KitScout

Categories › AI & Agents › Models, LLM APIs, routing, serving, training & GPUs

com.openwakeword/wake-word-training

MCP serverVerified domain · openwakeword.comRemote● LiveFree to try

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

Install

Remote server: your requests and data go to openwakeword.com. Claude Code: claude mcp add --transport http wake-word-training https://openwakeword.com/mcp · Claude app: Settings → Connectors → Add custom connector.

What it can do

The tools this server listed when we connected to it, in its own words.

  • 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-qualit
  • 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
  • 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 t
  • 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
  • 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 pri
  • 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 pa
  • get_training_job — Job status: awaiting_payment -> paid -> submitted -> completed (or failed/expired). Poll every 60-120s after paying. When completed, include
  • 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
  • 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
  • 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 i
  • get_commercial_license — License status; when completed, returns the official license_id and certificate PDF URL.

KitScout test notes

Not tested by KitScout yet. When our harness runs it, pros, cons and the tasks we tried appear here, with the date and evidence.

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