BGPT - Scientific Paper Search
Rank #5,393io.github.connerlambden/bgpt-mcp
Search scientific papers with structured experimental data from full-text studies
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.
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.
What you need before using BGPT - Scientific Paper Search
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.
2 hosted endpoints declared as public.
Connect BGPT - Scientific Paper Search and confirm it works
claude mcp add --transport http bgpt-mcp https://bgpt.pro/mcp/sseclaude mcp add --transport http bgpt-mcp https://bgpt.pro/mcp/stream[mcp_servers.bgpt-mcp]
url = "https://bgpt.pro/mcp/sse"Add to ~/.codex/config.toml.
[mcp_servers.bgpt-mcp]
url = "https://bgpt.pro/mcp/stream"Add to ~/.codex/config.toml.
https://bgpt.pro/mcp/sseSettings → Connectors → “Add custom connector”, then paste this URL.
https://bgpt.pro/mcp/streamSettings → Connectors → “Add custom connector”, then paste this URL.
{
"mcpServers": {
"bgpt-mcp": {
"url": "https://bgpt.pro/mcp/sse"
}
}
}Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project).
{
"mcpServers": {
"bgpt-mcp": {
"url": "https://bgpt.pro/mcp/stream"
}
}
}Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project).
{
"servers": {
"bgpt-mcp": {
"type": "http",
"url": "https://bgpt.pro/mcp/sse"
}
}
}Save as .vscode/mcp.json in your workspace.
{
"servers": {
"bgpt-mcp": {
"type": "http",
"url": "https://bgpt.pro/mcp/stream"
}
}
}Save as .vscode/mcp.json in your workspace.
{
"mcpServers": {
"bgpt-mcp": {
"serverUrl": "https://bgpt.pro/mcp/sse"
}
}
}Add to ~/.codeium/windsurf/mcp_config.json.
{
"mcpServers": {
"bgpt-mcp": {
"serverUrl": "https://bgpt.pro/mcp/stream"
}
}
}Add to ~/.codeium/windsurf/mcp_config.json.
{
"mcpServers": {
"bgpt-mcp": {
"url": "https://bgpt.pro/mcp/sse"
}
}
}{
"mcpServers": {
"bgpt-mcp": {
"url": "https://bgpt.pro/mcp/stream"
}
}
}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.
When to choose another server
No task-specific alternatives are catalogued for BGPT - Scientific Paper Searchyet; the list above is its publisher's other servers.
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
- Official MCP ↗listed since Apr 25, 2026 · still listed
- PulseMCP ↗listed since Jun 4, 2026 · still listed
- Glama ↗listed since Jun 4, 2026 · still listed
- mcp.so ↗listed since Aug 25, 2026 · still listed
Do you maintain BGPT - Scientific Paper Search? to correct or enrich this profile.
Available versions (4)
| Version | Published |
|---|---|
| 1.1.0 | Apr 5, 2026 |
| 1.0.1 | Feb 24, 2026 |
| 1.0.0 | Feb 17, 2026 |
| 0.1.0 | Nov 25, 2024 |
Ranks ahead of 158,691 of 164,084 servers on MCP Toplist.
Show your rank
Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.
[](https://mcptoplist.com/server/io.github.connerlambden%2Fbgpt-mcp)<a href="https://mcptoplist.com/server/io.github.connerlambden%2Fbgpt-mcp"><img src="https://mcptoplist.com/badge/io.github.connerlambden%2Fbgpt-mcp.svg" alt="MCP Toplist: Top 5% of 164,084" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
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.
Do you run this server?
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