# MeshCentral: how AI models rank it, September 2026

IT AI Recommendation Index, September 2026 Edition. Named in 7 judge labels across 1 categories by 5 of 12 models. Page: https://it-ai-index.com/vendors/meshcentral/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Remote monitoring and management | 0% | 54 | 86% | 7 |

## And against it

- "Why to avoid: This is an open-source remote management tool ... heavily abused by threat actors" (DeepSeek V4 Flash, RMM)
- "If you use Tactical RMM or MeshCentral, you must harden it aggressively, restrict internet exposure, and enable MFA" (DeepSeek V4 Flash, RMM)
- "Not a full RMM – lacks built-in patch management, compliance automation, and MSP-grade workflows." (GLM 4.7 FlashX, RMM)
- "Tools like MeshAgent (whose source code leaked) are increasingly abused" (Kimi K2, RMM)

## Record

- Method: https://it-ai-index.com/methodology/
- Raw judge labels and full responses: https://it-ai-index.com/data/
- License: CC BY 4.0. Cite as IT AI Recommendation Index, September 2026 Edition, it-ai-index.com.