mcp-ai-detection

Item: mcp-ai-detection
Rating: 71
Author: M8ven

Enables multi-tier AI-detection screening on academic papers by extracting text from .tex and .docx files, splitting into standard sections, and running a pipeline of statistical and LLM-based analysis.

→ carminelau/mcp-ai-detection · listed on glama

Is this your MCP?

Claim it to get a verified publisher badge, a free copy of our full audit findings, and direct contact for any high-priority issues we find.

Install from

Glama

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

// 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.

configLOCAL_LLM_MODEL— "": "gemma4:e4b"

configOLLAMA_HOST

configOLLAMA_KEEP_ALIVE

configDETECTGPT_CMD

configFAST_DETECTGPT_CMD

configNPR_CMD

configPANDOC_PATH

// 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 4 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/carminelau-mcp-ai-detection-1p0rwm)](https://m8ven.ai/mcp/carminelau-mcp-ai-detection-1p0rwm)

commit: 1c01cd147c0a3d69e181809fc503a12e8efbe2d1

code hash: 0ee5367790e3f87e94282019f184342c43c6182fb3c5c003c421fbe6b1427b87

verified: 6/18/2026, 10:37:14 AM

view raw JSON →