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winston-ai-mcp

MCP server for Winston AI's detection tools, enabling AI content detection, plagiarism checking, image analysis, and text comparison.

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// key findings
4 tools verified — handlers match their declared behaviour
4 read-only tools verified — handlers contain no write/delete/exec
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: WINSTONAI_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.
🔐 secretWINSTONAI_API_KEYenv =your-api-key npx -y winston-ai-mcp
// 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/gowinston-ai-winston-ai-mcp-server-17w67f)](https://m8ven.ai/mcp/gowinston-ai-winston-ai-mcp-server-17w67f)
commit: 2146ef0d05932a875c5c7c3aaae4cdaf82a803d2
code hash: 4684200384caa6ca5653930f57c7190bb9d79812f74693cdd6c0b13135c1d8dd
verified: 6/11/2026, 10:49:10 AM
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