diff --git a/manifest.json b/manifest.json
index 259f2f0..77c033a 100644
--- a/manifest.json
+++ b/manifest.json
@@ -57,6 +57,14 @@
             "js": [
                 "src/content/tags.js"
             ]
+        },
+        {
+            "matches": [
+                "*://*.furbooru.org/images/*"
+            ],
+            "js": [
+                "src/content/tags-editor.js"
+            ]
         }
     ],
     "action": {
diff --git a/src/content/tags-editor.js b/src/content/tags-editor.js
new file mode 100644
index 0000000..0810d19
--- /dev/null
+++ b/src/content/tags-editor.js
@@ -0,0 +1,7 @@
+import {initializeTagForm} from "$lib/components/TagsForm.js";
+
+const tagsEditorContainer = document.querySelector('#tags-form');
+
+if (tagsEditorContainer) {
+  initializeTagForm(tagsEditorContainer);
+}
diff --git a/src/lib/components/TagsForm.js b/src/lib/components/TagsForm.js
new file mode 100644
index 0000000..435b1de
--- /dev/null
+++ b/src/lib/components/TagsForm.js
@@ -0,0 +1,70 @@
+import {BaseComponent} from "$lib/components/base/BaseComponent.js";
+
+class TagsForm extends BaseComponent {
+  /**
+   * Button to edit tags for the image.
+   * @type {HTMLElement|null}
+   */
+  #editTagButton;
+
+  build() {
+    this.#editTagButton = document.querySelector('#edit-tags');
+  }
+
+  init() {
+    if (this.#editTagButton) {
+      this.#editTagButton.addEventListener('click', this.#onEditClicked.bind(this));
+    }
+  }
+
+  #onEditClicked() {
+    this.#refreshTagColors();
+  }
+
+  /**
+   * Collect all the tag categories available on the page and color the tags in the editor according to them.
+   */
+  #refreshTagColors() {
+    const tagCategories = this.#gatherTagCategories();
+    const editableTags = this.container.querySelectorAll('.tag');
+
+    for (let tagElement of editableTags) {
+      // Tag name is stored in the "remove" link and not in the tag itself.
+      const removeLink = tagElement.querySelector('a');
+
+      if (!removeLink) {
+        continue;
+      }
+
+      const tagName = removeLink.dataset.tagName;
+
+      if (!tagCategories.has(tagName)) {
+        continue;
+      }
+
+      const categoryName = tagCategories.get(tagName);
+
+      tagElement.dataset.tagCategory = categoryName;
+      tagElement.setAttribute('data-tag-category', categoryName);
+    }
+  }
+
+  /**
+   * Collect list of categories from the tags on the page.
+   * @return {Map<string, string>}
+   */
+  #gatherTagCategories() {
+    /** @type {Map<string, string>} */
+    const tagCategories = new Map();
+
+    for (let tagElement of document.querySelectorAll('.tag[data-tag-name][data-tag-category]')) {
+      tagCategories.set(tagElement.dataset.tagName, tagElement.dataset.tagCategory);
+    }
+
+    return tagCategories;
+  }
+}
+
+export function initializeTagForm(container) {
+  new TagsForm(container).initialize();
+}