ai.canaryusers/canaryusers
canaryusers
ai.canaryusers/canaryusers costs 457 tokens of context per session. It has 3 tool definitions. That is 0.2 % of a 200k window. Measured 2026-10-03.
A flock of AI users tests your deployed app and reports where real people get stuck, with fixes.
alive probed 2026-10-03 · HTTP 200
3tools
457tokens for the tool definitions
0.2 %of a 200k context window
956 msto initialize
492 msto list tools
- Endpoint
- https://www.canaryusers.ai/api/mcp (streamable-http)
- Host
- www.canaryusers.ai
- Protocol
- 2025-11-25
- Reports itself as
- canaryusers 1.2.2
- Capabilities
- tools
- Instructions
- 841 characters
- Repository
- https://github.com/CanaryUsers-ai/canaryusers-mcp
- Website
- https://www.canaryusers.ai/mcp
- Registry
- active, updated 2026-06-13 · registry entry
- Reachable
- 2 of the last 2 probes
Most expensive tools
| Tool | Tokens | Share of this server |
|---|---|---|
| canary_scan | 298 | 65 % |
| get_report_markdown | 82 | 18 % |
| list_recent_scans | 77 | 17 % |
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 20:26 | alive | 956 ms | 3 | 457 |
| 2026-10-03 17:45 | alive | 895 ms | 3 | 457 |
Badge
[](https://mcp-pulse.ulehla.dev/s/ai.canaryusers/canaryusers)