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Description
Suggestion
BGPT MCP would be a valuable addition to the bio-research plugin's ~~literature category.
What BGPT provides
BGPT searches scientific papers and returns structured experimental data extracted from full-text studies — not just titles and abstracts. Each result includes 25+ fields: methods, results, sample sizes, quality scores, conclusions, and more.
- Website: https://bgpt.pro/mcp
- GitHub: https://github.com/connerlambden/bgpt-mcp
- Official MCP Registry: Listed at registry.modelcontextprotocol.io
- npm:
bgpt-mcp - Free tier: 50 searches per network, no API key needed
Why it complements existing literature servers
The current PubMed and bioRxiv MCP servers primarily return standard metadata (titles, abstracts, authors). BGPT complements these by providing deeper structured data extracted from the actual paper content — experimental methods, quantitative results, and quality assessments — which is especially useful for systematic reviews and evidence synthesis.
Transport
BGPT currently uses SSE transport (https://bgpt.pro/mcp/sse). I see the bio-research plugin uses streamable HTTP ("type": "http"). I'm working on adding streamable HTTP support. In the meantime, BGPT could be listed in CONNECTORS.md as an alternative literature source.