Bgpt paper search

Skill henriquescastilho/my-claude/.codex/vendor_imports/claude/marketplaces/claude-scientific-skills/scientific-skills/bgpt-paper-search

Search scientific papers and retrieve structured experimental data extracted from full-text studies via the BGPT MCP server. Returns 25+ fields per paper including methods, results, sample sizes, quality scores, and conclusions. Use for literature reviews, evidence synthesis, and finding experimental details not available in abstracts alone.From its SKILL.md

Install

npx -y skills add henriquescastilho/my-claude --skill bgpt-paper-search

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SKILL.md

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BGPT Paper Search

Overview

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.

When to Use This Skill

Use this skill when:

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
Looking for papers with quality scores or evidence grading
Needing structured data from full-text papers (not just abstracts)
Building evidence tables for meta-analyses or clinical guidelines

Setup

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

Claude Desktop / Claude Code

Add to your MCP configuration:

{
  "mcpServers": {
    "bgpt": {
      "command": "npx",
      "args": ["mcp-remote", "https://bgpt.pro/mcp/sse"]
    }
  }
}

npm (alternative)

npx bgpt-mcp

Usage

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

Search for papers about: "CRISPR gene editing efficiency in human cells"

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

Pricing

Free tier: 50 searches per network, no API key required
Paid: $0.01 per result with an API key from bgpt.pro/mcp

Complementary Skills

Pairs well with:

literature-review — Use BGPT to gather structured data, then synthesize with literature-review workflows
pubmed-database — Use PubMed for broad searches, BGPT for deep experimental data
biorxiv-database — Combine preprint discovery with full-text data extraction
citation-management — Manage citations from BGPT search results

What ships with it

Read from the repository

Just SKILL.md. No reference files, no scripts.