NLP Tools - Sentiment, NER, Toxicity & Language Detection
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Summary
Connects Claude to five NLP endpoints running on ONNX models: toxicity detection, sentiment analysis, named entity recognition, PII detection with optional redaction, and language identification. All endpoints return in under 50ms and run CPU-only. You get structured JSON responses with labels and confidence scores. Useful when you need to scan user content for moderation flags, extract entities like names and organizations, or redact sensitive information like emails and phone numbers before logging or processing. Part of Brainiall's larger API suite that includes speech and image tools. Requires an API key from their portal, billed per call at fractions of a cent.
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one prompt install →Brainiall Speech AI examples — migration notice
This repository is legacy. The former
apim-ai-apis.azure-api.netgateway and the old Speech AI MCP URLs documented in earlier revisions have been retired. Do not use those URLs. The other files in this repository are retained only as historical source and may no longer run.
Current supported surfaces
| Need | Current surface |
|---|---|
| Text-to-speech MCP server | https://api.brainiall.com/mcp/tts/mcp |
| Text-to-speech REST endpoint | POST https://api.brainiall.com/v1/tts/synthesize |
| TTS health check | https://api.brainiall.com/mcp/tts/health |
| TTS setup, OpenAPI and maintained examples | fasuizu-br/brainiall-tts-mcp |
| Brazilian Portuguese transcription | Transcreve BR |
| Speech-to-text API overview | Brainiall Speech-to-Text |
| Account and API key | Brainiall app |
| Offline contract compatibility checks | compatibility-pack/ |
Authentication for the current API uses an Authorization: Bearer YOUR_BRAINIALL_API_KEY header. Never commit a real key.
For TTS examples for Claude, Cursor, VS Code, n8n, Postman and raw REST clients, use the maintained TTS repository linked above. It is the canonical source for current voices, prices and request schemas.
The small compatibility pack is different from the historical examples. It is an offline-only contract test for buffered TTS, generic diarized-STT review artifacts, a synthetic diarization canary and local-by-default usage planning. It performs no API call during tests, contains no key, copies no third-party source, and does not claim streaming, cancellation, OpenAI drop-in compatibility, completed third-party integration or billing. Read its kill gates before reusing it.
Why this notice exists
External directories and search engines may still link to this repository. This notice prevents an old listing from sending developers to endpoints that no longer work and points them to the maintained production surfaces.
License
MIT — Brainiall
C112 — hosted STT contract fixture
The Whisper-WebUI OpenAI-compatible fixture is a provider-neutral, synthetic request/response example for maintainers evaluating an external speech-to-text path. It does not claim that Whisper-WebUI has adopted the contract, and it never includes a key or private audio.
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Install now →Make coding agent sessions - Searchable, Shareable, Vendor-neutral & Scored.
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