25 servers published under aiops-tools. 0 answered our last handshake, 0 did not, and between them they expose 0 tools.
25 servers 0 answering 0 not responding 22 406 installs/wk
Governed TrueNAS SCALE storage ops — 25 MCP tools with audit, budget, undo guards.
Governed Proxmox VE VM/container ops — 43 MCP tools with audit, budget, undo & risk-tier guards.
Governed Ceph mgr ops: HEALTH_WARN RCA, OSD/PG/pool/RBD/CephFS/RGW, 37 tools.
Governed Kubernetes ops — 55 MCP tools with audit, budget, undo, risk-tier audit labels.
Governed self-managed GitLab + Gitea CI/CD ops: pipelines, runners, artifacts, RCA. 28 tools.
Governed Cisco Meraki fabric ops: uplink RCA, health score, drift; 34 tools with audit/undo.
Governed local-LLM (Ollama) observability: model policy, prompt scanner, 20 tools.
Governed managed-endpoint ops — login-storm & drift analysis, 13 MCP tools with audit/budget/undo.
Governed Docker + Portainer container-host ops: reads, RCA analyses, guarded writes. 38 tools.
Governed Keycloak + authentik identity ops: users, events, clients, MFA, RCA. 29 tools.
Governed OPNsense + pfSense firewall ops: rules, NAT, VPN, DHCP, RCA. 35 tools.
Compliance evidence from AIops audit trails: HIPAA/PCI/SOC2/GDPR, hash-chain-sealed, 18 tools.
Governed network device ops (NAPALM) — 33 MCP tools with audit/undo.
Governed SolarWinds Orion + PRTG + Zabbix ops: SWQL, alert rollup, health, 42 tools.
Governed Nutanix Prism Central v4 ops: clusters/VMs/storage/DR/LCM/RCA, ETag-safe, 51 tools.
Governed GPU inference ops (vLLM + Ray Serve): latency RCA, scaling, drain, 39 tools.
Governed MinIO ops: capacity RCA, bucket exposure audit, ILM gaps, healing, 31 tools.
Governed Prometheus + Grafana ops: PromQL, alerts, dashboards, RCA; 39 tools.
Governed Veeam Backup & Replication ops — 25 MCP tools with audit, budget, undo guards.
Governed MySQL/MariaDB DBA ops: slow-query, lock-wait, replication & fragmentation RCA; 35 tools.
Governed PostgreSQL DBA ops: slow-query RCA, bloat/vacuum & blocking-lock analysis; 35 MCP tools.
Governed redis + rabbitmq ops: memory/latency/backlog/churn RCA, policies. 28 tools.
Governed XCP-ng ops via Xen Orchestra — 29 MCP tools with audit, budget, undo guards.
Governed Traefik + Caddy + HAProxy ops: routes, upstreams, certs, 5xx RCA. 28 tools.
Governed OT tap (57 tools): OPC-UA/Modbus/S7/MC/MTConnect/MQTT/EtherNet-IP/EtherCAT.