diff --git a/cli/cmd/completion.go b/cli/cmd/completion.go
new file mode 100644
index 000000000..fa31eb2d9
--- /dev/null
+++ b/cli/cmd/completion.go
@@ -0,0 +1,77 @@
+package cmd
+
+import (
+	"fmt"
+	"os"
+
+	"github.com/spf13/cobra"
+)
+
+func (r *runners) InitCompletionCommand(parent *cobra.Command) *cobra.Command {
+	cmd := &cobra.Command{
+		Use:   "completion [bash|zsh|fish|powershell]",
+		Short: "Generate completion script",
+		Long: fmt.Sprintf(`To load completions:
+
+	Bash:
+
+	  $ source <(%[1]s completion bash)
+
+	  # To load completions for each session, execute once:
+	  # Linux:
+	  $ %[1]s completion bash > /etc/bash_completion.d/%[1]s
+	  # macOS:
+	  $ %[1]s completion bash > $(brew --prefix)/etc/bash_completion.d/%[1]s
+
+	Zsh:
+
+	  # If shell completion is not already enabled in your environment,
+	  # you will need to enable it.  You can execute the following once:
+
+	  $ echo "autoload -U compinit; compinit" >> ~/.zshrc
+
+	  # To load completions for each session, execute once:
+	  $ %[1]s completion zsh > "${fpath[1]}/_%[1]s"
+
+	  # You will need to start a new shell for this setup to take effect.
+
+	fish:
+
+	  $ %[1]s completion fish | source
+
+	  # To load completions for each session, execute once:
+	  $ %[1]s completion fish > ~/.config/fish/completions/%[1]s.fish
+
+	PowerShell:
+
+	  PS> %[1]s completion powershell | Out-String | Invoke-Expression
+
+	  # To load completions for every new session, run:
+	  PS> %[1]s completion powershell > %[1]s.ps1
+	  # and source this file from your PowerShell profile.
+	`, parent.Name()),
+		DisableFlagsInUseLine: true,
+		ValidArgs:             []string{"bash", "zsh", "fish", "powershell"},
+		Args:                  cobra.MatchAll(cobra.ExactArgs(1), cobra.OnlyValidArgs),
+		Run: func(cmd *cobra.Command, args []string) {
+			switch args[0] {
+			case "bash":
+				cmd.Root().GenBashCompletion(os.Stdout)
+			case "zsh":
+				zshHead := fmt.Sprintf("#compdef %[1]s\ncompdef _%[1]s %[1]s\n", cmd.Root().Name())
+				os.Stdout.Write([]byte(zshHead))
+				cmd.Root().GenZshCompletion(os.Stdout)
+			case "fish":
+				cmd.Root().GenFishCompletion(os.Stdout, true)
+			case "powershell":
+				cmd.Root().GenPowerShellCompletionWithDesc(os.Stdout)
+			}
+		},
+	}
+	parent.AddCommand(cmd)
+
+	var tmp bool
+	cmd.Flags().BoolVar(&tmp, "active", false, "Only show active collectors")
+
+	return cmd
+}
diff --git a/cli/cmd/root.go b/cli/cmd/root.go
index bb63e43fb..4570bedb6 100644
--- a/cli/cmd/root.go
+++ b/cli/cmd/root.go
@@ -212,6 +212,8 @@ func Execute(rootCmd *cobra.Command, stdin io.Reader, stdout io.Writer, stderr i
 	runCmds.InitRegistryAddQuay(registryAddCmd)
 	runCmds.InitRegistryAddOther(registryAddCmd)
 
+	runCmds.InitCompletionCommand(runCmds.rootCmd)
+
 	runCmds.rootCmd.SetUsageTemplate(rootCmdUsageTmpl)
 
 	preRunSetupAPIs := func(_ *cobra.Command, _ []string) error {