Winston Ai Mcp

AI detector MCP server with industry leading accuracy rates in detecting use of AI in text and images. The Winston AI MCP server also offers a robust plagiarism checker to help maintain integrity.

→ gowinston-ai/winston-ai-mcp-server · listed on mcp_so

Install from

mcp.so

M8ven verifies MCPs across every public registry — install directly from whichever one you prefer.

// 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_KEY— env =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 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/gowinston-ai-winston-ai-mcp-server-z08joe)](https://m8ven.ai/mcp/gowinston-ai-winston-ai-mcp-server-z08joe)

commit: 14820f7df1f023195aceb9694ee0796eff900cfb

code hash: 4684200384caa6ca5653930f57c7190bb9d79812f74693cdd6c0b13135c1d8dd

verified: 4/18/2026, 5:56:59 PM

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