bgpt-paper-search

Search scientific papers and extract structured experimental data via the BGPT MCP server.

1|1|Updated Mar 13, 2026
One-click install
npx skills add https://github.com/youyinnn/skills-collection --skill bgpt-paper-search
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: bgpt-paper-search
Source: https://github.com/youyinnn/skills-collection/tree/main/plugins/literature-and-topic-selection/skills/bgpt-paper-search
Command: npx skills add https://github.com/youyinnn/skills-collection --skill bgpt-paper-search

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill addresses the challenge of finding specific, structured experimental data within scientific papers that is often not present in abstracts, enabling deeper literature reviews and data synthesis.

Core Features & Use Cases

  • Structured Data Extraction: Retrieves over 25 fields per paper, including methods, results, sample sizes, and quality scores, directly from full-text content.
  • Targeted Literature Search: Ideal for systematic reviews, evidence synthesis, and identifying detailed experimental methodologies or quantitative findings across studies.
  • Use Case: When conducting a meta-analysis on the efficacy of a new drug, use this Skill to extract precise sample sizes, dosage details, and reported effect sizes from all relevant clinical trials.

Quick Start

Search for papers about "CRISPR gene editing efficiency in human cells".

Frequently Asked Questions about bgpt-paper-search

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I extract structured experimental data from full-text scientific papers?

To extract structured experimental data from full-text scientific papers, you can use this Skill to search studies and retrieve over 25 metadata fields including methods, results, and sample sizes via the BGPT MCP server.

What is the best way to find specific quantitative findings for a systematic literature review?

For a systematic literature review, the best way to find specific quantitative findings is searching full-text content rather than abstracts, retrieving detailed experimental methodologies and effect sizes directly from the studies.

How do I retrieve sample sizes and dosage details from clinical trial papers?

To retrieve sample sizes and dosage details from clinical trial papers, apply targeted literature search queries to extract structured experimental data fields from full-text studies, enabling precise data synthesis for meta-analysis.

Do I need to configure a specific server to search full-text scientific literature?

Yes, you need to configure the BGPT MCP server to search full-text scientific literature, which provides the access required to query and return over 25 metadata fields per paper including methods and results.

Can I use this for evidence synthesis across multiple scientific studies?

Yes, you can use this for evidence synthesis across multiple scientific studies, because it retrieves structured experimental data and detailed methodologies from full-text content to support comprehensive literature reviews.

What limitations exist when extracting experimental data from scientific papers?

A key limitation when extracting experimental data is that specific quantitative findings are often not present in abstracts, requiring full-text access via the configured BGPT MCP server to retrieve the necessary structured metadata fields.