDs
Full reference: See
references/journal_identifiers.mdfor a comprehensive table of 77 verified OpenAlex Source IDs and CrossRef ISSNs covering Top 5 economics, AEA journals, finance, management, marketing, accounting, IS, and 15+ field journal categories.
| Source | OpenAlex ID | CrossRef ISSN |
|---|---|---|
| SSRN Electronic Journal | S4210172589 | 1556-5068 |
| NBER Working Papers | S2809516038 | N/A |
| American Economic Review | S23254222 | 0002-8282 |
| Quarterly Journal of Economics | S203860005 | 0033-5533 |
| Econometrica | S95464858 | 0012-9682 |
Warning: OpenAlex source IDs are opaque and not guessable. Always verify
via https://api.openalex.org/sources?search=journal+name before using a new ID.
For verified IDs of 77 journals, consult references/journal_identifiers.md.
PDF from OpenAlex
primary_location.pdf_url is null for SSRN papers (Elsevier blocks it).
Check locations[].pdf_url for third-party repos โ ~24% of SSRN papers have PDFs
via EconStor, IZA, MPRA, etc. These are real, downloadable PDFs.
2. CrossRef API (Best for DOI Metadata)
Free, no key needed. Add mailto= for 50 req/sec (vs 1 req/sec without).
Search with SSRN DOI Prefix
# All SSRN papers matching a query
curl -s "https://api.crossref.org/works?query=%22social+preferences%22&filter=prefix:10.2139,from-pub-date:2024-01-01&rows=25&sort=relevance&[email protected]"
Search within a Journal
# See references/journal_identifiers.md for 77 verified ISSNs
# AER: 0002-8282, QJE: 0033-5533, JPE: 0022-3808, Econometrica: 0012-9682, REStud: 0034-6527
curl -s "https://api.crossref.org/journals/0002-8282/works?query=auction+mechanism&rows=10&[email protected]"
DOI Lookup
curl -s "https://api.crossref.org/works/10.1257/[email protected]"
DOI Construction Rules
| Source | DOI Format | Example |
|---|---|---|
| SSRN | 10.2139/ssrn.{abstract_id} | 10.2139/ssrn.4812743 |
| NBER | 10.3386/w{number} | 10.3386/w34297 |
These predictable DOI formats allow constructing DOIs from paper IDs without making extra API calls.
Limitations
CrossRef returns title, authors, DOI, date, journal โ but no abstracts for SSRN papers (Elsevier doesn't submit them to CrossRef). Use OpenAlex for richer metadata.
3. arXiv API (Preprints โ CS/AI/Physics/Math/Econ)
Free, no key needed. Returns Atom XML. Rate limit: ~1 request per 3 seconds.
curl -s "https://export.arxiv.org/api/query?search_query=abs:social+preferences+AND+(cat:econ.TH+OR+cat:econ.GN)&max_results=20&sortBy=submittedDate&sortOrder=descending"
Search Prefixes
all: (full text), ti: (title), au: (author), abs: (abstract), cat: (category).
Boolean: AND, OR, ANDNOT. Exact phrase: %22social+preferences%22.
Economics Categories
econ.TH (Theory), econ.GN (General), econ.EM (Econometrics).
Caveat: The cat: filter in search_query does not always reliably restrict results
to specified categories โ arXiv may still return papers from other fields.
Verify category matches in results and filter client-side if needed.
Direct PDF
https://arxiv.org/pdf/{id} # e.g. https://arxiv.org/pdf/2401.12345
https://arxiv.org/abs/{id} # abstract page
4. NBER API (Economics Working Papers)
Free, no key needed. Returns JSON.
# Search
curl -s "https://www.nber.org/api/v1/working_page_listing/contentType/working_paper/_/_/search?page=1&perPage=20&q=social+preferences"
# Filter by Program (replace _/_ with programs/{name})
curl -s "https://www.nber.org/api/v1/working_page_listing/contentType/working_paper/programs/Labor+Studies/search?page=1&perPage=20&q=minimum+wage"
# New this week
curl -s "https://www.nber.org/api/v1/working_page_listing/contentType/working_paper/_/_/search?page=1&perPage=20&newThisWeek=true"
Programs
Labor Studies, Economic Fluctuations and Growth, Industrial Organization, Public Economics, Development Economics, International Finance and Macroeconomics, Corporate Finance, Asset Pricing, Health Economics, etc.
Response Processing
Authors field contains HTML <a> tags โ strip with: re.sub(r'<[^>]+>', '', text)
No built-in date filter โ API sorts by relevance. Filter client-side by displaydate.
