Home / Skills / nature-academic-search
nature-academic-search
wp-a/nature-academic-searchSkill
Use when users ask to 找文献、做文献检索、查论文、查临床试验、核验引用、去重文献、设计
Why this score
This repo hosts 2 skills, so its 332 stars are split between them (about 166 each) for scoring.
Popularity score: 65/100 from public GitHub signals only. It shows how widely used and maintained this is, not how well it works. Not included yet: the fake-star check. The security scan is shown separately and doesn't change the score. How we rank
Security
Scanned Oct 20, 2026 at commit 725c2ec894a2, with Cisco's open-source skill-scanner.
What its code does:
- Reads environment variables and sends network requests with them API clients do this to send your key to the service. Check which service it talks to.src/nature_academic_search/relay.py and 2 more
- Makes network requestsSKILL.md, src/nature_academic_search/relay.py:105, src/nature_academic_search/sources/arxiv.py:176 and 4 more
- Uses dependencies without a pinned version A later version of a dependency could change what runs.mcp-server/requirements.txt:1, pyproject.toml:38 and 11 more
Web addresses in its code:
- arxiv.orgsrc/nature_academic_search/conversion/converters.py:304
- doi.orgsrc/nature_academic_search/conversion/converters.py:105
- api.crossref.orgscripts/format-converter.py:43
- europepmc.orgsrc/nature_academic_search/sources/europe_pmc.py:189
- eutils.ncbi.nlm.nih.govscripts/format-converter.py:42
- export.arxiv.orgscripts/format-converter.py:44
- clinicaltrials.govsrc/nature_academic_search/preflight.py:81
- ebi.ac.uksrc/nature_academic_search/preflight.py:56
- api.openalex.orgsrc/nature_academic_search/preflight.py:47
- api.semanticscholar.orgsrc/nature_academic_search/preflight.py:66
- api.wpironman.topsrc/nature_academic_search/relay.py:49
- pubmed.ncbi.nlm.nih.govsrc/nature_academic_search/search.py:469
- semanticscholar.orgsrc/nature_academic_search/sources/semantic_scholar.py:171
These are the sites named in the code, so it's where your data could go. It isn't a complete list: code can build addresses while it runs, and a few of these may be links rather than calls. Whatever you send also goes to the AI model you use.
A scan lists patterns in the code. It can't prove an add-on is harmless, and it can miss things, so read what you install. How we scan
Alternatives
Other makers' add-ons that do the same job, next to this one.
| Name | Score | Stars | Context | Updated |
|---|---|---|---|---|
| This onenature-academic-search wp-a/nature-academic-search · Skill | 65 | ★ 332 | ≈19 always | 1mo ago |
| nature-data Yuan1z0825/nature-skills · Skill Same job: research & papers | 86 | ★ 49k | ≈59 always | 17d ago |
| 00-academic-router agentscope-ai/OpenJudge · Skill Same job: research & papers | 63 | ★ 881 | ≈25 always | 2mo ago |
| academic-deai heise3/academic-deai · Skill Same job: research & papers | 69 | ★ 155 | ≈45 always | 27d ago |
| academic-verify garrytan/gbrain · Skill Same job: research & papers | 85 | ★ 31k | ≈100 always | 16d ago |
| academic-reviser joshua-zyy/academic-paper-writer · Skill Same job: research & papers | 53 | ★ 115 | ≈141 always | 1mo ago |