bgpt-mcp

BGPT MCP API

Search scientific papers from Claude, Cursor, or any MCP-compatible AI tool.

BGPT is a remote Model Context Protocol (MCP) server that gives AI assistants access to a database of scientific papers built from full-text studies. Unlike typical search tools that return titles and abstracts, BGPT extracts raw experimental data — methods, results, conclusions, quality scores, sample sizes, limitations, and 25+ metadata fields per paper.

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Quick Start

Add BGPT to your MCP client — no API key required for the free tier (50 free results).

Option A: Remote Connection (Recommended)

Most modern MCP clients support direct remote connections. BGPT offers two transports:

Transport	Endpoint
SSE	https://bgpt.pro/mcp/sse
Streamable HTTP	https://bgpt.pro/mcp/stream

Claude Desktop (claude_desktop_config.json):

{
  "mcpServers": {
    "bgpt": {
      "url": "https://bgpt.pro/mcp/sse"
    }
  }
}

Cursor (.cursor/mcp.json):

{
  "mcpServers": {
    "bgpt": {
      "url": "https://bgpt.pro/mcp/sse"
    }
  }
}

Claude Code (CLI):

claude mcp add bgpt --transport sse https://bgpt.pro/mcp/sse

Cline / Roo Code / Windsurf — same config:

{
  "mcpServers": {
    "bgpt": {
      "url": "https://bgpt.pro/mcp/sse"
    }
  }
}

Tip: If your client supports Streamable HTTP, you can use https://bgpt.pro/mcp/stream instead.

Option B: Via npx (for clients that need a local command)

{
  "mcpServers": {
    "bgpt": {
      "command": "npx",
      "args": ["-y", "bgpt-mcp"]
    }
  }
}

Option C: Install globally

npm install -g bgpt-mcp

Then add to your MCP config:

{
  "mcpServers": {
    "bgpt": {
      "command": "bgpt-mcp"
    }
  }
}

Any MCP Client

Connect to either endpoint:

SSE:              https://bgpt.pro/mcp/sse
Streamable HTTP:  https://bgpt.pro/mcp/stream

That's it. No Docker, no build step.

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What You Get

BGPT provides one tool: search_papers

Parameter	Type	Required	Description
query	string	Yes	Search terms (e.g. "CRISPR gene editing efficiency")
num_results	integer	No	Number of results to return (1–100, default 10)
days_back	integer	No	Only return papers published within the last N days
api_key	string	No	Your Stripe subscription ID for paid access

What comes back

Each paper result includes 25+ fields, extracted from the full text:

• Title & DOI — standard identifiers
• Methods — experimental design, techniques used
• Results — raw findings, measurements, statistical outcomes
• Conclusions — what the authors determined
• Quality scores — methodological rigor assessment
• Sample sizes — participant/specimen counts
• Limitations — acknowledged weaknesses
• And more — funding, conflicts of interest, study type, etc.

Example

Ask your AI assistant:

"Search for recent papers on CAR-T cell therapy response rates"

BGPT returns structured experimental data your AI can reason over — not just a list of titles.

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Pricing

Tier	Cost	Details
Free	$0	50 free results, no API key needed
Pay-as-you-go	$0.02/result	Billed per result returned. Get an API key at bgpt.pro/mcp

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How It Works

Your AI Assistant (Claude, Cursor, etc.)
        │
        │  MCP Protocol (SSE or Streamable HTTP)
        ▼
   BGPT MCP Server
   https://bgpt.pro/mcp/sse
   https://bgpt.pro/mcp/stream
        │
        │  search_papers(query, ...)
        ▼
   BGPT Paper Database
   (full-text extracted data)
        │
        ▼
   Structured Results
   (methods, results, quality scores, 25+ fields)

BGPT is a hosted remote server — your MCP client connects via SSE or Streamable HTTP. No local installation needed.

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Use Cases

• Literature reviews — Ask your AI to survey a topic with real experimental data
• Evidence synthesis — Ground AI responses in actual study findings
• Research assistance — Find papers by methodology, outcome, or recency
• Fact-checking — Verify claims against published experimental results
• Grant writing — Quickly gather supporting evidence for proposals

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Configuration Reference

Server Details

Field	Value
Protocol	MCP (Model Context Protocol)
Transport	SSE (Server-Sent Events) or Streamable HTTP
SSE Endpoint	https://bgpt.pro/mcp/sse
Streamable HTTP Endpoint	https://bgpt.pro/mcp/stream
Authentication	None required (free tier) / Stripe API key (paid)

Full MCP Client Config

{
  "mcpServers": {
    "bgpt": {
      "url": "https://bgpt.pro/mcp/sse"
    }
  }
}

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Documentation

Full documentation, FAQ, and setup guides: bgpt.pro/mcp

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Support

• Email: contact@bgpt.pro
• Issues: GitHub Issues
• API Key / Billing: bgpt.pro/mcp

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Contributing

See CONTRIBUTING.md for guidelines on reporting bugs, requesting features, and contributing.

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License

This repository (documentation, examples, and configuration files) is licensed under the MIT License.

The BGPT MCP API service itself is operated by BGPT and subject to its own terms of service.