bgpt-paper-search

Extract structured data from scientific papers via a remote MCP server.

3|Updated Apr 17, 2026

Search Tags:#structured data #data extraction #literature review #scientific papers #meta-analysis

Ready to run

npx skills add https://github.com/RamanEbrahimi/raman-marketplace --skill bgpt-paper-search-ramanebrahimi

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: bgpt-paper-search
Source: https://github.com/RamanEbrahimi/raman-marketplace/tree/main/plugins/agentic-research/skills/scientific-skills/bgpt-paper-search
Command: npx skills add https://github.com/RamanEbrahimi/raman-marketplace --skill bgpt-paper-search-ramanebrahimi

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

bgpt-paper-search simplifies finding and accessing structured data from scientific papers, eliminating the need to manually extract details from lengthy text.

Core Features & Use Cases

Data Extraction: Extracts over 25 fields from scientific papers including methods, results, sample sizes, quality scores, and conclusions.
Use Case: For researchers looking to compile a literature review with detailed study data from full-text papers.

Quick Start

Use the bgpt-paper-search skill to find data on 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 data from scientific papers for a literature review?▼

You can extract structured data from scientific papers by using this skill to connect to a remote MCP server, which retrieves over 25 specific fields including methods, results, and sample sizes for your literature review.

What is the best way to collect sample sizes and quality scores for a meta-analysis?▼

The best way to collect sample sizes and quality scores for a meta-analysis is to use a data extraction tool that returns structured output from full-text scientific papers, supporting evidence synthesis directly.

Does the bgpt-paper-search skill require any special server connections?▼

Yes, the bgpt-paper-search skill requires an active connection to the BGPT MCP server to extract detailed data and return structured output from scientific papers.

Can I use structured data extraction for evidence synthesis across multiple full-text papers?▼

Yes, you can use structured data extraction for evidence synthesis across multiple full-text papers. This skill returns detailed study data including methods and conclusions, which streamlines compiling comprehensive meta-analyses.

What specific fields can I extract from scientific papers using this tool?▼

You can extract over 25 fields from scientific papers, specifically including methods, results, sample sizes, quality scores, and conclusions, providing comprehensive data for research compilation.