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wake-word-training

warnings

openwakeword.com

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

https://openwakeword.com/mcpWebsiteNo authMCP 2025-06-18v1.4.0last checked 24 Aug 2026spoke MCP on 3 of 3 checks (30 days)initialize in 381 ms

How to authenticate

Checked against the endpoint by our probe on 24 Aug 2026. These are the capabilities the server advertises, not a prediction about any particular client.

Scheme
No auth
Protected-resource metadata
Not found

Without it a client has to guess where the authorization server lives.

Anonymous access
Handshake succeeds; 13 tools listable
Credentials demanded in prose
buy_library_model

These tools are listed anonymously and their own descriptions ask for an account or key, but no challenge is issued — so a client has nothing to act on and the refusal arrives as a tool error.

What the probe found

warningTools needing credentials are listed without a challenge

1 of the 13 tools listed anonymously say in their own descriptions that they need an account or a key (buy_library_model), but the endpoint issued no WWW-Authenticate challenge. The requirement is stated only in prose, so a call reaches the tool and comes back as a tool error instead of an authorization step.

No CORS headers for browser-based clients

A cross-origin preflight came back without Access-Control-Allow-Origin, so the endpoint is reachable from native clients only — code running in a web page is stopped by the browser before a request is ever sent.

Tools

buy_library_modelcreate_commercial_licensecreate_training_jobestimate_wake_wordget_commercial_licenseget_library_purchaseget_training_jobpay_commercial_licensepay_training_jobsearch_wake_word_librarysend_job_feedbacksettle_x402_paymenttest_wake_word_live

Contract history

24 Aug 2026v1.4.0first recorded contract

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Status badge

Status for a README, from the last probe — cached an hour, so up to seven hours behind the endpoint. Links back to this page.

MCP status badge for wake-word-training
[![MCP status](https://mcpi.app/servers/wake-word-training/badge.svg)](https://mcpi.app/servers/wake-word-training)

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