Direct PDF
https://www.nber.org/system/files/working_papers/w{number}/w{number}.pdf
5. Unpaywall API (Open Access PDF Finder)
Free, no key needed. Email as query param. 100,000 requests/day.
curl -s "https://api.unpaywall.org/v2/10.2139/[email protected]" \
| python3 -c "
import sys, json
d = json.load(sys.stdin)
print(f'OA: {d[\"is_oa\"]} ({d[\"oa_status\"]})')
pdf = (d.get('best_oa_location') or {}).get('url_for_pdf')
print(f'PDF: {pdf or \"none\"}')
# Check all locations for alternative PDFs
for loc in d.get('oa_locations', []):
if loc.get('url_for_pdf'):
print(f'Alt PDF: {loc[\"url_for_pdf\"]} ({loc[\"host_type\"]})')
"
OA Status Values
| Status | Meaning |
|---|---|
gold | Published OA by publisher |
green | Free copy in a repository |
hybrid | OA article in subscription journal |
bronze | Free to read on publisher site |
closed | No free version found |
Platform-Specific PDF Availability
| Source | Unpaywall PDF Rate | Why |
|---|---|---|
| arXiv | ~100% | Native OA, direct PDF links |
| NBER | ~97% | Green OA via author/institution repos |
| SSRN | ~30% | Cloudflare blocks Unpaywall; only finds institutional repo mirrors |
For SSRN papers where Unpaywall returns url_for_pdf=null, check oa_locations[]
for institutional repositories (EconStor, university repos) โ follow their landing pages
to find PDF links.
6. Semantic Scholar API (Citations & Impact)
Free, no key needed. Rate limit: 100 requests per 5 minutes.
Warning: As of 2026, Semantic Scholar may return 429 errors frequently.
Consider registering for an API key at https://www.semanticscholar.org/product/api
for higher limits. Add header: x-api-key: YOUR_KEY.
# Search
curl -s "https://api.semanticscholar.org/graph/v1/paper/search?query=social+preferences+experiment&fields=title,year,authors,citationCount,externalIds,venue&limit=20&year=2024-2026"
# DOI lookup
curl -s "https://api.semanticscholar.org/graph/v1/paper/DOI:10.1257/aer.20171330?fields=title,year,authors,citationCount,abstract"
Field of Study Filter
fieldsOfStudy=Economics,Sociology,Political+Science,Business,Psychology
Warning: The Economics filter is very strict and may return 0 results.
Often better to search without it and filter manually.
When to Use
Best for: citation counts, finding related papers, author impact metrics. Not best for: SSRN-specific search (poor coverage), bulk downloading.
7. Tavily Search (Fallback for Any Source)
When APIs do not cover the need, Tavily can search any academic site. Particularly useful for SSRN (no public API) and as a fallback for any source.
# Via MCP tool
mcp__tavily__tavily-search({
"query": 'site:ssrn.com "social preferences" economics 2024 2025',
"search_depth": "advanced",
"max_results": 20,
"include_domains": ["ssrn.com", "papers.ssrn.com"]
})
# Also works for NBER, RePEc, etc.
mcp__tavily__tavily-search({
"query": 'site:nber.org "network formation" working paper',
"include_domains": ["nber.org"]
})
Recommended Workflows
Workflow A: Comprehensive Topic Search
For finding all recent papers on a topic across multiple sources:
1. OpenAlex: broad search (all sources, richest metadata)
2. CrossRef prefix:10.2139: catch SSRN papers OpenAlex might miss
3. NBER API: NBER-specific search with program filtering
4. arXiv API: preprints in CS/AI/Physics/Econ
5. Tavily: sweep for anything the APIs missed
6. Deduplicate by DOI
Workflow B: SSRN Paper Search
SSRN has no public API. Use this cascade:
1. OpenAlex (filter: source.id:S4210172589) โ best: 1 API call, rich metadata
2. CrossRef (filter: prefix:10.2139) โ backup: structured DOI search
3. Tavily (include_domains: ssrn.com) โ catches papers not yet in OpenAlex/CrossRef
Workflow C: PDF Download Pipeline
Try sources in this order (most reliable first):
1. arXiv direct: https://arxiv.org/pdf/{id}
2. NBER direct: https://www.nber.org/system/files/working_papers/w{n}/w{n}.pdf
3. Unpaywall: check best_oa_location.url_for_pdf via DOI
4. OpenAlex: check locations[].pdf_url for third-party repo PDFs
5. Institutional repos: follow Unpaywall oa_locations landing pages
6. SSRN direct: construct Delivery.cfm URL (may be Cloudflare-blocked)
Workflow D: Zotero Import
Always prefer zotero_add_by_doi over zotero_add_by_url:
- Better metadata (correct entry types, complete fields)
- Higher PDF download success (Zotero uses Unpaywall โ arXiv โ S2 โ PMC cascade)
- DOI can be constructed for SSRN (
10.2139/ssrn.{id}) and NBER (10.3386/w{number})
Rate Limits & Best Practices
| API | Rate Limit | Best Practice |
|---|---|---|
| OpenAlex | 10 req/sec (polite pool) | Add mailto= parameter |
| CrossRef | 50 req/sec with mailto=, 1/sec without | Always add mailto= |
| Unpaywall | 100K/day | Burst OK, no throttling needed |
| arXiv | ~1 req/3sec | Add time.sleep(3) between requests |
| NBER | No documented limit | Be polite, ~1 req/sec |
| Semantic Scholar | 100 req/5min | Add time.sleep(3) or use API key for higher limit |
| Tavily | Per plan | Use search_depth: "basic" when possible |