io.github.connerlambden/bgpt-mcp
BGPT - Scientific Paper Search
io.github.connerlambden/bgpt-mcp costs 499 tokens of context per session. It has 2 tool definitions. That is 0.2 % of a 200k window. Measured 2026-10-03.
Search scientific papers with structured experimental data from full-text studies
alive probed 2026-10-03 · HTTP 200
2tools
499tokens for the tool definitions
0.2 %of a 200k context window
1.5 sto initialize
48 msto list tools
- Endpoint
- https://bgpt.pro/mcp/stream (streamable-http)
- Host
- bgpt.pro
- Protocol
- 2025-11-25
- Reports itself as
- BGPT 2.14.7
- Capabilities
- experimental, prompts, resources, tasks, tools
- Instructions
- 517 characters
- Repository
- https://github.com/connerlambden/bgpt-mcp
- Website
- https://bgpt.pro/mcp
- Registry
- active, updated 2026-04-05 · registry entry
- Reachable
- 2 of the last 2 probes
Most expensive tools
| Tool | Tokens | Share of this server |
|---|---|---|
| search_papers | 349 | 70 % |
| lookup_paper | 150 | 30 % |
History
We add a row when the result changes. A server with no change keeps its last row.
| Probed | Result | Init | Tools | Tokens |
|---|---|---|---|---|
| 2026-10-03 20:37 | alive | 1.5 s | 2 | 499 |
| 2026-10-03 17:53 | alive | 374 ms | 2 | 499 |
Badge
[](https://mcp-pulse.ulehla.dev/s/io.github.connerlambden/bgpt-mcp)