Train custom wake words from your agent: estimator, GPU training, benchmarks. Card or crypto.
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https://openwakeword.com/mcp13 Tools · 632 msestimate_wake_wordNOTE: 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 j…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 j…
| Parameter | Typ | Beschreibung |
|---|---|---|
| text* | string | The wake word phrase, e.g. 'hey aurora' |
| languages | string | Optional JSON list like [{"code":"de_DE","percentage":100}] |
search_wake_word_libraryFREE 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 a…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 a…
| Parameter | Typ | Beschreibung |
|---|---|---|
| engine* | string | Target engine. 'openwakeword': desktop / Raspberry Pi / Python (ONNX+TFLite, `pip install openwakeword`). 'microwakeword': ESP32-S3 / microcontrollers (streami… |
| query* | string | Wake word to search for, e.g. 'jarvis' |
| language | string | Optional language filter, e.g. 'en_US', 'de_DE'. |
| limit | integer | Max results (default 10, max 25). |
test_wake_word_liveRender 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…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…
| Parameter | Typ | Beschreibung |
|---|---|---|
| engine* | string | Target engine. 'openwakeword': desktop / Raspberry Pi / Python (ONNX+TFLite, `pip install openwakeword`). 'microwakeword': ESP32-S3 / microcontrollers (streami… |
| model_id* | integer | model_id from search_wake_word_library |
buy_library_modelQuote 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+t…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+t…
| Parameter | Typ | Beschreibung |
|---|---|---|
| engine* | string | Target engine. 'openwakeword': desktop / Raspberry Pi / Python (ONNX+TFLite, `pip install openwakeword`). 'microwakeword': ESP32-S3 / microcontrollers (streami… |
| model_id* | integer | model_id from search_wake_word_library |
get_library_purchaseStatus of a library purchase. Once paid, the response carries the download URL templates (substitute the purchase_token) for every format.Status of a library purchase. Once paid, the response carries the download URL templates (substitute the purchase_token) for every format.
| Parameter | Typ | Beschreibung |
|---|---|---|
| engine* | string | Target engine. 'openwakeword': desktop / Raspberry Pi / Python (ONNX+TFLite, `pip install openwakeword`). 'microwakeword': ESP32-S3 / microcontrollers (streami… |
| purchase_token* | string | — |
create_training_jobQuote 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 word…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 word…
private: Imperative addressed to the AI model+500 credits: model is never listed anywhere and is retrievable ONLY with …| Parameter | Typ | Beschreibung |
|---|---|---|
| engine* | string | Target engine. 'openwakeword': desktop / Raspberry Pi / Python (ONNX+TFLite, `pip install openwakeword`). 'microwakeword': ESP32-S3 / microcontrollers (streami… |
| wake_word* | string | Phrase to detect, e.g. 'hey aurora' |
| tier | string | RECOMMENDED — pick one instead of tuning parameters. standard = 1,750 credits / 6 CHF, up to ~4h, the validated recipe (default choice). best = 3,500 credits /… |
| languages | array | TTS voice mix, e.g. [{"code":"en_US","percentage":100}]. Default English. ONLY the enum codes are supported (41 languages; no Japanese) - anything else is reje… |
| training_steps | integer | LEGACY (ignored when tier is set). Default 80000 (openwakeword) / 20000 (microwakeword). |
| n_samples | integer | Synthetic positives, default 200000 (recommended). |
| augmentation_rounds | integer | Default 1 (openwakeword) / 3 (microwakeword). |
| private | boolean | +500 credits: model is never listed anywhere and is retrievable ONLY with the job_token, with no time limit (the token is the single key — losing it loses the… |
| optuna | boolean | LEGACY — prefer tier="studio", which works on BOTH engines. PREMIUM deep search, openwakeword only (~48 CHF default vs ~5.4, runs 6-24h): Bayesian search over… |
| optuna_trials | integer | Optuna only: Bayesian search trials before the ladder, 5-30 (default 20). Price scales linearly with trials. |
pay_training_jobGet 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 wi…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 wi…
| Parameter | Typ | Beschreibung |
|---|---|---|
| engine* | string | Target engine. 'openwakeword': desktop / Raspberry Pi / Python (ONNX+TFLite, `pip install openwakeword`). 'microwakeword': ESP32-S3 / microcontrollers (streami… |
| job_token* | string | — |
| method* | string | Payment method. 'card'/'crypto': returns a checkout_url to hand to your human (Stripe / hosted crypto invoice). 'crypto_direct': returns a raw pay_address+pay_… |
| pay_currency | string | crypto_direct only: coin ticker, default usdcmatic (USDC on Polygon). |
get_training_jobJob 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 downlo…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 downlo…
| Parameter | Typ | Beschreibung |
|---|---|---|
| engine* | string | Target engine. 'openwakeword': desktop / Raspberry Pi / Python (ONNX+TFLite, `pip install openwakeword`). 'microwakeword': ESP32-S3 / microcontrollers (streami… |
| job_token* | string | — |
send_job_feedbackRate 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…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…
| Parameter | Typ | Beschreibung |
|---|---|---|
| engine* | string | Target engine. 'openwakeword': desktop / Raspberry Pi / Python (ONNX+TFLite, `pip install openwakeword`). 'microwakeword': ESP32-S3 / microcontrollers (streami… |
| job_token* | string | — |
| rating* | integer | 1 = bad, 5 = great |
| category | string | — |
| message | string | Free text, max 2000 chars. |
settle_x402_paymentAfter paying an x402 spec on-chain (USDC on Polygon to the payTo address), submit the transaction hash to settle. Needs >=3 confirmations.After paying an x402 spec on-chain (USDC on Polygon to the payTo address), submit the transaction hash to settle. Needs >=3 confirmations.
| Parameter | Typ | Beschreibung |
|---|---|---|
| engine* | string | Target engine. 'openwakeword': desktop / Raspberry Pi / Python (ONNX+TFLite, `pip install openwakeword`). 'microwakeword': ESP32-S3 / microcontrollers (streami… |
| token* | string | The job_token or license_token being paid. |
| tx_hash* | string | 0x-prefixed transaction hash |
| kind | string | What the token refers to. Default job. |
create_commercial_licenseBuy 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 after…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 after…
| Parameter | Typ | Beschreibung |
|---|---|---|
| wake_word* | string | — |
| company_name* | string | Legal licensee printed on the certificate |
pay_commercial_licenseGet 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 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.
| Parameter | Typ | Beschreibung |
|---|---|---|
| license_token* | string | — |
| method* | string | Payment method. 'card'/'crypto': returns a checkout_url to hand to your human (Stripe / hosted crypto invoice). 'crypto_direct': returns a raw pay_address+pay_… |
| pay_currency | string | — |
get_commercial_licenseLicense status; when completed, returns the official license_id and certificate PDF URL.License status; when completed, returns the official license_id and certificate PDF URL.
| Parameter | Typ | Beschreibung |
|---|---|---|
| license_token* | string | — |
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Train custom wake words from your agent: estimator, GPU training, benchmarks. Card or crypto.
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