Kottos AI
Server Details
LLM list prices by venue and tier, plus time to first token from a once-a-minute probe
- Status
- Healthy
- Uptime
- 100.0% over the last 24 hours
- Last Tested
- Transport
- Streamable HTTP · MCP 2025-11-25
- URL
- ChatGPT
- –
- Claude
- –
TDQS
Score is being calculated.
Available Tools
2 toolscompare_venuesCompare venues for a modelRead-onlyIdempotentInspect
For one model, each venue and service tier that sells it: list prices in US dollars per million tokens and, where the probe measures it, time to first token over the last hour. The probe sends a short prompt once a minute from Ashburn, Virginia, through the Kottos AI gateway, so the time is mostly round trip and queue, not a long prompt's prefill. Measured offers come first, fastest first.
| Name | Required | Description | Default |
|---|---|---|---|
| model | Yes | A name from list_models, such as "Claude Sonnet 5.5" or "GPT-6.1 Sol"; an API id such as claude-sonnet-5-5 matches too. |
Output Schema
| Name | Required | Description |
|---|---|---|
| model | Yes | |
| offers | Yes | |
| measured_at | No | When the probe series was written, UTC |
list_modelsList modelsRead-onlyIdempotentInspect
Every model Kottos AI lists prices for, with how many venue and service tier offers sell it and how many of them the live probe measures. Use a name from it with compare_venues.
| Name | Required | Description | Default |
|---|---|---|---|
No parameters | |||
Output Schema
| Name | Required | Description |
|---|---|---|
| models | Yes |
Tool Schema Changelog
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
2 tool updates
- First observed
compare_venues - First observed
list_models
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