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io.github.jeremdecustovox/custovox-sentiment

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custovox.ai multilingual customer sentiment analysis MCP server (EN/FR/DE/ES/PT-BR)

Source code Website Documentation

What can you do with io.github.jeremdecustovox/custovox-sentiment?

  • Market Research — Analyze thousands of reviews across markets and languages
  • Competitive Analysis — Monitor competitor sentiment automatically
  • Retail & E-commerce — Detect product issues from photos and reviews
  • SaaS — Predict churn before it happens
  • Marketing Agencies — Deliver NLP insights without building your own models
  • Call Centers — Detect escalation in real time with PEACE™

Install

Add this to your client's MCP configuration (Claude Desktop: claude_desktop_config.json; Cursor: .cursor/mcp.json; VS Code and others use the same "mcpServers" shape).

PYPI package custovox-sentiment
Claude Code 
claude mcp add custovox-sentiment -- uvx custovox-sentiment==1.0.4
JSON configuration (Claude Desktop, Cursor, VS Code) 
{
    "mcpServers": {
        "custovox-sentiment": {
            "command": "uvx",
            "args": [
                "custovox-sentiment==1.0.4"
            ]
        }
    }
}

Documentation

From the project's README on GitHub, refreshed weekly. Links open on GitHub.

Contents
  1. custovox.ai — Customer Intelligence MCPs
  2. What is custovox.ai?
  3. MCP Servers
  4. Use Cases
  5. Supported Languages
  6. PEACE™ Algorithm
  7. Links

custovox.ai — Customer Intelligence MCPs

Listen deeper. Act faster.

NLP-powered MCP servers for business teams. Detect emotions, escalation risks and churn signals from customer calls, reviews, tickets and images.

Built for retail, e-commerce, SaaS and marketing agencies.

What is custovox.ai?

custovox.ai turns customer conversations into actionable business intelligence — using the same AI models used by Google, Amazon, Meta, Uber and Airbnb. Now accessible to any business.

Validated on 83,724 real customer conversations. Academic research — LUMEN Lab / IAE Lille.

MCP Servers

ServerDescriptionStatus
custovox-sentimentMultilingual sentiment (EN/FR/DE/ES/PT-BR)Coming soon
custovox-emotion6-emotion detection from customer textComing soon
custovox-ticket-scorerPriority + sentiment for support ticketsComing soon
custovox-review-analyzerNLP analysis of Google, G2 & TrustpilotComing soon
custovox-churn-signalChurn risk from conversation sequencesComing soon
custovox-visualImage analysis for hospitality & retailComing soon
custovox-peacePEACE™ Escalation Detection 0-100Proprietary

Use Cases

  • Market Research — Analyze thousands of reviews across markets and languages
  • Competitive Analysis — Monitor competitor sentiment automatically
  • Retail & E-commerce — Detect product issues from photos and reviews
  • SaaS — Predict churn before it happens
  • Marketing Agencies — Deliver NLP insights without building your own models
  • Call Centers — Detect escalation in real time with PEACE™

Supported Languages

English · Français · Deutsch · Español · Português (BR)

Native models — no translation needed.

PEACE™ Algorithm

Score = Emotion x 0.45 + Intention x 0.40 + Sentiment x 0.15

Validated on 83,724 conversations. R2=0.848.

Powered by transformers. MIT License.

Frequently asked questions

What is io.github.jeremdecustovox/custovox-sentiment?

custovox.ai multilingual customer sentiment analysis MCP server (EN/FR/DE/ES/PT-BR)

How do I install io.github.jeremdecustovox/custovox-sentiment?

It runs on your machine. In Claude Code: claude mcp add custovox-sentiment -- uvx custovox-sentiment==1.0.4. For other clients, paste the JSON configuration from this page into their MCP settings.

Does io.github.jeremdecustovox/custovox-sentiment need an API key?

Its registry entry lists no required key or secret. Some features may still need an account with the service it connects to.

Is io.github.jeremdecustovox/custovox-sentiment open source?

Yes. Its code is on GitHub under the MIT license.

Who maintains io.github.jeremdecustovox/custovox-sentiment?

It is published by jeremdecustovox. AI.tn lists it but does not maintain or endorse it.

From the official MCP Registry. Listing is not an endorsement: review a server's code and permissions before giving it access to your data.