ai-visibility-mcp

Track brand visibility across ChatGPT, Perplexity, Claude, and Gemini.

→ sharozdawa/ai-visibility · listed on glama

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// key findings

⚠️

Known vulnerabilities in dependencies: 1 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.

// 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/sharozdawa-ai-visibility-zd2u8e)](https://m8ven.ai/mcp/sharozdawa-ai-visibility-zd2u8e)

commit: ba0253d7bb017fd143e2a885bc499a63462824d6

code hash: 90c53c24ac583c707727554a0f8b74ded7cdb49bb577a961b84ba2b5e59869b3

verified: 4/18/2026, 3:50:02 PM

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