Kottos AI Observatory

LLM list prices by venue and tier, plus time to first token from a once-a-minute probe

Install

Remote server: your requests and data go to data.kottos.ai. Claude Code: claude mcp add --transport http kottos-ai-observatory https://data.kottos.ai/mcp · Claude app: Settings → Connectors → Add custom connector.

What it can do

The tools this server listed when we connected to it, in its own words.

• list_models — 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. It
• compare_venues — 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, tim

KitScout test notes

Not tested by KitScout yet. When our harness runs it, pros, cons and the tasks we tried appear here, with the date and evidence.

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