Governed GPU inference ops (vLLM + Ray Serve): latency RCA, scaling, drain, 39 tools.
Free
23 MCP servers
Works with ChatGPTBy AIops-tools
Governed Proxmox VE VM/container ops — 43 MCP tools with audit, budget, undo & risk-tier guards.
Free
Governed Keycloak + authentik identity ops: users, events, clients, MFA, RCA. 29 tools.
Free
Governed SolarWinds Orion + PRTG + Zabbix ops: SWQL, alert rollup, health, 42 tools.
Free
Governed TrueNAS SCALE storage ops — 25 MCP tools with audit, budget, undo guards.
Free
Governed MySQL/MariaDB DBA ops: slow-query, lock-wait, replication & fragmentation RCA; 35 tools.
Free
Governed Traefik + Caddy + HAProxy ops: routes, upstreams, certs, 5xx RCA. 28 tools.
Free
Governed redis + rabbitmq ops: memory/latency/backlog/churn RCA, policies. 28 tools.
Free
Governed self-managed GitLab + Gitea CI/CD ops: pipelines, runners, artifacts, RCA. 28 tools.
Free
Governed Docker + Portainer container-host ops: reads, RCA analyses, guarded writes. 38 tools.
Free
Governed Ceph mgr ops: HEALTH_WARN RCA, OSD/PG/pool/RBD/CephFS/RGW, 37 tools.
Free
Governed Cisco Meraki + ACI fabric ops: uplink RCA, ACI endpoint trace; 37 tools with audit/undo.
Free
Governed Nutanix Prism Central v4 ops: clusters/VMs/storage/DR/LCM/RCA, ETag-safe, 51 tools.
Free
Governed PostgreSQL DBA ops: slow-query RCA, bloat/vacuum & blocking-lock analysis; 35 MCP tools.
Free
Governed OPNsense + pfSense firewall ops: rules, NAT, VPN, DHCP, RCA. 35 tools.
Free
Governed Prometheus + Grafana ops: PromQL, alerts, dashboards, RCA; 39 tools.
Free
Governed Veeam Backup & Replication ops — 27 MCP tools with audit, budget, undo guards.
Free
Compliance evidence from AIops audit trails: HIPAA/PCI/SOC2/GDPR, OSCAL export, 19 tools.
Free
Governed Kubernetes ops — 55 MCP tools with audit, budget, undo, risk-tier audit labels.
Free
Governed MinIO ops: capacity RCA, exposure audit, ILM, WORM retention, IAM, healing, 48 tools.
Free
Governed network device ops (NAPALM) — 33 MCP tools with audit/undo.
Free