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custovox-review-analyzer

Customer review analysis MCP server.

What it returns

  • Overall sentiment and average score (Very Negative → Very Positive)
  • Sentiment breakdown (count and % per level)
  • Up to 3 sentences summarizing the positive reviews, and 3 for the negative ones
  • A simple recommendation based on the share of negative reviews

Sentiment is multilingual (EN/FR/DE/ES/PT-BR). The summaries use an English model (facebook/bart-large-cnn): they are most accurate on English reviews. Up to 100 reviews per call; the summaries are based on the first 10 positive and 10 negative reviews.

Installation

pip install custovox-review-analyzer

The models (about 2 GB) are downloaded from Hugging Face on first start and run on your machine.

Need more?

custovox.ai — Full customer intelligence platform. From $89/month. https://custovox.ai

Metadata

Release files for custovox-review-analyzer 1.0.0

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