AgentSkillsCN

bgpt-paper-search

通过BGPT MCP服务器搜索科学论文，并从全文研究中提取结构化实验数据。每篇论文返回25个以上字段，包括方法、结果、样本量、质量评分及结论。可用于文献综述、证据合成及查找仅摘要中未提供的实验细节。

SKILL.md
--- frontmatter
name: bgpt-paper-search
description: 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.
allowed-tools: Bash
license: MIT
metadata:
    skill-author: BGPT
    website: https://bgpt.pro/mcp
    github: https://github.com/connerlambden/bgpt-mcp

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:

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

npm (alternative)

bash
npx bgpt-mcp

Usage

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

code
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