The Kirk — Unsupervised Structural Change Detection MCP server,
connected in one click.

“Use “kirk_billing_show”: Return the caller's account_id, IU balance, USD equivalent at list, frozen flag, and recent ledger entries. Purpose: Surface the caller's c.”

“Use “kirk_billing_checkout”: Create a Stripe Checkout Session URL for buying a credit pack (starter / scale / enterprise). Purpose: Hand the caller a self-serve URL to.”

“Use “kirk_billing_usage”: Return the caller's inference consumption over the last N days from the append-only Gate 2 events table. Purpose: Historical usage summary.”

“Use “kirk_bulk_howto”: Return a self-contained stdlib Python client for scoring at ZERO per-call LLM tokens. Purpose: Hand the caller an HTTP consumer that runs l.”

kirk_billing_show — Return the caller's account_id, IU balance, USD equivalent at list, frozen flag, and recent ledger entries. Purpose: Surface the caller's c

kirk_billing_checkout — Create a Stripe Checkout Session URL for buying a credit pack (starter / scale / enterprise). Purpose: Hand the caller a self-serve URL to

kirk_billing_usage — Return the caller's inference consumption over the last N days from the append-only Gate 2 events table. Purpose: Historical usage summary

kirk_bulk_howto — Return a self-contained stdlib Python client for scoring at ZERO per-call LLM tokens. Purpose: Hand the caller an HTTP consumer that runs l

kirk_demo_trading — Runs a curated demonstration of Kirk on a trading example. Zero arguments. Returns real Kirk output against the same sealed engine that cust

kirk_demo_uav — Runs a curated demonstration of Kirk on a UAV example. Zero arguments. Returns real Kirk output against the same sealed engine that customer

kirk_verify_engine — Verify sealed engine identity — returns the sha256 of the running scoring binary. Also serves as a liveness probe against the sealed backend

kirk_list_models — Enumerate the model_ids the sealed engine exposes, with the engine sha stamped in-response. Purpose: Discover the model catalog and record