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HaykTarkhanyan
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bgpt-paper-search

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

Updated Mar 31, 2026
Search Tags:#methods#mcp#structured-data#results#full-text#literature-review#paper-search
One-click install
npx skills add https://github.com/HaykTarkhanyan/dst_research --skill bgpt-paper-search-hayktarkhanyan
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: bgpt-paper-search
Source: https://github.com/HaykTarkhanyan/dst_research/tree/main/.claude/skills/bgpt-paper-search
Command: npx skills add https://github.com/HaykTarkhanyan/dst_research --skill bgpt-paper-search-hayktarkhanyan

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

BGPT Paper Search automates the extraction of structured experimental data from full-text scientific papers via a remote MCP server, enabling faster evidence synthesis and more reliable data collection.

Core Features & Use Cases

  • Retrieve methods, results, sample sizes, and quality scores from full-text papers.
  • Support literature reviews, meta-analyses, and systematic evidence synthesis.
  • Locate papers with specific experimental details beyond abstracts for reproducible research.

Quick Start

Search for papers on CRISPR gene editing efficiency in human cells and return structured data including methods and results.

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 full-text scientific papers for a literature review?▼

Extracting structured data from full-text scientific papers is automated by retrieving methods, results, sample sizes, and quality scores via a remote MCP server for reliable evidence synthesis.

What is structured experimental data extraction from scientific literature?▼

Structured experimental data extraction is the automated process of pulling quantitative results, methodologies, and conclusions from full-text papers into 25+ fields for systematic evidence synthesis.

Do I need access to the BGPT MCP server to extract methods and results from papers?▼

Yes, you need access to the BGPT MCP server to automate the extraction of methods, results, sample sizes, and quality scores from full-text scientific papers.

Can I retrieve sample sizes and quality scores from full-text papers for meta-analysis?▼

Yes, you can retrieve sample sizes and quality scores alongside methods, results, and conclusions from full-text papers, providing structured data across multiple studies for meta-analysis.

Does querying papers via a remote MCP server return data beyond abstracts?▼

Querying papers via a remote MCP server returns structured full-text experimental data, including methodologies and quantitative results, enabling reproducible research beyond abstract-level information.

What are the limitations of automating literature reviews with MCP server paper searches?▼

Limitations include the dependency on the remote BGPT MCP server for access and the requirement for full-text availability to extract specific experimental details and quantitative results reliably.

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