io.github.barneywohl/bay-run
Bay Run
Free OpenAI-compatible inference with signed provenance receipts and 3 focused MCP tools.
alive probed 2026-10-05 · HTTP 200
3tools
4.2ktokens in Claude Opus 5.5
4.2ktokens in Claude Code
2.1 %of a 200k context window
2.4ko200k_base estimate
935 msto initialize
126 msto list tools
- Endpoint
- https://run.huggingbay.xyz/mcp/ (streamable-http)
- Host
- run.huggingbay.xyz
- Protocol
- 2025-11-25
- Reports itself as
- bay-run 2.0.0
- Capabilities
- experimental, prompts, resources, tools
- Instructions
- 677 characters
- Claude count
- Claude Opus 5.5, measured 2026-10-05. Counted again when the tool definitions change. Method.
- Repository
- https://github.com/barneywohl/bay-run
- Website
- https://run.huggingbay.xyz
- Registry
- active, updated 2026-08-18 · registry entry
- Reachable
- 6 of the last 6 probes
Most expensive tools
| Tool | Tokens (o200k) | Share of this server |
|---|---|---|
| solve_task | 967 | 40 % |
| run_pin | 875 | 36 % |
| coprocessor | 574 | 24 % |
History
We add a row when the result changes. A server with no change keeps its last row.
| Probed | Result | Init | Tools | Claude | o200k |
|---|---|---|---|---|---|
| 2026-10-05 14:33 | alive | 935 ms | 3 | 4.2k | 2.4k |
| 2026-10-05 00:32 | alive | 327 ms | 3 | 2.4k | |
| 2026-10-04 10:03 | alive | 1.7 s | 3 | 2.4k | |
| 2026-10-04 07:57 | alive | 2.3 s | 3 | 2.4k | |
| 2026-10-03 20:37 | alive | 1.6 s | 3 | 2.4k | |
| 2026-10-03 17:52 | alive | 768 ms | 3 | 2.4k |
Badge and feed
[](https://mcpcost.ulehla.dev/s/io.github.barneywohl/bay-run)
An entry for every probe that changed the result, the tool count or the token cost: Atom feed. Add it to a feed reader or a Slack RSS app to hear when the server stops answering or its tool set grows.