MCP Tool Ecosystem

Deep Coverage.
Efficient Context by Design.

Each toolset is loaded on-demand, not all at once. The agent starts lean and requests only the schemas it needs for your specific query.

Kubernetes

Orchestration
default context

Discovery, logs, exec, apply, diff

  • Discover resources across namespaces
  • Stream pod logs and exec into containers
  • Drain and cordon nodes safely
  • Preview changes with diff before apply
Read: Auto
Write: Human Approval

Helm

Package Management
load on-demand

Search, install, upgrade, rollback

  • Install charts with custom values
  • Upgrade releases with dry-run preview
  • Roll back to any previous revision
  • Manage chart repositories
Read: Auto
Write: Dry-run + Diff

Argo Rollouts

Progressive Delivery
load on-demand

Pause, resume, promote, abort

  • Run canary and blue-green deployments
  • Promote or abort with human gate
  • Monitor analysis runs and experiments
  • Track full rollout history and status
Read: Auto
Write: Human Gate

Jenkins

CI/CD
load on-demand

Jobs, builds, logs, SCM, identity

  • Manage and trigger build jobs
  • Stream build logs in real time
  • Inspect SCM configurations
  • Authenticate via Kubernetes Secrets
Read: Auto
Write: Secure Auth + CSRF
On-Demand Toolset Loading

The agent starts with Kubernetes read-only schemas in context. It calls load_toolset to add Helm, Argo, or Jenkins only when your query needs them. Deep coverage without bloating every turn with unused schemas.

On the Roadmap

AWS
GCP
Azure
GitHub Actions
GitLab CI

Same typed, sandboxed pattern. All open source.

Missing a tool? Suggest or contribute on GitHub

Install and Run Your First Operation

Install Skyflo on your cluster and run your first operation today.

terminal
$curl -fsSL https://skyflo.ai/install.sh | bash