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[GH-ISSUE #885] Suggest BGPT evidence API for scientific agent apps #13445

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opened 2026-07-11 18:58:11 -05:00 by GiteaMirror · 2 comments
GiteaMirror commented 2026-07-11 18:58:11 -05:00
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Originally created by @connerlambden on GitHub (Jun 14, 2026).
Original GitHub issue: https://github.com/Shubhamsaboo/awesome-llm-apps/issues/885

Suggesting BGPT for this awesome LLM apps list.

BGPT is an evidence-quality API for scientific agents. It searches papers and returns structured fields useful for literature intelligence and critical appraisal: methods, sample size/population, results, limitations, conflicts of interest, data/code availability, blind spots, quality scores, and falsification criteria.

Works through REST, Python, OpenAPI, Postman, and MCP.

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Good fit for research/science agent app examples because BGPT helps agents ask what would weaken a claim before summarizing literature.

Originally created by @connerlambden on GitHub (Jun 14, 2026). Original GitHub issue: https://github.com/Shubhamsaboo/awesome-llm-apps/issues/885 Suggesting BGPT for this awesome LLM apps list. BGPT is an evidence-quality API for scientific agents. It searches papers and returns structured fields useful for literature intelligence and critical appraisal: methods, sample size/population, results, limitations, conflicts of interest, data/code availability, blind spots, quality scores, and falsification criteria. Works through REST, Python, OpenAPI, Postman, and MCP. Links: - Docs: https://bgpt.pro/mcp/ - GitHub: https://github.com/connerlambden/bgpt-mcp - OpenAPI: https://raw.githubusercontent.com/connerlambden/bgpt-mcp/main/openapi.yaml - Postman workspace: https://www.postman.com/connerlambden-5212589/bgpt-scientific-paper-search-api/overview Good fit for research/science agent app examples because BGPT helps agents ask what would weaken a claim before summarizing literature.
GiteaMirror commented 2026-07-11 18:58:12 -05:00
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@simplyarav commented on GitHub (Jun 21, 2026):

Hi, I’d like to work on this issue by adding BGPT as an external MCP/scientific evidence API entry in the README.

<!-- gh-comment-id:4762786375 --> @simplyarav commented on GitHub (Jun 21, 2026): Hi, I’d like to work on this issue by adding BGPT as an external MCP/scientific evidence API entry in the README.
GiteaMirror commented 2026-07-11 18:58:13 -05:00
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@Shubhamsaboo commented on GitHub (Jun 26, 2026):

Thanks for the suggestion. BGPT is an external API/service, and the corresponding PR (#896) that added a README link to it was already closed as out of scope. awesome-llm-apps collects self-contained, runnable examples with their own code that use an LLM, not links to external APIs. Closing this for the same reason.

Generated by Claude Code

<!-- gh-comment-id:4806934152 --> @Shubhamsaboo commented on GitHub (Jun 26, 2026): Thanks for the suggestion. BGPT is an external API/service, and the corresponding PR (#896) that added a README link to it was already closed as out of scope. awesome-llm-apps collects self-contained, runnable examples with their own code that use an LLM, not links to external APIs. Closing this for the same reason. --- _Generated by [Claude Code](https://claude.ai/code)_
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Reference: github-starred/awesome-llm-apps#13445
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