diff --git a/cmd/cli/commands/launch.go b/cmd/cli/commands/launch.go
index 1570c31db..9df4aa5e2 100644
--- a/cmd/cli/commands/launch.go
+++ b/cmd/cli/commands/launch.go
@@ -48,7 +48,16 @@ var containerApps = map[string]containerApp{
 		envFn:           anythingllmEnv,
 		extraDockerArgs: []string{"-v", "anythingllm_storage:/app/server/storage"},
 	},
-	"openwebui": {defaultImage: "ghcr.io/open-webui/open-webui:latest", defaultHostPort: 3000, containerPort: 8080, envFn: openwebuiEnv},
+	"openwebui": {
+		defaultImage:    "ghcr.io/open-webui/open-webui:latest",
+		defaultHostPort: 3000,
+		containerPort:   8080,
+		envFn:           openwebuiEnv,
+	},
+	"llmfit": {
+		defaultImage: "ghcr.io/alexsjones/llmfit",
+		envFn:        llmfitEnv,
+	},
 }
 
 // hostApp describes a native CLI app launched on the host.
@@ -86,6 +95,7 @@ var appDescriptions = map[string]string{
 	"openclaw":    "Open Claw AI assistant",
 	"opencode":    "Open Code AI code editor",
 	"openwebui":   "Open WebUI for models",
+	"llmfit":      "Recommend models that run on your system",
 }
 
 func newLaunchCmd() *cobra.Command {
@@ -109,9 +119,11 @@ Supported apps: %s
 Examples:
   docker model launch
   docker model launch opencode
+	docker model launch llmfit
   docker model launch claude -- --help
   docker model launch openwebui --port 3000
-  docker model launch claude --config`, strings.Join(supportedApps, ", ")),
+  docker model launch claude --config
+  docker model launch llmfit -- recommend -n 5`, strings.Join(supportedApps, ", ")),
 		ValidArgs: supportedApps,
 		RunE: func(cmd *cobra.Command, args []string) error {
 			// No args - list supported apps
@@ -205,8 +217,10 @@ func printAppConfig(cmd *cobra.Command, app string, ep engineEndpoints, imageOve
 		}
 		cmd.Printf("Configuration for %s (container app):\n", app)
 		cmd.Printf("  Image:          %s\n", img)
-		cmd.Printf("  Container port: %d\n", ca.containerPort)
-		cmd.Printf("  Host port:      %d\n", hostPort)
+		if ca.containerPort > 0 {
+			cmd.Printf("  Container port: %d\n", ca.containerPort)
+			cmd.Printf("  Host port:      %d\n", hostPort)
+		}
 		if ca.envFn != nil {
 			cmd.Printf("  Environment:\n")
 			for _, e := range ca.envFn(ep.container) {
@@ -295,9 +309,13 @@ func launchContainerApp(cmd *cobra.Command, ca containerApp, baseURL string, ima
 	if detach {
 		dockerArgs = append(dockerArgs, "-d")
 	}
-	dockerArgs = append(dockerArgs,
-		"-p", fmt.Sprintf("%d:%d", hostPort, ca.containerPort),
-	)
+
+	if ca.containerPort > 0 {
+		dockerArgs = append(dockerArgs,
+			"-p", fmt.Sprintf("%d:%d", hostPort, ca.containerPort),
+		)
+	}
+
 	dockerArgs = append(dockerArgs, ca.extraDockerArgs...)
 	if ca.envFn == nil {
 		return fmt.Errorf("container app requires envFn to be set")
@@ -419,6 +437,12 @@ func anthropicEnv(baseURL string) []string {
 	}
 }
 
