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glama

visibilityradar-mcp

Enables AI visibility analysis for brands, providing scores, sentiment, competitor comparison, and recommendations across multiple AI models like Claude and GPT-4o.

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// key findings
🚨
Secret credentials may flow to a network call
2 flows detected: VR_API_KEY. We can’t prove the destination matches the brand the credential belongs to.
⚠️
Known vulnerabilities in dependencies: 2 high
Affects packages this MCP installs at runtime. Upgrade or remove the affected dependency.
🔐
You'll be asked for 1 credential: VR_API_KEY
These are read from process.env at runtime. Make sure you trust where they’ll be sent.
// known CVEs in dependencies2 high

Disclosed vulnerabilities in this server's declared npm dependencies (via OSV). Whether each is reachable depends on the installed versions.

high@modelcontextprotocol/sdk@1.0.0GHSA-8r9q-7v3j-jr4g

Anthropic's MCP TypeScript SDK has a ReDoS vulnerability

high@modelcontextprotocol/sdk@1.0.0GHSA-w48q-cv73-mx4w

Model Context Protocol (MCP) TypeScript SDK does not enable DNS rebinding protection by default

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// required environment variables
This server reads these from process.env. You'll be asked to provide them before it can run.
🔐 secretVR_API_KEY"": "vr_your_api_key_here"
// 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 5 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/sarefe12-sudo-visibilityradar-mcp-150879)](https://m8ven.ai/mcp/sarefe12-sudo-visibilityradar-mcp-150879)
commit: f9097fbb732067719f5c5cc016568f6605bec7bc
code hash: 2d5d1129003a4fc1ebb8de33b87182add3f11a6c6db6d6be00695d340bfde3c4
verified: 6/30/2026, 9:48:46 AM
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