diff --git a/website/canvas.html b/website/canvas.html
index a672c25..8d91c18 100644
--- a/website/canvas.html
+++ b/website/canvas.html
@@ -3960,6 +3960,132 @@
 				syncBottomToolbar();
 			});
 
+			// ── Recent tools + Favorites (+) menu ──
+			const recentToolsEl = document.getElementById("recent-tools");
+			const recentSep = document.getElementById("recent-sep");
+			const toolPlusMenu = document.getElementById("tool-plus-menu");
+			const toolPlusBtn = document.getElementById("tool-plus");
+
+			// Recent tools: track last 2 sidebar tools used (not basic canvas tools)
+			let recentTools = JSON.parse(localStorage.getItem("rspace_recent_tools") || "[]");
+			// Pinned favorites
+			let pinnedTools = JSON.parse(localStorage.getItem("rspace_pinned_tools") || "[]");
+
+			// Tool registry: maps sidebar button IDs to display info
+			const sidebarToolRegistry = {};
+			document.querySelectorAll("#toolbar .toolbar-dropdown button").forEach(btn => {
+				sidebarToolRegistry[btn.id] = {
+					id: btn.id,
+					label: btn.textContent.trim(),
+					title: btn.title || btn.textContent.trim(),
+				};
+			});
+			// Add direct sidebar buttons too
+			["new-feed", "toggle-memory", "toggle-hide-forgotten", "feed-toggle"].forEach(id => {
+				const btn = document.getElementById(id);
+				if (btn) sidebarToolRegistry[id] = { id, label: btn.textContent.trim(), title: btn.title || btn.textContent.trim() };
+			});
+
+			function trackRecentTool(toolId) {
+				if (!toolId || !sidebarToolRegistry[toolId]) return;
+				// Don't track if it's already pinned
+				if (pinnedTools.includes(toolId)) return;
+				recentTools = recentTools.filter(t => t !== toolId);
+				recentTools.unshift(toolId);
+				recentTools = recentTools.slice(0, 2);
+				localStorage.setItem("rspace_recent_tools", JSON.stringify(recentTools));
+				renderRecentTools();
+			}
+
+			function renderRecentTools() {
+				recentToolsEl.innerHTML = "";
+				// Show pinned first, then recent (excluding pinned)
+				const shown = [...pinnedTools, ...recentTools.filter(t => !pinnedTools.includes(t))].slice(0, 4);
+				if (shown.length > 0) recentSep.style.display = "";
+				else recentSep.style.display = "none";
+
+				for (const toolId of shown) {
+					const info = sidebarToolRegistry[toolId];
+					if (!info) continue;
+					const btn = document.createElement("button");
+					btn.className = "recent-tool-btn";
+					btn.title = info.title;
+					btn.textContent = info.label.split(" ")[0]; // emoji only
+					btn.addEventListener("click", (e) => {
+						e.stopPropagation();
+						document.getElementById(toolId)?.click();
+					});
+					recentToolsEl.appendChild(btn);
+				}
+			}
+
+			// Track clicks on sidebar tool buttons
+			document.querySelectorAll("#toolbar .toolbar-dropdown button, #toolbar-panel-body button").forEach(btn => {
+				btn.addEventListener("click", () => trackRecentTool(btn.id));
+			});
+			// Intercept panel button clicks for tracking (cloned dynamically)
+			document.getElementById("toolbar-panel-body")?.addEventListener("click", (e) => {
+				const btn = e.target.closest("button");
+				if (btn && btn.id) trackRecentTool(btn.id);
+			});
+
+			// [+] menu: show all sidebar tools, allow pinning
+			toolPlusBtn.addEventListener("click", (e) => {
+				e.stopPropagation();
+				toolPlusMenu.classList.toggle("open");
+				if (toolPlusMenu.classList.contains("open")) renderPlusMenu();
+			});
+
+			document.addEventListener("click", (e) => {
+				if (!e.target.closest(".tool-plus-wrap")) {
+					toolPlusMenu.classList.remove("open");
+				}
+			});
+
+			function renderPlusMenu() {
+				toolPlusMenu.innerHTML = "";
+
+				// Group tools by their toolbar group
+				const groups = document.querySelectorAll("#toolbar .toolbar-group");
+				for (const group of groups) {
+					const toggle = group.querySelector(".toolbar-group-toggle");
+					const dropdown = group.querySelector(".toolbar-dropdown");
+					if (!toggle || !dropdown) continue;
+
+					const heading = document.createElement("div");
+					heading.className = "menu-heading";
+					heading.textContent = toggle.textContent.trim();
+					toolPlusMenu.appendChild(heading);
+
+					for (const origBtn of dropdown.querySelectorAll("button")) {
+						const toolId = origBtn.id;
+						if (!toolId) continue;
+						const info = sidebarToolRegistry[toolId];
+						if (!info) continue;
+
+						const btn = document.createElement("button");
+						btn.className = pinnedTools.includes(toolId) ? "pinned" : "";
+						btn.innerHTML = `<span>${info.label}</span><span class="pin-icon">📌</span>`;
+						btn.addEventListener("click", (e) => {
+							e.stopPropagation();
+							if (pinnedTools.includes(toolId)) {
+								pinnedTools = pinnedTools.filter(t => t !== toolId);
+							} else {
+								pinnedTools.push(toolId);
+								if (pinnedTools.length > 4) pinnedTools.shift();
+							}
+							localStorage.setItem("rspace_pinned_tools", JSON.stringify(pinnedTools));
+							renderRecentTools();
+							renderPlusMenu();
+						});
+						toolPlusMenu.appendChild(btn);
+					}
+				}
+			}
+
+			// Initial render
+			renderRecentTools();
+
 			// Whiteboard pointer handlers on the SVG overlay
 			wbOverlay.addEventListener("pointerdown", (e) => {
 				if (!wbTool || wbTool === "eraser") {