MCP Sentiment Analysis Server

Item: MCP Sentiment Analysis Server
Rating: 43
Author: M8ven

A robust MCP server for real-time sentiment analysis with AI-powered insights, featuring multi-dimensional emotion detection, batch processing, and a Gradio web interface.

→ AdilzhanB/MCP_sentiment_analysis_server · listed on glama

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// key findings

✅

No credential exfiltration, no sensitive file access, no obfuscation

Static analysis found nothing flowing your secrets to unexpected places.

✅

Open source with a license and README

Anyone can audit the code, the license is declared, and the publisher documents what it does.

// full audit trail

The full breakdown of what we checked, the deductions that landed, the network hosts, the dependency advisories, and concrete fix guidance is available to verified publishers.

// improvement guidance — verified publishers only

We have 1 concrete improvement we can share with the publisher of this MCP. Each comes with specific guidance to raise the trust score.

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[![M8ven Score](https://m8ven.ai/badge/mcp/adilzhanb-mcp-sentiment-analysis-server-1fohqp)](https://m8ven.ai/mcp/adilzhanb-mcp-sentiment-analysis-server-1fohqp)

commit: aa62fa3364c1b3c3f281e3cf46402ccf1aa83fc2

code hash: 5d26fc0b1cb1cf42942787b36b96afe5c78129676071da476e8c805c8ea289b5

verified: 6/11/2026, 12:03:08 PM

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