io.github.antonbabenko/deliberation
deliberation-mcp
Second opinions in Claude Code and any MCP host from GPT, Gemini, Grok, and 400+ OpenRouter models.
alive probed 2026-10-14
20tools
14ktokens in Claude Opus 5.5
15ktokens in Claude Code
7.2 %of a 200k context window
8.4ko200k_base estimate
87 msto initialize
5 msto list tools
- Run it
- npx -y @antonbabenko/deliberation-mcp@3.14.5 (stdio, probed in a container with the network off)
- Host
- npmjs.com
- Reports itself as
- deliberation-mcp 3.14.5
- Capabilities
- logging, tools
- Instructions
- none
- Claude count
- Claude Opus 5.5, measured 2026-10-14. Counted again when the tool definitions change. Method.
- Registry
- active, updated 2026-09-04 · registry entry
- Reachable
- 1 of the last 1 probe
Most expensive tools
| Tool | Tokens (o200k) | Share of this server |
|---|---|---|
| consensus | 732 | 9 % |
| ask-one | 543 | 7 % |
| consensus-step | 504 | 6 % |
| ask-all | 495 | 6 % |
| researcher | 485 | 6 % |
Badge and feed
[](https://mcpcost.ulehla.dev/s/io.github.antonbabenko/deliberation)
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.