scholar-labs-search
CommunityGet the best 3 papers fast for any topic
Education & Research#literature search#research workflow#citation retrieval#google scholar labs#browseros mcp#paper ranking#exap verification
Authoratsyplenkov
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Finding the right research citations quickly can be slow when you have to browse Scholar results one by one, especially when you only need a few highly relevant papers for targeted statements.
Core Features & Use Cases
- Top-3 best-fit retrieval from Google Scholar Labs: Navigates Google Scholar Labs through BrowserOS and returns the top 3 candidates for a topic.
- Ranking modes for different intent: Uses best-fit by default, with an importance-weighted mode when users explicitly ask for seminal/classic/survey/review/most-cited intent.
- Manual handoff when blocked: Detects sign-in/CAPTCHA states and prompts you to complete the page in BrowserOS, then resumes safely.
- Optional post-selection link verification: Uses Exa only after selecting the top results to verify or improve outbound links (e.g., DOI/publisher landing pages).
Quick Start
Use scholar-labs-search to find the top 3 best-fit papers for my topic: "your topic here".
Dependency Matrix
Required Modules
None requiredComponents
references
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: scholar-labs-search Download link: https://github.com/atsyplenkov/scholar-labs-search/archive/main.zip#scholar-labs-search Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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