bgpt-paper-search

Search scientific literature databases and extract structured experimental data and study metadata.

2|Updated Jun 4, 2026
One-click install
npx skills add https://github.com/Lord1Egypt/scientific-agent-toolkit --skill bgpt-paper-search-lord1egypt
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: bgpt-paper-search
Source: https://github.com/Lord1Egypt/scientific-agent-toolkit/tree/main/scientific-skills/bgpt-paper-search
Command: npx skills add https://github.com/Lord1Egypt/scientific-agent-toolkit --skill bgpt-paper-search-lord1egypt

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill solves the challenge of extracting granular experimental details from scientific literature, moving beyond simple abstract summaries to provide structured data like sample sizes, methods, and quality scores.

Core Features & Use Cases

  • Structured Data Retrieval: Access 25+ metadata fields including methods, quantitative results, and evidence grading.
  • Systematic Review Support: Efficiently build evidence tables for meta-analyses or clinical guidelines by comparing methodologies across multiple studies.
  • Use Case: Use this skill to identify all papers discussing a specific gene editing protocol and extract the reported efficiency metrics and sample sizes for direct comparison.

Quick Start

Use the bgpt-paper-search skill to find and extract experimental data for papers regarding 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 scientific literature for a systematic review?

You can extract structured experimental data from scientific literature by searching databases to retrieve full-text study metadata, including 25+ fields like sample sizes, quantitative results, and evidence grading, facilitating systematic literature reviews.

What is the best way to compare experimental methodologies across multiple research papers?

The best way to compare experimental methodologies is to retrieve structured data fields like methods, quantitative results, and quality scores across multiple studies, efficiently building evidence tables for meta-analyses.

How do I pull specific study parameters like sample sizes and efficiency metrics from research papers?

You pull specific study parameters by searching curated experimental databases to extract granular experimental details, moving beyond simple abstract summaries to provide structured data like sample sizes and efficiency metrics.

Do I need a specific server setup to retrieve full-text study metadata for evidence synthesis?

Yes, retrieving full-text study metadata for evidence synthesis requires integration with the BGPT MCP server to access curated experimental databases and extract specific study parameters.

Can I extract quantitative results and evidence grading scores from papers discussing gene editing protocols?

Yes, you can extract quantitative results and evidence grading scores from papers on gene editing protocols, retrieving structured data including methods and quality scores to compare reported efficiency metrics.

What are the limitations of using automated data extraction for literature reviews?

Automated data extraction for literature reviews relies on the BGPT MCP server integration to access curated experimental databases, focusing on quantitative analysis and structured data retrieval rather than unstructured narrative summaries.