Servers by AIops-tools

Governed GPU inference ops (vLLM + Ray Serve): latency RCA, scaling, drain, 39 tools.

Governed Proxmox VE VM/container ops — 43 MCP tools with audit, budget, undo & risk-tier guards.

Governed TrueNAS SCALE storage ops — 25 MCP tools with audit, budget, undo guards.

Governed Traefik + Caddy + HAProxy ops: routes, upstreams, certs, 5xx RCA. 28 tools.

Governed redis + rabbitmq ops: memory/latency/backlog/churn RCA, policies. 28 tools.

Governed self-managed GitLab + Gitea CI/CD ops: pipelines, runners, artifacts, RCA. 28 tools.

Governed Docker + Portainer container-host ops: reads, RCA analyses, guarded writes. 38 tools.

Governed Ceph mgr ops: HEALTH_WARN RCA, OSD/PG/pool/RBD/CephFS/RGW, 37 tools.

Governed Cisco Meraki + ACI fabric ops: uplink RCA, ACI endpoint trace; 37 tools with audit/undo.

Governed Nutanix Prism Central v4 ops: clusters/VMs/storage/DR/LCM/RCA, ETag-safe, 51 tools.

Governed OPNsense + pfSense firewall ops: rules, NAT, VPN, DHCP, RCA. 35 tools.

Governed Kubernetes ops — 55 MCP tools with audit, budget, undo, risk-tier audit labels.

Governed MinIO ops: capacity RCA, exposure audit, ILM, WORM retention, IAM, healing, 48 tools.

Governed network device ops (NAPALM) — 33 MCP tools with audit/undo.

Governed XCP-ng ops via Xen Orchestra — 29 MCP tools with audit, budget, undo guards.