diff --git a/src/actions/TagOrderActions.js b/src/actions/TagOrderActions.js
index dd4df6a9d40..3504adb09b7 100644
--- a/src/actions/TagOrderActions.js
+++ b/src/actions/TagOrderActions.js
@@ -56,4 +56,51 @@ TagOrderActions.moveTag = function(matrixClient, tag, destinationIx) {
     });
 };
 
+/**
+ * Creates an action thunk that will do an asynchronous request to
+ * label a tag as removed in im.vector.web.tag_ordering account data.
+ *
+ * The reason this is implemented with new state `removedTags` is that
+ * we incrementally and initially populate `tags` with groups that
+ * have been joined. If we remove a group from `tags`, it will just
+ * get added (as it looks like a group we've recently joined).
+ *
+ * NB: If we ever support adding of tags (which is planned), we should
+ * take special care to remove the tag from `removedTags` when we add
+ * it.
+ *
+ * @param {MatrixClient} matrixClient the matrix client to set the
+ *                                    account data on.
+ * @param {string} tag the tag to remove.
+ * @returns {function} an action thunk that will dispatch actions
+ *                     indicating the status of the request.
+ * @see asyncAction
+ */
+TagOrderActions.removeTag = function(matrixClient, tag) {
+    // Don't change tags, just removedTags
+    const tags = TagOrderStore.getOrderedTags();
+    const removedTags = TagOrderStore.getRemovedTagsAccountData() || [];
+
+    if (removedTags.includes(tag)) {
+        // Return a thunk that doesn't do anything, we don't even need
+        // an asynchronous action here, the tag is already removed.
+        return () => {};
+    }
+
+    removedTags.push(tag);
+
+    const storeId = TagOrderStore.getStoreId();
+
+    return asyncAction('TagOrderActions.removeTag', () => {
+        Analytics.trackEvent('TagOrderActions', 'removeTag');
+        return matrixClient.setAccountData(
+            'im.vector.web.tag_ordering',
+            {tags, removedTags, _storeId: storeId},
+        );
+    }, () => {
+        // For an optimistic update
+        return {removedTags};
+    });
+};
+
 export default TagOrderActions;
diff --git a/src/components/views/elements/TagTile.js b/src/components/views/elements/TagTile.js
index f52f758cc00..8d801d986d2 100644
--- a/src/components/views/elements/TagTile.js
+++ b/src/components/views/elements/TagTile.js
@@ -21,6 +21,7 @@ import { MatrixClient } from 'matrix-js-sdk';
 import sdk from '../../../index';
 import dis from '../../../dispatcher';
 import { isOnlyCtrlOrCmdIgnoreShiftKeyEvent } from '../../../Keyboard';
+import ContextualMenu from '../../structures/ContextualMenu';
 
 import FlairStore from '../../../stores/FlairStore';
 
