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Add BGPT MCP (scientific paper search)#23

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connerlambden wants to merge 2 commits intojmanhype:mainfrom
connerlambden:add-bgpt-mcp
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Add BGPT MCP (scientific paper search)#23
connerlambden wants to merge 2 commits intojmanhype:mainfrom
connerlambden:add-bgpt-mcp

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@connerlambden
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@connerlambden connerlambden commented Mar 9, 2026

Adds BGPT MCP — hosted MCP server for searching scientific papers with full-text experimental data.

  • SSE + Streamable HTTP endpoints
  • Tool: search_papers
  • 50 free searches, no API key needed

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Review Summary by Qodo

Add BGPT MCP scientific paper search server

✨ Enhancement 📝 Documentation

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Walkthroughs

Description
• Adds BGPT MCP server entry to resources list
• Enables scientific paper searching with experimental data
• Supports SSE and Streamable HTTP endpoints
• No API key required for 50 free searches
Diagram
flowchart LR
  A["README Resources"] -- "adds entry" --> B["BGPT MCP Server"]
  B -- "provides" --> C["Scientific Paper Search"]
  C -- "with" --> D["Full-text Experimental Data"]
  B -- "supports" --> E["SSE + HTTP Endpoints"]
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File Changes

1. README.md 📝 Documentation +1/-0

Add BGPT MCP to resources documentation

• Adds BGPT MCP server entry to the resources list
• Includes link to GitHub repository
• Describes key features: hosted server, scientific paper search, full-text experimental data
• Notes supported transports: SSE and Streamable HTTP endpoints

README.md


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qodo-code-review bot commented Mar 9, 2026

Code Review by Qodo

🐞 Bugs (0) 📘 Rule violations (0) 📎 Requirement gaps (0) 🎨 UX Issues (0)

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Remediation recommended

1. MCP list order broken🐞 Bug ≡ Correctness
Description
In README.md, the "MCP Servers" bullet list appears alphabetically ordered, but the newly added
"BGPT MCP" entry is appended at the end, breaking that convention and reducing scanability.
Code

README.md[28]

+- [BGPT MCP](https://github.com/connerlambden/bgpt-mcp) - Hosted MCP server for searching scientific papers with full-text experimental data; SSE + Streamable HTTP endpoints.
Evidence
The MCP Servers list shows an alphabetical progression (Atlassian → GitHub → Google → Notion →
Supabase) and then adds BGPT at the bottom; alphabetically, BGPT should appear near the top (after
Atlassian).

README.md[22-29]

Agent prompt
The issue below was found during a code review. Follow the provided context and guidance below and implement a solution

## Issue description
The `README.md` "MCP Servers" list appears alphabetically ordered, but the newly added `BGPT MCP` entry was appended at the end, breaking that ordering.
### Issue Context
This is a documentation consistency/readability issue.
### Fix Focus Areas
- README.md[22-29]

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