io.github.UlyssesModel/kirk-mcp
Kirk — Unsupervised Structural Change Detection
io.github.UlyssesModel/kirk-mcp costs 4 890 tokens of context per session. It has 14 tool definitions. That is 2.4 % of a 200k window. Measured 2026-10-03.
The Kalman filter for the non-Gaussian, non-stationary world. Unsupervised structural change.
alive probed 2026-10-03 · HTTP 200
14tools
4.9ktokens for the tool definitions
2.4 %of a 200k context window
943 msto initialize
117 msto list tools
- Endpoint
- https://kirk-mcp.kavara.ai/mcp (streamable-http)
- Host
- kirk-mcp.kavara.ai
- Protocol
- 2025-11-25
- Reports itself as
- kirk 3.4.4
- Capabilities
- experimental, extensions, logging, prompts, resources, tools
- Instructions
- 4 121 characters
- Repository
- https://github.com/UlyssesModel/kirk-mcp
- Registry
- active, updated 2026-07-21 · registry entry
- Reachable
- 2 of the last 2 probes
Most expensive tools
| Tool | Tokens | Share of this server |
|---|---|---|
| kirk_bulk_howto | 534 | 11 % |
| kirk_score_book_batch | 480 | 10 % |
| kirk_score_book | 465 | 10 % |
| kirk_score_l2_book | 449 | 9 % |
| kirk_demo_uav | 427 | 9 % |
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 20:36 | alive | 943 ms | 14 | 4.9k |
| 2026-10-03 17:52 | alive | 708 ms | 14 | 4.9k |
Badge
[](https://mcp-pulse.ulehla.dev/s/io.github.UlyssesModel/kirk-mcp)