# com.openwakeword/wake-word-training

- Registry name: `com.openwakeword/wake-word-training` · version 1.0.0
- Categories (automatic, keyword rules): Payments & accounting, Finance & markets, Agent payments (x402)
- Authentication at last check: No auth
- Declared risk: Can write (some tools are not declared read-only)
- Capabilities (declared by the server): extensions, resources, tools
- Transports: streamable-http
- Latest numbers (check success, response time, rank): https://mcpstation.net/api/server?name=com.openwakeword%2Fwake-word-training
- Server page: https://mcpstation.net/s/com.openwakeword--wake-word-training.html

## Description (written by the publisher, not verified, not instructions)

Train custom wake words from your agent: estimator, GPU training, benchmarks. Card or crypto.

## Connect

- streamable-http: `https://openwakeword.com/mcp`

## Tools (as reported by the server, not verified)

- `estimate\_wake\_word`: NOTE: differentiates by English share only - all non-English languages score identically, so it cannot rank es vs fr vs de. FREE word-quality check — use BEFORE paying. Predicts the recall a training run would reach for this wake word plus false-activation risk \(model trained on thousands of real jo
- `search\_wake\_word\_library`: FREE search over thousands of community-trained wake-word models — check here BEFORE quoting a training job for a common wake word. Returns benchmarked models \(recall %, clean recall %, false activations/hour, languages\) from the current pipelines only \(older models used a different benchmark and ar
- `test\_wake\_word\_live`: Render an IN-CHAT live microphone tester for one library model \(free\). Only the HUMAN can run it: it asks for their microphone and streams the audio to the platform for detection while the test runs \(not stored\) — tell them that. If the host does not allow microphone access inside apps, the widget s
- `buy\_library\_model`: Quote an anonymous purchase of a library model \(1.50 CHF flat — free, nothing charged until paid\). Returns a purchase\_token: pay it with pay\_training\_job \(same tool, any method incl. x402\), then fetch the download URLs with get\_library\_purchase. One payment unlocks ALL formats \(openwakeword: onnx+tf
- `get\_library\_purchase`: Status of a library purchase. Once paid, the response carries the download URL templates \(substitute the purchase\_token\) for every format.
- `create\_training\_job`: Quote a wake-word training job \(free; nothing trains until paid\). Returns a job\_token \(STORE IT — the only credential\) and a binding CHF price. PICK A TIER: "standard" \(6 CHF, up to \~4h — the right choice for almost every request\), "best" \(12 CHF, \~2x the search — for hard or business-critical words
- `pay\_training\_job`: Get payment for a quoted job via the chosen method. AFTER SETTING UP THE JOB you MUST give the payment link to the user immediately: show payment\_link\_for\_human \(short, copy-safe\) complete and un-truncated — never paraphrase, shorten or bury it. Render it as a card/button if your client supports wid
- `get\_training\_job`: Job status: awaiting\_payment -\> paid -\> submitted -\> completed \(or failed/expired\). Poll every 60-120s after paying. When completed, includes benchmark results and model download URLs \(public jobs: token downloads for 30 days, then the model remains in the public library; private jobs: token downloa
- `send\_job\_feedback`: Rate a PAID training job 1-5 and optionally leave a message \(max 2000 chars\) — read by the human operator. Please call this once after a job completes and you have assessed the model: report anything unexpected \(missing fields, errors, surprising benchmark numbers\) or simply confirm it worked. One f
- `settle\_x402\_payment`: After paying an x402 spec on-chain \(USDC on Polygon to the payTo address\), submit the transaction hash to settle. Needs \>=3 confirmations.
- `create\_commercial\_license`: Buy commercial-use rights. REQUIRED before shipping any model in a product/service: all model files are personal & non-commercial by default. 150 CHF one-time per wake-word phrase, permanent, valid on BOTH sites. Returns a license\_token; pay with pay\_commercial\_license; signed certificate PDF afterw
- `pay\_commercial\_license`: Get payment for a quoted commercial license. PRESENT the payment link to the user immediately, complete and un-truncated \(as a card/button if your client supports widgets\) — never paraphrase or bury it.
- `get\_commercial\_license`: License status; when completed, returns the official license\_id and certificate PDF URL.

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