# KugelAudio — WebMCP observations

Canonical: https://mudpie.ai/directory/webmcp/accelerators-2026-09-20/yc-31540/

- Roster: Y Combinator / Spring 2026
- Roster observed: 2026-09-18
- Official profile: <https://www.ycombinator.com/companies/kugelaudio>
- Listed website: <https://kugelaudio.com/en>
- Browser: 153.0.8010.50

## Default Chrome

Not observed in this window. Final URL: <https://www.kugelaudio.com/en>

Window: 2026-09-20T21:09:45.927Z to 2026-09-20T21:09:49.476Z.

Tools: Not observed in this window.

Source SHA-256: 7b954a1c37d932aff29933311e2ed43f4df10f528b8b9b69a9a06c436d5cb1a6

## Experimental features enabled

Registration observed. Final URL: <https://www.kugelaudio.com/en>

Window: 2026-09-20T21:33:50.193Z to 2026-09-20T21:33:52.938Z.

Tools: open\_kugelaudio\_docs, open\_kugelaudio\_pricing.

Source SHA-256: e47d87e6a43fa689d041f12b18a13853f99668940ed696901a46fefae6581bab

## Limits

No tool was invoked. Registration does not establish execution, product quality, task success or adoption. Absence in one window is not website-wide absence.

[Study and methods](https://mudpie.ai/agent-readiness/measure-agent-distribution-without-counting-registrations/) · [Full dataset](https://mudpie.ai/research/native-webmcp-census-2026-09-20.json) · [Census directory](https://mudpie.ai/directory/webmcp/accelerators-2026-09-20/)