+func llmfitEnv(baseURL string) []string {
+	return []string{
+		"DOCKER_MODEL_RUNNER_HOST=" + baseURL,
+	}
+}
+
 // withEnv returns the current process environment extended with extra vars.
 func withEnv(extra ...string) []string {
 	return append(os.Environ(), extra...)
diff --git a/cmd/cli/commands/launch_test.go b/cmd/cli/commands/launch_test.go
index 069c2426e..fa65f11b0 100644
--- a/cmd/cli/commands/launch_test.go
+++ b/cmd/cli/commands/launch_test.go
@@ -549,6 +549,7 @@ func TestListSupportedApps(t *testing.T) {
 	require.Contains(t, output, "claude")
 	require.Contains(t, output, "opencode")
 	require.Contains(t, output, "openwebui")
+	require.Contains(t, output, "llmfit")
 }
 
 func TestOpenWebuiEnvIncludesWebuiAuth(t *testing.T) {
@@ -570,6 +571,8 @@ func TestPrintAppConfigContainerApp(t *testing.T) {
 	require.Contains(t, output, "Configuration for openwebui")
 	require.Contains(t, output, "container app")
 	require.Contains(t, output, "ghcr.io/open-webui/open-webui:latest")
+	require.Contains(t, output, "Container port")
+	require.Contains(t, output, "Host port")
 	require.Contains(t, output, "OPENAI_API_BASE")
 	require.Contains(t, output, "WEBUI_AUTH=false")
 }
@@ -588,6 +591,22 @@ func TestPrintAppConfigContainerAppOverrides(t *testing.T) {
 	require.Contains(t, output, "9999")
 }
 
+func TestPrintAppConfigContainerAppNoPorts(t *testing.T) {
+	buf := new(bytes.Buffer)
+	cmd := newTestCmd(buf)
+
+	ep := engineEndpoints{container: testBaseURL, host: testBaseURL}
+	err := printAppConfig(cmd, "llmfit", ep, "", 0)
+	require.NoError(t, err)
+	output := buf.String()
+	require.Contains(t, output, "Configuration for llmfit")
+	require.Contains(t, output, "container app")
+	require.Contains(t, output, "ghcr.io/alexsjones/llmfit")
+	require.Contains(t, output, "DOCKER_MODEL_RUNNER_HOST="+testBaseURL)
+	require.NotContains(t, output, "Container port")
+	require.NotContains(t, output, "Host port")
+}
+
 func TestPrintAppConfigHostApp(t *testing.T) {
 	buf := new(bytes.Buffer)
 	cmd := newTestCmd(buf)
@@ -611,3 +630,42 @@ func TestPrintAppConfigUnsupported(t *testing.T) {
 	require.Error(t, err)
 	require.Contains(t, err.Error(), "unsupported app")
 }
+
+func TestLaunchContainerAppNoPort(t *testing.T) {
+	ca := containerApp{
+		defaultImage: "ghcr.io/alexsjones/llmfit",
+		envFn:        llmfitEnv,
+	}
+	buf := new(bytes.Buffer)
+	cmd := newTestCmd(buf)
+
+	err := launchContainerApp(cmd, ca, testBaseURL, "", 0, false, nil, true)
+	require.NoError(t, err)
+
+	output := buf.String()
+	require.Contains(t, output, "Would run: docker")
+	require.Contains(t, output, "run --rm")
+	require.NotContains(t, output, "-p")
+	require.Contains(t, output, "DOCKER_MODEL_RUNNER_HOST="+testBaseURL)
+	require.Contains(t, output, "ghcr.io/alexsjones/llmfit")
+}
+
+func TestLaunchContainerAppNoPortWithArgs(t *testing.T) {
+	ca := containerApp{
+		defaultImage: "ghcr.io/alexsjones/llmfit",
+		envFn:        llmfitEnv,
+	}
+	buf := new(bytes.Buffer)
+	cmd := newTestCmd(buf)
+
+	err := launchContainerApp(cmd, ca, testBaseURL, "", 0, false, []string{"recommend", "-n", "3"}, true)
+	require.NoError(t, err)
+
+	output := buf.String()
+	require.Contains(t, output, "Would run: docker")
+	require.Contains(t, output, "run --rm")
+	require.NotContains(t, output, "-p")
+	require.Contains(t, output, "recommend -n 3")
+	require.Contains(t, output, "DOCKER_MODEL_RUNNER_HOST="+testBaseURL)
+	require.Contains(t, output, "ghcr.io/alexsjones/llmfit")
+}