ZBS Index What actually exists in applied AI, with the source next to it

mcp server

MinIO AIops

Governed MinIO ops: capacity RCA, bucket exposure audit, ILM gaps, healing, 31 tools.

Description as published by the maintainer. Source

  • version 0.7.0
  • active

active — Most recent push to the repository was 2026-08-03.

Signals

These are separate measurements of different things. They are deliberately not combined into one score, because a popularity number that mixes website traffic with saves and stars cannot be checked or acted on.

Signal Value What it measures Window Observed Source
GitHub stars 0 Number of GitHub accounts that bookmarked this repository since it was created. It is a bookmark count, not installs, not active users and not quality. cumulative, all time GitHub
Last commit 2026-08-03 Date of the most recent push to any branch. This is the strongest cheap indicator of whether the project is still maintained. point in time GitHub
Open issues 0 Open issues plus open pull requests, as GitHub counts them together. A high number can mean an active project or an abandoned one. as of fetch GitHub
Latest published version 0.7.0 Latest version string the maintainer published to the registry. as of fetch Model Context Protocol
Registry record last updated 2026-08-03 When the registry record was last updated by its maintainer. point in time Model Context Protocol
License MIT Licence GitHub detected in the repository. Detection can be wrong; the LICENSE file is authoritative. as of fetch GitHub
First listed in the MCP Registry 2026-08-03 Date this server was first published to the official MCP Registry. Not a usage or quality measure. point in time Model Context Protocol
repository status active The repository exists on GitHub and is not archived. This says nothing about how recently it was worked on. as of fetch GitHub

Where to get it

Also from aiops-tools

  • AI Guardian — last commit 2026-08-03
    Governed local-LLM (Ollama) observability: model policy, prompt scanner, 20 tools.
  • Ceph AIops — last commit 2026-08-03
    Governed Ceph mgr ops: HEALTH_WARN RCA, OSD/PG/pool/RBD/CephFS/RGW, 37 tools.
  • CICD AIops — last commit 2026-08-03
    Governed self-managed GitLab + Gitea CI/CD ops: pipelines, runners, artifacts, RCA. 28 tools.
  • Compliance AIops — last commit 2026-08-03
    Compliance evidence from AIops audit trails: HIPAA/PCI/SOC2/GDPR, hash-chain-sealed, 18 tools.
  • Container Host AIops — last commit 2026-08-03
    Governed Docker + Portainer container-host ops: reads, RCA analyses, guarded writes. 38 tools.
  • Endpoint AIops — last commit 2026-08-03
    Governed managed-endpoint ops — login-storm & drift analysis, 13 MCP tools with audit/budget/undo.
  • Fabric AIops — last commit 2026-08-03
    Governed Cisco Meraki fabric ops: uplink RCA, health score, drift; 34 tools with audit/undo.
  • Firewall AIops — last commit 2026-08-03
    Governed OPNsense + pfSense firewall ops: rules, NAT, VPN, DHCP, RCA. 35 tools.
  • Identity AIops — last commit 2026-08-03
    Governed Keycloak + authentik identity ops: users, events, clients, MFA, RCA. 29 tools.
  • Inference AIops — last commit 2026-08-03
    Governed GPU inference ops (vLLM + Ray Serve): latency RCA, scaling, drain, 39 tools.

Bring your own setup

We take apart real AI setups every week and show what broke, what cost too much, and what the trace actually said. If you run agents on real work, that is where the useful conversation is.

Join ZBS AI Practice Lab

Sources

  1. AIops-tools/MinIO-AIops on GitHub — GitHub, observed , trust tier 3.
  2. Official MCP Registry — Model Context Protocol, observed , trust tier 1.