Mugato vs NetBrain
Mugato
mugato.com
NetBrain
netbrain.comSide by side
| Figure | Mugato | NetBrain |
|---|---|---|
| Price from | — | — |
| Free plan | — | — |
| Free trial | — | Yes |
| Open source | — | — |
| Web | Yes | Yes |
| Windows | Yes | Yes |
| Linux | Yes | Yes |
| API | Yes | Yes |
| Self-hosted | Yes | Yes |
| Plans published | 1 | 1 |
| Spec score · Application Dependency Mapping Software | 7.5 (#18) | 8.4 (#8) |
| Founded | 2019 | 2004 |
| Headquarters | Copenhagen, Denmark | Burlington, Massachusetts, USA |
| Integrations | Mugato populates CMDBs such as ServiceNow and Halo ITSM, and integrates with LeanIX, Power BI and systems that read SQL. | NetBrain supports MCP connections with external AI, observability, APM, and ITSM systems, and names Claude, GPT-4, Gemini, Splunk, ThousandEyes, BMC, ServiceNow, and Jira. |
| Product | Mugato is an agentless IT infrastructure discovery and service dependency mapping platform that keeps a historical map of servers, applications, processes and dependencies. | NetBrain is an Agentic NetOps platform that pairs an AI agent team with network engineers and grounds agent decisions in live network context. |
Plans
In their own words
NetBrain
NetBrain is an agentic network-operations platform for teams managing complex, multi-vendor networks. It uses live network context to help diagnose issues, assess risk, and manage changes across physical, virtual, cloud, and software-defined infrastructure. Its model includes device configuration, utilization, software versions, and topology; it maps Layer 2, Layer 3, overlay, and underlay networks and calculates paths across datacenter, WAN, and cloud. Named agents include Deep Diagnosis for root-cause analysis, Assessment for network checks, Change for governed runbooks, and Companion for everyday needs. NetBrain says agents read before writing and require user approval before execution. Runbook and intent-based automation support network operations. Connections include MCP, REST APIs, and webhooks, with named integrations such as ServiceNow, BigPanda, Dynatrace, Copilot, Gemini, and Claude. Its documentation describes role-based authentication, external authentication, password controls, and audit logs. The platform offers hybrid deployment and a time-limited trial license, but pricing is on request. NetBrain says it is not designed as a network-wide 24×7 monitoring solution and complements monitoring products.