[GH-ISSUE #885] Suggest BGPT evidence API for scientific agent apps #14237

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GiteaMirror · 2026-07-12T22:16:29-05:00

GiteaMirror commented

2026-07-12 22:16:29 -05:00

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.

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 closed this issue

2026-07-12 22:16:31 -05:00

GiteaMirror commented

2026-07-12 22:16:32 -05:00

@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.

@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

2026-07-12 22:16:33 -05:00

@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

@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#14237