Data & ReproScientific VisualizationK-Dense-AI/claude-scientific-skillsData & Reproduction

bgpt-paper-search

Maintainer BGPT · Last updated April 1, 2026

BGPT is a remote MCP server that searches a curated database of scientific papers built from raw experimental data extracted from full-text studies. Unlike traditional literature databases that return titles and abstracts, BGPT returns structured data from the actual paper content — methods, quantitative results, sample si.

Claude CodeOpenClawNanoClawAnalysisWritingbgpt-paper-searchscientific-communicationanalysisanalysis & methodology

Original source

K-Dense-AI/claude-scientific-skills

https://github.com/K-Dense-AI/claude-scientific-skills/tree/main/scientific-skills/bgpt-paper-search

Maintainer: BGPT
License: MIT
Last updated: April 1, 2026

Skill Snapshot

Key Details From SKILL.md

2 min

Key Notes

BGPT is a remote MCP server that searches a curated database of scientific papers built from raw experimental data extracted from full-text studies. Unlike traditional literature databases that return titles and abstracts, BGPT returns structured data from the actual paper content — methods, quantitative results, sample sizes, quality assessments, and 25+ metadata fields per paper.
Searching for scientific papers with specific experimental details.
Conducting systematic or scoping literature reviews.
Finding quantitative results, sample sizes, or effect sizes across studies.
Comparing methodologies used in different studies.

Source Doc

Excerpt From SKILL.md

Setup

BGPT is a remote MCP server — no local installation required.

Claude Desktop / Claude Code

Add to your MCP configuration:

Usage

Once configured, use the search_papers tool provided by the BGPT MCP server:

The server returns structured results including:

Title, authors, journal, year, DOI
Methods: Experimental techniques, models, protocols
Results: Key findings with quantitative data
Sample sizes: Number of subjects/samples
Quality scores: Study quality assessments
Conclusions: Author conclusions and implications

Use cases

Searching for scientific papers with specific experimental details.
Conducting systematic or scoping literature reviews.
Finding quantitative results, sample si.

Not for

Do not rely on this catalog entry alone for installation or maintenance details.
Do not treat this catalog entry as a substitute for the full upstream workflow.