Kirk — Unsupervised Structural Change Detection

Name: Kirk — Unsupervised Structural Change Detection
Author: UlyssesModel

MCP serverMCP

The Kalman filter for the non-Gaussian, non-stationary world. Unsupervised structural change.

by UlyssesModelrepository ↗v1.0.2

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Evidence

Everything here was measured by our prober or read from a registry. Nothing is self-reported.

30-day availability109/109 checks ok

when	check	result	http	latency	detail
44 min ago	mcp initialize	ok	200	345 ms	server kirk 3.4.4 · protocol 2025-06-18 · 14 tools
8 h ago	mcp initialize	ok	200	430 ms	server kirk 3.4.4 · protocol 2025-06-18 · 14 tools
14 h ago	mcp initialize	ok	200	355 ms	server kirk 3.4.4 · protocol 2025-06-18 · 14 tools
21 h ago	mcp initialize	ok	200	354 ms	server kirk 3.4.4 · protocol 2025-06-18 · 14 tools
27 h ago	mcp initialize	ok	200	399 ms	server kirk 3.4.4 · protocol 2025-06-18 · 14 tools
33 h ago	mcp initialize	ok	200	370 ms	server kirk 3.4.4 · protocol 2025-06-18 · 14 tools
2 d ago	mcp initialize	ok	200	371 ms	server kirk 3.4.4 · protocol 2025-06-18 · 14 tools
2 d ago	mcp initialize	ok	200	363 ms	server kirk 3.4.4 · protocol 2025-06-18 · 14 tools
2 d ago	mcp initialize	ok	200	381 ms	server kirk 3.4.4 · protocol 2025-06-18 · 14 tools
2 d ago	mcp initialize	ok	200	354 ms	server kirk 3.4.4 · protocol 2025-06-18 · 14 tools

Tools observed via MCP handshake

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 current billing state
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 purchase IU credits.
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 + per-tool breakdown
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 locally so bulk scori
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 customer callers hit. Fr
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 callers hit. Free,
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. Purpose: Attest w
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 the sealed engine sh
kirk_infer_legacy — Score a 50-value feature vector against the legacy /v1/infer route on the sealed engine. Purpose: Backwards-compatible scoring surface for callers that were al
kirk_score_book — Score one L2 order-book snapshot through the sealed single-layer path and return a scalar entropy plus engine attestation. Purpose: Score one snapshot end-to-e
kirk_score_l2_book — Score a sequence of full L2 order books as one chain and return per-book entropies plus engine attestation. Purpose: Score complete books — prices, sizes and o
kirk_score_book_batch — Score up to 500 L2 order-book snapshots in one MCP call — returns an entropies list plus engine attestation. Purpose: Batch-score up to 500 snapshots through t
kirk_render_book — Render an L2 order-book snapshot into the 20×20 complex128 thermometer tensor WITHOUT invoking the sealed engine. Purpose: Local tensor prep and inspection — s
kirk_score_random — Synthesize N realistic-geometry L2 book snapshots and score them — convenience wrapper on kirk_score_book_batch. Purpose: Produce a live entropy series with no

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Official MCP Registryio.github.UlyssesModel/kirk-mcp

first seen 1 mo ago · fetched 3 d agoopen ↗

Field history (6 recent events)

1 mo ago · declared · summary → "The Kalman filter for the non-Gaussian, non-stationary world. Unsupervised structural change."
1 mo ago · declared · description → "The Kalman filter for the non-Gaussian, non-stationary world. Unsupervised structural change."
1 mo ago · declared · publisherName → "UlyssesModel"
1 mo ago · declared · repoUrl → "https://github.com/UlyssesModel/kirk-mcp"
1 mo ago · declared · version → "1.0.2"
1 mo ago · declared · protocols → ["mcp"]

Kirk — Unsupervised Structural Change Detection

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