Instagram Engagement

Enables detailed Instagram interaction analysis by processing comments, user profiles, and post metrics to extract demographic insights and identify potential marketing leads through a private API integration.

→ bob-lance/instagram-engagement-mcp· npm: instagram-engagement-mcp· 7.7K installs· listed on pulsemcp

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// key findings

⚠️

Known vulnerabilities in dependencies: 14 high

Affects packages this MCP installs at runtime. Upgrade or remove the affected dependency.

✅

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 1 credential: INSTAGRAM_PASSWORD

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.

🔐 secretINSTAGRAM_PASSWORD— "": "your_instagram_password"

configINSTAGRAM_USERNAME— "": "your_instagram_username",

// 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 4 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/instagram-engagement-mcp-1ulhr3)](https://m8ven.ai/mcp/instagram-engagement-mcp-1ulhr3)

commit: 0e0b5c3dbf2904093f630a88491a0d800387ee27

code hash: f05d5d6414131f75e3407d0b9f2c44ff829f7b1bc38d2c51095b05766b172256

verified: 6/14/2026, 11:21:58 AM

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