bgpt-paper-search

Extract structured experimental data from full-text papers via the BGPT MCP server.

22|4|Updated May 25, 2026
One-click install
npx skills add https://github.com/crazymsn/academic-skills --skill bgpt-paper-search-crazymsn
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: bgpt-paper-search
Source: https://github.com/crazymsn/academic-skills/tree/main/academic-skills/bgpt-paper-search
Command: npx skills add https://github.com/crazymsn/academic-skills --skill bgpt-paper-search-crazymsn

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

BGPT Paper Search enables researchers to locate relevant scientific papers and retrieve structured experimental data extracted from full texts via the BGPT MCP server, streamlining evidence gathering for reviews and meta-analyses.

Core Features & Use Cases

  • Remote search against a curated BGPT MCP database to retrieve detailed paper metadata, including methods, results, sample sizes, quality scores, and conclusions.
  • Supports literature reviews, evidence synthesis, and the creation of evidence tables with 25+ data fields per paper.
  • Use Case: Build a comprehensive evidence table comparing experimental setups and outcomes across multiple studies.

Quick Start

Query BGPT MCP with a topic to fetch structured, full-text paper data automatically.

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 papers for a systematic review?

To extract structured experimental data from full-text scientific papers, query the BGPT MCP server with your research topic to automatically retrieve over 25 metadata fields including methods, results, sample sizes, quality scores, and conclusions for evidence synthesis.

Can I build an evidence table comparing study outcomes using literature search results?

Yes, you can build a comprehensive evidence table comparing experimental setups and outcomes across multiple studies by retrieving structured paper metadata that supports direct comparison of methods, sample sizes, quality scores, and conclusions.

Do I need access to the BGPT MCP server to perform a structured literature search?

Yes, access to the BGPT MCP server is required. The Skill functions as a remote search interface against a curated database to locate relevant scientific papers and extract structured full-text data for literature reviews and meta-analyses.

What is the best way to extract sample sizes and quality scores from scientific papers?

The best way to extract sample sizes and quality scores is to use a structured literature search tool that parses full-text papers. Querying the BGPT MCP server automatically returns these specific fields alongside methods, results, and conclusions.

What kind of metadata fields can I retrieve when doing evidence synthesis?

For evidence synthesis, you can retrieve over 25 structured metadata fields per paper. These include extracted experimental methods, results, sample sizes, quality scores, and conclusions drawn directly from the full-text scientific literature.