Inference AIops runs on your own machine — the client starts it, so there is no endpoint to ping. 240 installs a week from pypi. Last commit 17 Sep 2026.
Governed GPU inference ops (vLLM + Ray Serve): latency RCA, scaling, drain, 39 tools.
Today is the operative word: we check Inference AIops every 15 minutes and re-read its code on every release. Watch it and you find out the day that stops being true.
This server runs on your own machine — install it with the package manager and the client starts it for you. Package name taken from the official registry entry.
claude mcp add inference-aiops -- uvx inference-aiops
{
"mcpServers": {
"inference-aiops": {
"args": [
"inference-aiops"
],
"command": "uvx"
}
}
}
[mcp_servers.inference-aiops]
command = "uvx"
args = ["inference-aiops"]
{
"mcpServers": {
"inference-aiops": {
"args": [
"inference-aiops"
],
"command": "uvx"
}
}
}
{
"mcpServers": {
"inference-aiops": {
"args": [
"inference-aiops"
],
"command": "uvx"
}
}
}
Governed redis + rabbitmq ops: memory/latency/backlog/churn RCA, policies. 28 tools.
Governed Prometheus + Grafana ops: PromQL, alerts, dashboards, RCA; 39 tools.
Governed OPNsense + pfSense firewall ops: rules, NAT, VPN, DHCP, RCA. 35 tools.
Governed MinIO ops: capacity RCA, exposure audit, ILM, WORM retention, IAM, healing, 48 tools.
Governed PostgreSQL DBA ops: slow-query RCA, bloat/vacuum & blocking-lock analysis; 35 MCP tools.
Governed Cisco Meraki fabric ops: uplink RCA, health score, drift; 34 tools with audit/undo.
Governed Ceph mgr ops: HEALTH_WARN RCA, OSD/PG/pool/RBD/CephFS/RGW, 37 tools.
Governed Nutanix Prism Central v4 ops: clusters/VMs/storage/DR/LCM/RCA, ETag-safe, 51 tools.
Answers built from our own checks of this server.