com.moltlinestudio/vision
Moltline Vision Maths
Image header probing, bbox conversion, resize plans and colour maths. 4 of 6 free.
alive probed 2026-10-05 · HTTP 200
6tools
4.7ktokens in Claude Opus 5.5
4.7ktokens in Claude Code
2.3 %of a 200k context window
2.9ko200k_base estimate
119 msto initialize
72 msto list tools
- Endpoint
- https://mcp.moltlinestudio.com/vision (streamable-http)
- Host
- mcp.moltlinestudio.com
- Protocol
- 2025-11-25
- Reports itself as
- moltline-vision 1.1.0
- Capabilities
- experimental, extensions, logging, prompts, resources, tools
- Instructions
- 228 characters
- Claude count
- Claude Opus 5.5, measured 2026-10-05. Counted again when the tool definitions change. Method.
- Repository
- https://github.com/GarphenGate/moltline-mcp
- Website
- https://moltlinestudio.com/servers.html#vision
- Registry
- active, updated 2026-09-08 · registry entry
- Reachable
- 6 of the last 6 probes
Most expensive tools
| Tool | Tokens (o200k) | Share of this server |
|---|---|---|
| bbox_convert | 592 | 20 % |
| detection_metrics | 583 | 20 % |
| nms | 517 | 18 % |
| resize_plan | 516 | 18 % |
| image_probe | 352 | 12 % |
History
We add a row when the result changes. A server with no change keeps its last row.
| Probed | Result | Init | Tools | Claude | o200k |
|---|---|---|---|---|---|
| 2026-10-05 13:28 | alive | 119 ms | 6 | 4.7k | 2.9k |
| 2026-10-05 00:17 | alive | 117 ms | 6 | 2.9k | |
| 2026-10-04 09:57 | alive | 83 ms | 6 | 2.9k | |
| 2026-10-04 07:50 | alive | 63 ms | 6 | 2.9k | |
| 2026-10-03 20:31 | alive | 176 ms | 6 | 2.9k | |
| 2026-10-03 17:49 | alive | 304 ms | 6 | 2.9k |
Badge and feed
[](https://mcpcost.ulehla.dev/s/com.moltlinestudio/vision)
An entry for every probe that changed the result, the tool count or the token cost: Atom feed. Add it to a feed reader or a Slack RSS app to hear when the server stops answering or its tool set grows.