Starling MCP · v0.1

One MCP server. Every bird in your ops mews.

Starling unifies manifest scanning (Shrikeops), live cluster intelligence (SteadyHelm), and remediation into a single MCP server your AI agents can reason over. Self-hosted, read-only by default, RBAC-gated.

scan.*12 tools

Manifest + Helm + Terraform scan via Shrikeops — CVE, RBAC, CIS, Pod Security.

cluster.*15 tools

Live pods, events, HPA, node metrics — SteadyHelm MCP over client-go.

fix.*Phase 2

Apply patch, bump module, Helm upgrade — read-write mode, RBAC-gated.

Try it: scan a manifest

Paste any Kubernetes YAML. Shrikeops grades it A–F across security, reliability, API stability, and lint.

deployment.yaml

Scan report

Paste a manifest on the left and click Run scan.

Wire it to your agent

Point Claude Desktop, Cursor, or your custom agent at the Starling MCP endpoint.

Install the CLI

All platforms

brew tap warbletech/tap
brew install starling

starling cluster --mode=readonly --transport=stdio

Linux / Windows / Go / Docker → warblecloud.com/install

claude_desktop_config.json

{
  "mcpServers": {
    "starling": {
      "command": "starling",
      "args": [
        "cluster",
        "--mode=readonly",
        "--transport=stdio"
      ]
    }
  }
}

IDE setup guide

Claude Desktop · Claude Code · Cursor · Windsurf · VS Code. Copy-paste configs, validated.

Install the Starling CLI

macOS · Linux · Windows · Go · Docker. With validation steps.

Cloud-hosted MCP lives at https://ops-mcp.warblecloud.com/mcp — pay-as-you-go credits from $1. Enterprise? Talk to us.