io.github.modern-ai-inc/w0-mcp-server
Modern AI Brand Recommendation Rate
How often AI search picks a brand first. Recommendation Rate data from Modern Discovery.
alive probed 2026-10-05 · HTTP 200
2tools
337tokens in Claude Opus 5.5
363tokens in Claude Code
0.2 %of a 200k context window
177o200k_base estimate
221 msto initialize
165 msto list tools
- Endpoint
- https://w0-mcp-server.modernai.workers.dev (streamable-http)
- Host
- w0-mcp-server.modernai.workers.dev
- Protocol
- 2025-06-18
- Reports itself as
- modernai-w0-brand-gate 1.1.0
- Capabilities
- tools
- Instructions
- 270 characters
- Claude count
- Claude Opus 5.5, measured 2026-10-05. Counted again when the tool definitions change. Method.
- Repository
- https://github.com/modern-ai-inc/w0-mcp-server
- Website
- https://discovery.modernai.io/methodology
- Registry
- active, updated 2026-10-03 · registry entry
- Reachable
- 6 of the last 6 probes
Most expensive tools
| Tool | Tokens (o200k) | Share of this server |
|---|---|---|
| lookup_brand_recommendation_rate | 127 | 72 % |
| get_recommendation_rate_methodology | 50 | 28 % |
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 15:21 | alive | 221 ms | 2 | 337 | 177 |
| 2026-10-05 00:42 | alive | 144 ms | 2 | 177 | |
| 2026-10-04 10:06 | alive | 431 ms | 2 | 177 | |
| 2026-10-04 07:59 | alive | 221 ms | 2 | 177 | |
| 2026-10-03 20:39 | alive | 167 ms | 2 | 177 | |
| 2026-10-03 17:54 | alive | 295 ms | 2 | 177 |
Badge and feed
[](https://mcpcost.ulehla.dev/s/io.github.modern-ai-inc/w0-mcp-server)
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.