The real catalog of tools for AI agents

Kubernetes RCA agent that sandboxes its own AI with OPA Gatekeeper. MCP-ready for any client.

Kubernetes kind token, manifest discarded

kube-linter audit for Kubernetes manifests — 63 checks: security, availability, RBAC, network.

MimiOps is an opinionated MCP server for Kubernetes

Read-only Kubernetes diagnostics: pods, logs, events, workloads, services, PVCs and nodes.

Kubernetes MCP server for diagnosis, resource management, GitOps, and RBAC-enforced operations.

Runs a command in a throwaway Kubernetes pod and returns exit code, output and artifacts.

A Model Context Protocol (MCP) server for Kubernetes and OpenShift

Kubernetes monitoring & ops for AI agents — safe-by-default access modes and guards.

Kubernetes Port Forward — MCP Server: port-forward Kubernetes services with terminal integration

Provides read access to your GKE and Kubernetes resources.

List Civo instances, Kubernetes clusters, networks and DNS; reboot instances, add rules.

Manage Kubernetes clusters, deployments, databases, secrets and observability on Mengi Cloud.

Troubleshoot Kubernetes agentically: natural-language cluster diagnosis via ask_kubently

Deploy containers on Kubernetes with x402 billing. 9 workload types and source builds.

Unified MCP server for Kubernetes, ArgoCD, Prometheus, PagerDuty, and Loki

Kubernetes port forwarding for local development with automatic /etc/hosts entries.

AI-powered development platform for Kubernetes deployments and intelligent automation

Manage AWS, Azure, GCP, Kubernetes, CI/CD, Docker, Terraform and more. 727 tools.

Causal root-cause analysis MCP server -- 56 tools across graphs, RCA models, PyRCA.