diff --git a/README.md b/README.md
index 4aabb55..ccbc452 100644
--- a/README.md
+++ b/README.md
@@ -8,7 +8,7 @@ A ComfyUI extension that tracks model usage frequency, helping you identify aban
 
 ## Features
 
-- **Automatic Tracking** - Monitors usage of all model types: checkpoints, LoRAs, VAEs, ControlNets, CLIP, UNETs, upscalers, and more
+- **Automatic Tracking** - Monitors usage of all model types: checkpoints, LoRAs, VAEs, ControlNets, CLIP, UNETs, upscalers, GGUF, and more
 - **Sidebar Panel** - View usage statistics directly in ComfyUI's sidebar
 - **Time Filtering** - View usage for all time, this month, or this week
 - **Smart Sorting** - Sort by last used, usage count, or name
@@ -52,6 +52,7 @@ Restart ComfyUI after installation.
 | Upscalers | UpscaleModelLoader |
 | Style Models | StyleModelLoader |
 | GLIGEN | GLIGENLoader |
+| GGUF | UnetLoaderGGUF, CLIPLoaderGGUF, DualCLIPLoaderGGUF, TripleCLIPLoaderGGUF, QuadrupleCLIPLoaderGGUF |
 
 Custom node loaders (Impact Pack, Efficiency Nodes, etc.) are also detected via pattern matching.
 
diff --git a/js/modelpulse.js b/js/modelpulse.js
index 4edca42..b0265cf 100644
--- a/js/modelpulse.js
+++ b/js/modelpulse.js
@@ -100,6 +100,7 @@ function getCategoryInfo(category) {
         upscaler: { name: "Upscalers", icon: "🔍" },
         style_model: { name: "Style Models", icon: "🎨" },
         gligen: { name: "GLIGEN", icon: "📐" },
+        gguf: { name: "GGUF", icon: "🗜️" },
     };
     return categories[category] || { name: category, icon: "📁" };
 }
diff --git a/py/model_types.py b/py/model_types.py
index cd105a3..097451a 100644
--- a/py/model_types.py
+++ b/py/model_types.py
@@ -36,6 +36,14 @@ MODEL_LOADERS: dict[str, tuple[str, str | list[str]]] = {
 
     # GLIGEN loaders
     "GLIGENLoader": ("gligen", "gligen_name"),
+
+    # GGUF loaders (ComfyUI-GGUF by city96)
+    "UnetLoaderGGUF": ("gguf", "unet_name"),
+    "UnetLoaderGGUFAdvanced": ("gguf", "unet_name"),
+    "CLIPLoaderGGUF": ("gguf", "clip_name"),
+    "DualCLIPLoaderGGUF": ("gguf", ["clip_name1", "clip_name2"]),
+    "TripleCLIPLoaderGGUF": ("gguf", ["clip_name1", "clip_name2", "clip_name3"]),
+    "QuadrupleCLIPLoaderGGUF": ("gguf", ["clip_name1", "clip_name2", "clip_name3", "clip_name4"]),
 }
 
 # Patterns for detecting custom node loaders (Impact Pack, Efficiency Nodes, etc.)
@@ -89,4 +97,8 @@ MODEL_CATEGORIES: dict[str, dict[str, str]] = {
         "name": "GLIGEN",
         "icon": "pi-th-large",
     },
+    "gguf": {
+        "name": "GGUF",
+        "icon": "pi-database",
+    },
 }