SERVER

BGPT - Scientific Paper Search

Rank #5,393

io.github.connerlambden/bgpt-mcp

Search scientific papers with structured experimental data from full-text studies

4 versions
42 GitHub stars
by connerlambden (2 servers)View repository ↗
First listed
Feb 17, 2026
Last publish date
Apr 5, 2026
PURPOSE

What you can do with BGPT - Scientific Paper Search

BGPT - Scientific Paper Search is a Model Context Protocol (MCP) server published by connerlambden. It ranks #5,393 of 164,084 active servers on MCP Toplist, and its repository has 42 GitHub stars. BGPT - Scientific Paper Search is listed across 4 registries — Official MCP, PulseMCP, Glama and mcp.so, with 4 tracked versions. It was first listed on Feb 17, 2026 and most recently updated on Apr 5, 2026.

Not verifiedMCP Toplist has not yet written a checked profile for this server, so the paragraph above is assembled from registry data only. The repository README is the authority on what it does.

CAPABILITIES AND LIMITATIONS

What BGPT - Scientific Paper Search can and cannot do

Not verifiedMCP Toplist has not catalogued this server's tools or limitations. The repository README lists them.

REQUIREMENTS

What you need before using BGPT - Scientific Paper Search

DeclaredNo credentialsNo credentials declared

The registry listing declares no required environment variables or authentication. This is declared metadata, not a verified install — the repository README is the authority.

MCP Toplist probed the public endpoint on Oct 30, 2026 and could not complete the MCP handshake (jsonrpc error). Requirements remain unverified.

Declared by Glama, last synced Oct 30, 2026. Not independently verified by MCP Toplist.

Declared in the registry install config

2 hosted endpoints declared as public.

INSTALLATION AND FIRST TASK

Connect BGPT - Scientific Paper Search and confirm it works

Remote · SSE
claude mcp add --transport http bgpt-mcp https://bgpt.pro/mcp/sse
Remote · HTTP
claude mcp add --transport http bgpt-mcp https://bgpt.pro/mcp/stream
First successful task

After adding the config, ask your client to list this server's tools. A tool list confirms the connection; an empty list or an error means the server did not start or needs credentials.

ALTERNATIVES

When to choose another server

Other servers by connerlambden
View all connerlambden servers →

No task-specific alternatives are catalogued for BGPT - Scientific Paper Searchyet; the list above is its publisher's other servers.

MAINTENANCE AND EVIDENCE

What changed, and when this was checked

First listed
Feb 17, 2026
Latest version published
Apr 5, 2026
Version history
4 versions tracked (below)
Requirements evidence
MCP Toplist probed the public endpoint on Oct 30, 2026 and could not complete the MCP handshake (jsonrpc error). Requirements remain unverified.
Profile checked
Not yet — purpose, capabilities and requirements above come from registry data only
Ranking data as of
Oct 30, 2026
Registry sightings

Do you maintain BGPT - Scientific Paper Search? to correct or enrich this profile.

VERSIONS

Available versions (4)

0.1.0 · Nov 25, 20241.0.0 · Feb 17, 20261.0.1 · Feb 24, 20261.1.0 · Apr 5, 2026Nov 25, 2024Apr 5, 2026
VersionPublished
1.1.0Apr 5, 2026
1.0.1Feb 24, 2026
1.0.0Feb 17, 2026
0.1.0Nov 25, 2024
STANDING
#5,393of 164,084 active serversTop 5%

Ranks ahead of 158,691 of 164,084 servers on MCP Toplist.

BADGE

Show your rank

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MCP Toplist: Top 5% of 164,084
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FAQ

Frequently asked questions

Who maintains BGPT - Scientific Paper Search?
BGPT - Scientific Paper Search is maintained by connerlambden, which publishes 2 MCP servers (6 total versions) tracked on MCP Toplist.
Is BGPT - Scientific Paper Search listed on the Official MCP Registry?
Yes — BGPT - Scientific Paper Search is listed on the Official MCP Registry, alongside PulseMCP, Glama and mcp.so.
How many versions does BGPT - Scientific Paper Search have?
MCP Toplist tracks 4 versions of BGPT - Scientific Paper Search, most recently published on Apr 5, 2026.
Where can I find the source code for BGPT - Scientific Paper Search?
The source code for BGPT - Scientific Paper Search is hosted at github.com/connerlambden/bgpt-mcp.
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