@@ -81,6 +82,35 @@ export default React.createClass({
         });
     },
 
+    onContextButtonClick: function(e) {
+        e.preventDefault();
+        e.stopPropagation();
+
+        // Hide the (...) immediately
+        this.setState({ hover: false });
+
+        const TagTileContextMenu = sdk.getComponent('context_menus.TagTileContextMenu');
+        const elementRect = e.target.getBoundingClientRect();
+
+        // The window X and Y offsets are to adjust position when zoomed in to page
+        const x = elementRect.right + window.pageXOffset + 3;
+        const chevronOffset = 12;
+        let y = (elementRect.top + (elementRect.height / 2) + window.pageYOffset);
+        y = y - (chevronOffset + 8); // where 8 is half the height of the chevron
+
+        const self = this;
+        ContextualMenu.createMenu(TagTileContextMenu, {
+            chevronOffset: chevronOffset,
+            left: x,
+            top: y,
+            tag: this.props.tag,
+            onFinished: function() {
+                self.setState({ menuDisplayed: false });
+            },
+        });
+        this.setState({ menuDisplayed: true });
+    },
+
     onMouseOver: function() {
         this.setState({hover: true});
     },
@@ -109,10 +139,15 @@ export default React.createClass({
         const tip = this.state.hover ?
             <RoomTooltip className="mx_TagTile_tooltip" label={name} /> :
             <div />;
+        const contextButton = this.state.hover || this.state.menuDisplayed ?
+            <div className="mx_TagTile_context_button" onClick={this.onContextButtonClick}>
+                { "\u00B7\u00B7\u00B7" }
+            </div> : <div />;
         return <AccessibleButton className={className} onClick={this.onClick}>
             <div className="mx_TagTile_avatar" onMouseOver={this.onMouseOver} onMouseOut={this.onMouseOut}>
                 <BaseAvatar name={name} url={httpUrl} width={avatarHeight} height={avatarHeight} />
                 { tip }
+                { contextButton }
             </div>
         </AccessibleButton>;
     },
diff --git a/src/i18n/strings/en_EN.json b/src/i18n/strings/en_EN.json
index 6139ac2a914..3cfbe24122f 100644
--- a/src/i18n/strings/en_EN.json
+++ b/src/i18n/strings/en_EN.json
@@ -500,8 +500,8 @@
     "Download %(text)s": "Download %(text)s",
     "Invalid file%(extra)s": "Invalid file%(extra)s",
     "Error decrypting image": "Error decrypting image",
-    "Image '%(Body)s' cannot be displayed.": "Image '%(Body)s' cannot be displayed.",
     "This image cannot be displayed.": "This image cannot be displayed.",
+    "Image '%(Body)s' cannot be displayed.": "Image '%(Body)s' cannot be displayed.",
     "Error decrypting video": "Error decrypting video",
     "%(senderDisplayName)s changed the avatar for %(roomName)s": "%(senderDisplayName)s changed the avatar for %(roomName)s",
     "%(senderDisplayName)s removed the room avatar.": "%(senderDisplayName)s removed the room avatar.",
diff --git a/src/stores/TagOrderStore.js b/src/stores/TagOrderStore.js
index 69b22797fba..78e4a6e95da 100644
--- a/src/stores/TagOrderStore.js
+++ b/src/stores/TagOrderStore.js
@@ -55,6 +55,7 @@ class TagOrderStore extends Store {
                 const tagOrderingEventContent = tagOrderingEvent ? tagOrderingEvent.getContent() : {};
                 this._setState({
                     orderedTagsAccountData: tagOrderingEventContent.tags || null,
+                    removedTagsAccountData: tagOrderingEventContent.removedTags || null,
                     hasSynced: true,
                 });
                 this._updateOrderedTags();
@@ -70,6 +71,7 @@ class TagOrderStore extends Store {
 
                 this._setState({
                     orderedTagsAccountData: payload.event_content ? payload.event_content.tags : null,
+                    removedTagsAccountData: payload.event_content ? payload.event_content.removedTags : null,
                 });
                 this._updateOrderedTags();
                 break;
@@ -90,6 +92,14 @@ class TagOrderStore extends Store {
                 });
                 break;
             }
+            case 'TagOrderActions.removeTag.pending': {
+                // Optimistic update of a removed tag
+                this._setState({
+                    removedTagsAccountData: payload.request.removedTags,
+                });
+                this._updateOrderedTags();
+                break;
+            }
             case 'select_tag': {
                 let newTags = [];
                 // Shift-click semantics
@@ -165,13 +175,15 @@ class TagOrderStore extends Store {
     _mergeGroupsAndTags() {
         const groupIds = this._state.joinedGroupIds || [];
         const tags = this._state.orderedTagsAccountData || [];
+        const removedTags = new Set(this._state.removedTagsAccountData || []);
+
 
         const tagsToKeep = tags.filter(
-            (t) => t[0] !== '+' || groupIds.includes(t),
+            (t) => (t[0] !== '+' || groupIds.includes(t)) && !removedTags.has(t),
         );
 
         const groupIdsToAdd = groupIds.filter(
-            (groupId) => !tags.includes(groupId),
+            (groupId) => !tags.includes(groupId) && !removedTags.has(groupId),
         );
 
         return tagsToKeep.concat(groupIdsToAdd);
@@ -181,6 +193,10 @@ class TagOrderStore extends Store {
         return this._state.orderedTags;
     }
 
+    getRemovedTagsAccountData() {
+        return this._state.removedTagsAccountData;
+    }
+
     getStoreId() {
         // Generate a random ID to prevent this store from clobbering its
         // state with redundant remote echos.