Review Analysis MCP Server

Item: Review Analysis MCP Server
Rating: 67
Author: M8ven

A local, privacy-friendly pipeline for analyzing customer reviews using Ollama for sentiment analysis and issue clustering.

→ ChandanRocky/mcp · 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.

// required environment variables

This server reads these from process.env. You'll be asked to provide them before it can run.

configOLLAMA_MODEL— llama3.1 Which Ollama model to use.

configOLLAMA_HOST— (library default) Ollama server URL, e.g. http://localhost:11434.

configREVIEW_STORE_PATH— data/store.json Where shared state is persisted.

// 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 6 concrete improvements we can share with the publisher of this MCP. Each comes with specific guidance to raise the trust score.

// embed badge in your README

[![M8ven Score](https://m8ven.ai/badge/mcp/chandanrocky-mcp-t4v2yv)](https://m8ven.ai/mcp/chandanrocky-mcp-t4v2yv)

commit: 0cc899bf9ec4951715ce772b3098c02215b471ca

code hash: 6b147fc883a3153b5567a3bff8831e42505c47d13ef92378e3564118fc974799

verified: 7/25/2026, 8:32:31 AM

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