diff --git a/src/LanPaint/nodes.py b/src/LanPaint/nodes.py
index 5c70646..d888b60 100644
--- a/src/LanPaint/nodes.py
+++ b/src/LanPaint/nodes.py
@@ -312,7 +312,7 @@ class LanPaint_KSampler():
                 "denoise": ("FLOAT", {"default": 1.0, "min": 0.0, "max": 1.0, "step": 0.01, "tooltip": "The amount of denoising applied, lower values will maintain the structure of the initial image allowing for image to image sampling."}),
                 "LanPaint_NumSteps": ("INT", {"default": 5, "min": 0, "max": 100, "tooltip": "The number of steps for the Langevin dynamics, representing the turns of thinking per step."}),
                 "LanPaint_PromptMode": (["Image First", "Prompt First"], {"tooltip": "Image First: emphasis image quality, Prompt First: emphasis prompt following"}),
-                "LanPaint_Info": ("STRING", {"default": "LanPaint KSampler. For more info, visit https://github.com/scraed/LanPaint. If you find it useful, please give a star ⭐️!", "multiline": True}),
+                "LanPaint_Info": ("STRING", {"default": "LanPaint KSampler.", "tooltip": "For more info, visit https://github.com/scraed/LanPaint. If you find it useful, please give a star ⭐️!"}),
                 "Inpainting_mode": (["🖼️ Image Inpainting", "🎬 Video Inpainting"], {"default": "🖼️ Image Inpainting", "tooltip": "Choose Image mode for photos or Video mode for video frames with temporal consistency"}),
                   }
         }
@@ -371,7 +371,7 @@ class LanPaint_KSamplerAdvanced:
                 "LanPaint_Friction": ("FLOAT", {"default": 15, "min": 0., "max": 50.0, "step": 0.1, "round": 0.1, "tooltip": "The friction parameter for fast langevin, lower values result in faster convergence but may be unstable."}),
                 "LanPaint_PromptMode": (["Image First", "Prompt First"], {"tooltip": "Image First: emphasis image quality, Prompt First: emphasis prompt following"}),
                 "LanPaint_EarlyStop": ("INT", {"default": 1, "min": 0, "max": 10000, "tooltip": "The number of steps to stop the LanPaint early, useful for preventing the image from irregular patterns."}),
-                "LanPaint_Info": ("STRING", {"default": "LanPaint KSampler Adv. For more info, visit https://github.com/scraed/LanPaint. If you find it useful, please give a star ⭐️!", "multiline": True}),
+                "LanPaint_Info": ("STRING", {"default": "LanPaint KSampler Adv.", "tooltip": "For more info, visit https://github.com/scraed/LanPaint. If you find it useful, please give a star ⭐️!"}),
                 "Inpainting_mode": (["🖼️ Image Inpainting", "🎬 Video Inpainting"], {"default": "🖼️ Image Inpainting", "tooltip": "Choose Image mode for photos or Video mode for video frames with temporal consistency"}),
                 "LanPaint_InnerThreshold": ("FLOAT", {"default": 0.0, "min": 0.0, "max": 1.0, "step": 0.0001, "round": 0.0001, "tooltip": "Early stop threshold for Langevin iterations based on semantic distance. 0.0 to disable. (Contributed by godnight10061)"}),
                 "LanPaint_InnerPatience": ("INT", {"default": 1, "min": 1, "max": 100, "tooltip": "Number of consecutive steps below threshold required to stop. (Contributed by godnight10061)"}),
@@ -503,7 +503,7 @@ class LanPaint_SamplerCustom:
                      "latent_image": ("LATENT",),
                      "LanPaint_NumSteps": ("INT", {"default": 5, "min": 0, "max": 100, "tooltip": "Number of steps for Langevin dynamics, representing turns of thinking per step."}),
                      "LanPaint_PromptMode": (["Image First", "Prompt First"], {"tooltip": "Image First: prioritizes image quality; Prompt First: prioritizes prompt adherence."}),
-                     "LanPaint_Info": ("STRING", {"default": "LanPaint Custom Sampler. For more info, visit https://github.com/scraed/LanPaint. If you find it useful, please give a star ⭐️!", "multiline": True}),
+                     "LanPaint_Info": ("STRING", {"default": "LanPaint Custom Sampler.", "tooltip": "For more info, visit https://github.com/scraed/LanPaint. If you find it useful, please give a star ⭐️!"}),
                       }
                }
 
@@ -571,7 +571,7 @@ class LanPaint_SamplerCustomAdvanced:
                      "LanPaint_Friction": ("FLOAT", {"default": 15.0, "min": 0.0, "max": 50.0, "step": 0.1, "tooltip": "Friction parameter for fast Langevin. Lower values speed convergence but may be unstable."}),
                      "LanPaint_PromptMode": (["Image First", "Prompt First"], {"tooltip": "Image First: prioritizes image quality; Prompt First: prioritizes prompt adherence."}),
                      "LanPaint_EarlyStop": ("INT", {"default": 1, "min": 0, "max": 10000, "tooltip": "Steps to stop LanPaint early, preventing irregular patterns."}),
-                     "LanPaint_Info": ("STRING", {"default": "LanPaint Custom Sampler Adv. For more info, visit https://github.com/scraed/LanPaint. If you find it useful, please give a star ⭐️!", "multiline": True}),
+                     "LanPaint_Info": ("STRING", {"default": "LanPaint Custom Sampler Adv.", "tooltip": "For more info, visit https://github.com/scraed/LanPaint. If you find it useful, please give a star ⭐️!"}),
                      "LanPaint_InnerThreshold": ("FLOAT", {"default": 0.0, "min": 0.0, "max": 1.0, "step": 0.0001, "round": 0.0001, "tooltip": "Early stop threshold for Langevin iterations based on semantic distance. 0.0 to disable. (Contributed by godnight10061)"}),
                      "LanPaint_InnerPatience": ("INT", {"default": 1, "min": 1, "max": 100, "tooltip": "Number of consecutive steps below threshold required to stop. (Contributed by godnight10061)"}),
                     }
diff --git a/web/lanpaint_info.js b/web/lanpaint_info.js
new file mode 100644
index 0000000..99c806e
--- /dev/null
+++ b/web/lanpaint_info.js
@@ -0,0 +1,39 @@
+import { app } from "../../scripts/app.js";
+
+const LANPAINT_GITHUB_URL = "https://github.com/scraed/LanPaint";
+
+const TARGET_NODES = new Set([
+    "LanPaint_KSampler",
+    "LanPaint_KSamplerAdvanced",
+    "LanPaint_SamplerCustom",
+    "LanPaint_SamplerCustomAdvanced",
+]);
+
+app.registerExtension({
+    name: "LanPaint.InfoLink",
+    async nodeCreated(node) {
+        if (!node?.comfyClass || !TARGET_NODES.has(node.comfyClass)) {
+            return;
+        }
+
+        const alreadyAdded = node.widgets?.some(
+            (widget) => widget.name === "lanpaint_star_button"
+        );
+        if (alreadyAdded) {
+            return;
+        }
+
+        node.addWidget(
+            "button",
+            "More Info, Bug Report, Star on GitHub ⭐",
+            "lanpaint_star_button",
+            () => {
+                window.open(
+                    LANPAINT_GITHUB_URL,
+                    "_blank",
+                    "noopener,noreferrer"
+                );
+            }
+        );
+    },
+});