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diff --git a/mcp/mcp-image-gen/src/server.py b/mcp/mcp-image-gen/src/server.py
index 8451b7d..9920525 100644
--- a/mcp/mcp-image-gen/src/server.py
+++ b/mcp/mcp-image-gen/src/server.py
@@ -40,7 +40,9 @@ class ComfyUIClient:
 
     async def queue_prompt(self, workflow: dict) -> str:
         """Submit a workflow to ComfyUI and return the prompt_id."""
-        payload = {"prompt": workflow}
+        # Strip internal metadata keys (e.g. "_meta") — they are not ComfyUI nodes
+        clean_workflow = {k: v for k, v in workflow.items() if not k.startswith("_")}
+        payload = {"prompt": clean_workflow}
         async with httpx.AsyncClient(timeout=30.0) as client:
             resp = await client.post(f"{self.base_url}/api/prompt", json=payload)
             resp.raise_for_status()
@@ -115,7 +117,8 @@ def build_flux_workflow(
     wf["27"]["inputs"]["height"] = height
     wf["13"]["inputs"]["steps"] = steps
     wf["13"]["inputs"]["seed"] = actual_seed
-    wf["30"]["inputs"]["ckpt_name"] = model
+    # Node 32 = UNETLoader (flux1-schnell.safetensors is UNet-only, not all-in-one checkpoint)
+    wf["32"]["inputs"]["unet_name"] = model
 
     # Attach the actual seed as metadata so callers can retrieve it
     wf["_meta"] = {"actual_seed": actual_seed}
diff --git a/mcp/mcp-image-gen/src/workflows/flux_schnell.json b/mcp/mcp-image-gen/src/workflows/flux_schnell.json
index e809015..d06e6ef 100644
--- a/mcp/mcp-image-gen/src/workflows/flux_schnell.json
+++ b/mcp/mcp-image-gen/src/workflows/flux_schnell.json
@@ -2,7 +2,7 @@
   "6": {
     "class_type": "CLIPTextEncode",
     "inputs": {
-      "clip": ["30", 1],
+      "clip": ["30", 0],
       "text": "PROMPT_PLACEHOLDER"
     }
   },
@@ -10,7 +10,7 @@
     "class_type": "VAEDecode",
     "inputs": {
       "samples": ["13", 0],
-      "vae": ["30", 2]
+      "vae": ["31", 0]
     }
   },
   "9": {
@@ -26,7 +26,7 @@
       "cfg": 1.0,
       "denoise": 1.0,
       "latent_image": ["27", 0],
-      "model": ["30", 0],
+      "model": ["32", 0],
       "negative": ["33", 0],
       "positive": ["6", 0],
       "sampler_name": "euler",
@@ -44,15 +44,31 @@
     }
   },
   "30": {
-    "class_type": "CheckpointLoaderSimple",
+    "class_type": "DualCLIPLoader",
     "inputs": {
-      "ckpt_name": "flux1-schnell.safetensors"
+      "clip_name1": "t5xxl_fp8_e4m3fn.safetensors",
+      "clip_name2": "clip_l.safetensors",
+      "type": "flux",
+      "device": "default"
+    }
+  },
+  "31": {
+    "class_type": "VAELoader",
+    "inputs": {
+      "vae_name": "ae.safetensors"
+    }
+  },
+  "32": {
+    "class_type": "UNETLoader",
+    "inputs": {
+      "unet_name": "flux1-schnell.safetensors",
+      "weight_dtype": "fp8_e4m3fn"
     }
   },
   "33": {
     "class_type": "CLIPTextEncode",
     "inputs": {
-      "clip": ["30", 1],
+      "clip": ["30", 0],
       "text": "NEGATIVE_PLACEHOLDER"
     }
   }
diff --git a/mcp/mcp-image-gen/tests/test_server.py b/mcp/mcp-image-gen/tests/test_server.py
index 33c3626..2fd1785 100644
--- a/mcp/mcp-image-gen/tests/test_server.py
+++ b/mcp/mcp-image-gen/tests/test_server.py
@@ -44,7 +44,9 @@ def test_build_flux_workflow_structure():
     assert wf["9"]["class_type"] == "SaveImage"
     assert wf["13"]["class_type"] == "KSampler"
     assert wf["27"]["class_type"] == "EmptySD3LatentImage"
-    assert wf["30"]["class_type"] == "CheckpointLoaderSimple"
+    assert wf["30"]["class_type"] == "DualCLIPLoader"
+    assert wf["31"]["class_type"] == "VAELoader"
+    assert wf["32"]["class_type"] == "UNETLoader"
     assert wf["33"]["class_type"] == "CLIPTextEncode"
 
 
@@ -65,7 +67,7 @@ def test_build_flux_workflow_params_injected():
     assert wf["27"]["inputs"]["height"] == 768
     assert wf["13"]["inputs"]["steps"] == 8
     assert wf["13"]["inputs"]["seed"] == 12345
-    assert wf["30"]["inputs"]["ckpt_name"] == "sdxl.safetensors"
+    assert wf["32"]["inputs"]["unet_name"] == "sdxl.safetensors"
 
 
 def test_negative_prompt_included():