bgpt-paper-search

# 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:

```
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](https://bgpt.pro/mcp)

{
  "format": "aiskill/v1",
  "skill": {
    "name": "bgpt-paper-search",
    "slug": "bgpt-paper-search",
    "version": "1.0.0",
    "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.",
    "category": "Research",
    "tags": [
      "research-science",
      "mcp",
      "research"
    ],
    "platforms": [
      "chatgpt",
      "claude-code",
      "cursor"
    ],
    "tested_environment": "Agent Skills convention (SKILL.md) — works with Claude Code, Cursor, ChatGPT/Codex and compatible agents",
    "license": "MIT"
  },
  "prompts": {
    "system": "# BGPT Paper Search\r\n\r\n## Overview\r\n\r\nBGPT 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.\r\n\r\n## When to Use This Skill\r\n\r\nUse this skill when:\r\n- Searching for scientific papers with specific experimental details\r\n- Conducting systematic or scoping literature reviews\r\n- Finding quantitative results, sample sizes, or effect sizes across studies\r\n- Comparing methodologies used in different studies\r\n- Looking for papers with quality scores or evidence grading\r\n- Needing structured data from full-text papers (not just abstracts)\r\n- Building evidence tables for meta-analyses or clinical guidelines\r\n\r\n## Setup\r\n\r\nBGPT is a remote MCP server — no local installation required.\r\n\r\n### Claude Desktop / Claude Code\r\n\r\nAdd to your MCP configuration:\r\n\r\n```json\r\n{\r\n  \"mcpServers\": {\r\n    \"bgpt\": {\r\n      \"command\": \"npx\",\r\n      \"args\": [\"mcp-remote\", \"https://bgpt.pro/mcp/sse\"]\r\n    }\r\n  }\r\n}\r\n```\r\n\r\n### npm (alternative)\r\n\r\n```bash\r\nnpx bgpt-mcp\r\n```\r\n\r\n## Usage\r\n\r\nOnce configured, use the `search_papers` tool provided by the BGPT MCP server:\r\n\r\n```\r\nSearch for papers about: \"CRISPR gene editing efficiency in human cells\"\r\n```\r\n\r\nThe server returns structured results including:\r\n- **Title, authors, journal, year, DOI**\r\n- **Methods**: Experimental techniques, models, protocols\r\n- **Results**: Key findings with quantitative data\r\n- **Sample sizes**: Number of subjects/samples\r\n- **Quality scores**: Study quality assessments\r\n- **Conclusions**: Author conclusions and implications\r\n\r\n## Pricing\r\n\r\n- **Free tier**: 50 searches per network, no API key required\r\n- **Paid**: $0.01 per result with an API key from [bgpt.pro/mcp](https://bgpt.pro/mcp)",
    "user_template": ""
  },
  "variables": [],
  "install": {
    "steps": [
      {
        "title": "Download & unzip",
        "detail": "Download the .zip package from SkillVault and unzip it. The bgpt-paper-search/ folder contains SKILL.md plus any companion scripts, references and assets."
      },
      {
        "title": "Copy into your agent skills directory",
        "detail": "Move the folder into your agent's skills directory — e.g. ~/.claude/skills/ (Claude Code), .codex/skills/, .cursor/skills/ or your project's .claude/skills/ folder — then restart or reload the session."
      },
      {
        "title": "Use it",
        "detail": "Describe the task in natural language; the agent loads the skill automatically when the request matches the skill description."
      }
    ]
  },
  "usage": {
    "steps": []
  },
  "metadata": {
    "author": "SkillVault",
    "source": "https://skillvault.top/skills/bgpt-paper-search",
    "exported_at": "2026-11-03T07:44:37.526Z"
  }
}

format: aiskill/v1
skill:
  name: bgpt-paper-search
  slug: bgpt-paper-search
  version: 1.0.0
  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.
  category: Research
  tags:
    - research-science
    - mcp
    - research
  platforms:
    - chatgpt
    - claude-code
    - cursor
  tested_environment: >-
    Agent Skills convention (SKILL.md) — works with Claude Code, Cursor, ChatGPT/Codex and
    compatible agents
  license: MIT
prompts:
  system: "# BGPT Paper Search\r\n\r\n## Overview\r\n\r\nBGPT 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.\r\n\r\n## When to Use This Skill\r\n\r\nUse this skill when:\r\n- Searching for scientific papers with specific experimental details\r\n- Conducting systematic or scoping literature reviews\r\n- Finding quantitative results, sample sizes, or effect sizes across studies\r\n- Comparing methodologies used in different studies\r\n- Looking for papers with quality scores or evidence grading\r\n- Needing structured data from full-text papers (not just abstracts)\r\n- Building evidence tables for meta-analyses or clinical guidelines\r\n\r\n## Setup\r\n\r\nBGPT is a remote MCP server — no local installation required.\r\n\r\n### Claude Desktop / Claude Code\r\n\r\nAdd to your MCP configuration:\r\n\r\n```json\r\n{\r\n  \"mcpServers\": {\r\n    \"bgpt\": {\r\n      \"command\": \"npx\",\r\n      \"args\": [\"mcp-remote\", \"https://bgpt.pro/mcp/sse\"]\r\n    }\r\n  }\r\n}\r\n```\r\n\r\n### npm (alternative)\r\n\r\n```bash\r\nnpx bgpt-mcp\r\n```\r\n\r\n## Usage\r\n\r\nOnce configured, use the `search_papers` tool provided by the BGPT MCP server:\r\n\r\n```\r\nSearch for papers about: \"CRISPR gene editing efficiency in human cells\"\r\n```\r\n\r\nThe server returns structured results including:\r\n- **Title, authors, journal, year, DOI**\r\n- **Methods**: Experimental techniques, models, protocols\r\n- **Results**: Key findings with quantitative data\r\n- **Sample sizes**: Number of subjects/samples\r\n- **Quality scores**: Study quality assessments\r\n- **Conclusions**: Author conclusions and implications\r\n\r\n## Pricing\r\n\r\n- **Free tier**: 50 searches per network, no API key required\r\n- **Paid**: $0.01 per result with an API key from [bgpt.pro/mcp](https://bgpt.pro/mcp)"
  user_template: ""
variables: []
install:
  steps:
    - title: Download & unzip
      detail: >-
        Download the .zip package from SkillVault and unzip it. The bgpt-paper-search/ folder
        contains SKILL.md plus any companion scripts, references and assets.
    - title: Copy into your agent skills directory
      detail: >-
        Move the folder into your agent's skills directory — e.g. ~/.claude/skills/ (Claude Code),
        .codex/skills/, .cursor/skills/ or your project's .claude/skills/ folder — then restart or
        reload the session.
    - title: Use it
      detail: >-
        Describe the task in natural language; the agent loads the skill automatically when the
        request matches the skill description.
usage:
  steps: []
metadata:
  author: SkillVault
  source: https://skillvault.top/skills/bgpt-paper-search
  exported_at: "2026-11-03T07:44:37.526Z"