Home / Skills / bgpt-paper-search
bgpt-paper-search
LeonChaoX/qinyan-academic-skillsSkill
Search scientific papers and retrieve structured experimental data extracted from full-text studies via the BGPT MCP server. Returns 25+ fields per paper including methods, results, sample sizes, quality scores, and conclusions. Use for literature reviews, evidence synthesis, and finding experimental details not available in abstracts alone.
Why this score
This repo hosts 10 skills, so its 967 stars are split between them (about 97 each) for scoring.
Popularity score: 54/100 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 df5a498a81e0, with Cisco's open-source skill-scanner.
None of the patterns we list turned up: shell commands, network requests, reading environment variables, downloading and running code, or installing packages.
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 onebgpt-paper-search LeonChaoX/qinyan-academic-skills · Skill | 54 | ★ 967 | ≈90 always | 4mo ago |
| paper-search ykdojo/paper-search · Plugin Same job: research & papers | 50 | ★ 64 | not measured | 8mo ago |
| paper-write xstongxue/best-skills · Skill Both about paper | 68 | ★ 3.0k | ≈50 always | 2mo ago |
| paper-research better-world-ai/x-cli · Skill Same job: research & papers | 60 | ★ 431 | ≈67 always | 2mo ago |
| paper-verification fcakyon/phd-skills · Skill Both about paper | 64 | ★ 424 | ≈22 always | 24d ago |
| research-paper-writing Master-cai/Research-Paper-Writing-Skills · Skill Same job: research & papers | 78 | ★ 7.6k | ≈94 always | 5mo ago |