Survey Insight MCP Server

Item: Survey Insight MCP Server
Rating: 73
Author: M8ven

Analyzes survey comments from CSV files using morphological analysis and AI to generate interactive HTML dashboards with word clouds, keyword rankings, and actionable insights in Japanese or English.

→ sinjorjob/survey-insight-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.

✅

Open source with a license and README

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

🔐

You'll be asked for 2 credentials: LLM_API_KEY, ANTHROPIC_API_KEY

These are read from process.env at runtime. Make sure you trust where they’ll be sent.

// required environment variables

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

configLLM_PROVIDER— e =anthropic \

🔐 secretLLM_API_KEY— e =sk-ant-api03-your_key_here \

🔐 secretANTHROPIC_API_KEY

configLLM_MODEL— e =claude-3-5-sonnet-20241022 -- \

configCLAUDE_MODEL

configUSE_CLAUDE_CODE_SUBSCRIPTION— e =true -- \

// 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 3 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/sinjorjob-survey-insight-mcp-5emn7l)](https://m8ven.ai/mcp/sinjorjob-survey-insight-mcp-5emn7l)

commit: 9bd6a3e68fb5b6fd51e28bd16ae7ceb71b05ff79

code hash: 14be5c860538142fb36d547b7c6aa396e63ccbe8099583a5546e28d72514f263

verified: 7/9/2026, 10:20:56 AM

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