slop-cop

Detects and fixes LLM prose patterns in text, exposing tools for auditing and improving writing quality in MCP-compatible hosts.

→ 0ju1c3/slop-cop · 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.

🔐

You'll be asked for 1 credential: ANTHROPIC_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.

🔐 secretANTHROPIC_API_KEY— fix_slop and detect_slop_full call the Anthropic API and require . Add it to your MCP server env config:

// 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/0ju1c3-slop-cop-1q6613)](https://m8ven.ai/mcp/0ju1c3-slop-cop-1q6613)

commit: 19350f9dc0f55f9e78aa007dc0ed972657631c8e

code hash: 7558f112aff1dc66ae9e91e2962b13b5e207e50ac656c5c2083128ffe9120343

verified: 6/18/2026, 11:21:47 AM

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