ai-visibility-mcp

Item: ai-visibility-mcp
Rating: 41
Author: M8ven

Enables AI agents to check whether AI assistants recommend a brand and audit a site's AI-agent readiness, providing visibility scores and specific gaps.

→ rccola990-cloud/ai-visibility-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.

// required environment variables

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

configAI_VISIBILITY_URL

// 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 2 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/rccola990-cloud-ai-visibility-mcp-yqxrnw)](https://m8ven.ai/mcp/rccola990-cloud-ai-visibility-mcp-yqxrnw)

commit: 83e2ecb7f59f0913e776f20cd144009a75c0c767

code hash: 6b2757159a882abbb9c7343580da4c5f3dd52aebe125013e6782aaf3b2c495d9

verified: 6/10/2026, 10:32:21 AM

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