Other · Local MCP server

Inference AIops

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

What the MCP Registry states

The entry as published to the official MCP Registry (read 2026-10-04), latest version.

Registry name
io.github.AIops-tools/inference-aiops
Version
0.10.4
Status
Active
Category
other
Transport
stdio (local process)
Package
PyPI
Published
2026-09-16
Updated
2026-09-16
Publisher
AIops-tools (GitHub) · 26 servers with pages here
Repository
github.com/AIops-tools/Inference-AIops
Source
Registry API entry

Packages

RegistryPackageVersionTransportEnvironment variables
PyPIinference-aiops0.10.4stdioNone declared

How to connect Inference AIops

Inference AIops runs locally from a Python package published to PyPI: inference-aiops version 0.10.4. It speaks MCP over stdio, so the client starts it as a program and talks to it through standard input and output. It needs Python; clients usually start it with uvx (from uv) or after pip install — the usual command is uvx inference-aiops.

In the mcpServers JSON format that many desktop and editor MCP clients read, the entry looks like this (placeholders in angle brackets):

{
  "mcpServers": {
    "inference-aiops": {
      "command": "uvx",
      "args": [
        "inference-aiops"
      ]
    }
  }
}

Derived from the registry entry, not tested here. What the server does, and on what terms, is set by its publisher; check its repository or website before giving it access to your accounts or files. How to add an MCP server to an assistant · Before you connect

More from AIops-tools (GitHub)

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Compliance AIopsCompliance evidence from AIops audit trails: HIPAA/PCI/SOC2/GDPR, OSCAL export, 19 tools.Local · stdioPyPI: compliance-aiops
Container Host AIopsGoverned Docker + Portainer container-host ops: reads, RCA analyses, guarded writes. 38 tools.Local · stdioPyPI: container-host-aiops
Endpoint AIopsGoverned managed-endpoint ops — login-storm & drift analysis, 13 MCP tools with audit/budget/undo.Local · stdioPyPI: endpoint-aiops
Fabric AIopsGoverned Cisco Meraki + ACI fabric ops: uplink RCA, ACI endpoint trace; 37 tools with audit/undo.Local · stdioPyPI: fabric-aiops
Firewall AIopsGoverned OPNsense + pfSense firewall ops: rules, NAT, VPN, DHCP, RCA. 35 tools.Local · stdioPyPI: firewall-aiops
Identity AIopsGoverned Keycloak + authentik identity ops: users, events, clients, MFA, RCA. 29 tools.Local · stdioPyPI: identity-aiops
k8s AIopsGoverned Kubernetes ops — 55 MCP tools with audit, budget, undo, risk-tier audit labels.Local · stdioPyPI: k8s-aiops
MinIO AIopsGoverned MinIO ops: capacity RCA, exposure audit, ILM, WORM retention, IAM, healing, 48 tools.Local · stdioPyPI: minio-aiops
Monitoring AIopsGoverned SolarWinds Orion + PRTG + Zabbix ops: SWQL, alert rollup, health, 42 tools.Local · stdioPyPI: monitoring-aiops
MySQL AIopsGoverned MySQL/MariaDB DBA ops: slow-query, lock-wait, replication & fragmentation RCA; 35 tools.Local · stdioPyPI: mysql-aiops
Network AIopsGoverned network device ops (NAPALM) — 33 MCP tools with audit/undo.Local · stdioPyPI: network-aiops
Nutanix AIopsGoverned Nutanix Prism Central v4 ops: clusters/VMs/storage/DR/LCM/RCA, ETag-safe, 51 tools.Local · stdioPyPI: nutanix-aiops

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