diff --git a/workspace-server/Dockerfile b/workspace-server/Dockerfile
index 7065e405..ecf43fab 100644
--- a/workspace-server/Dockerfile
+++ b/workspace-server/Dockerfile
@@ -21,6 +21,14 @@ ARG GIT_SHA=dev
 RUN CGO_ENABLED=0 GOOS=linux go build \
     -ldflags "-X github.com/Molecule-AI/molecule-monorepo/platform/internal/buildinfo.GitSHA=${GIT_SHA}" \
     -o /platform ./cmd/server
+# Bundle the built-in memory-plugin-postgres binary so an operator can
+# activate Memory v2 by setting MEMORY_V2_CUTOVER=true + (default)
+# MEMORY_PLUGIN_URL=http://localhost:9100. The entrypoint starts this
+# binary in the background; main /platform talks to it over loopback.
+# Stays inert until the operator flips the cutover env var.
+RUN CGO_ENABLED=0 GOOS=linux go build \
+    -ldflags "-X github.com/Molecule-AI/molecule-monorepo/platform/internal/buildinfo.GitSHA=${GIT_SHA}" \
+    -o /memory-plugin ./cmd/memory-plugin-postgres
 
 # Clone templates + plugins at build time from manifest.json
 FROM alpine:3.20 AS templates
@@ -30,8 +38,9 @@ COPY scripts/clone-manifest.sh /scripts/clone-manifest.sh
 RUN chmod +x /scripts/clone-manifest.sh && /scripts/clone-manifest.sh /manifest.json /workspace-configs-templates /org-templates /plugins
 
 FROM alpine:3.20
-RUN apk add --no-cache ca-certificates git tzdata
+RUN apk add --no-cache ca-certificates git tzdata wget
 COPY --from=builder /platform /platform
+COPY --from=builder /memory-plugin /memory-plugin
 COPY workspace-server/migrations /migrations
 COPY --from=templates /workspace-configs-templates /workspace-configs-templates
 COPY --from=templates /org-templates /org-templates
@@ -41,6 +50,7 @@ RUN addgroup -g 1000 platform && adduser -u 1000 -G platform -s /bin/sh -D platf
 EXPOSE 8080
 COPY <<'ENTRY' /entrypoint.sh
 #!/bin/sh
+# Set up docker-socket group (unchanged from pre-sidecar entrypoint).
 if [ -S /var/run/docker.sock ]; then
   SOCK_GID=$(stat -c '%g' /var/run/docker.sock 2>/dev/null || stat -f '%g' /var/run/docker.sock 2>/dev/null)
   if [ -n "$SOCK_GID" ] && [ "$SOCK_GID" != "0" ]; then
@@ -50,6 +60,52 @@ if [ -S /var/run/docker.sock ]; then
     addgroup platform root 2>/dev/null || true
   fi
 fi
+
+# Memory v2 sidecar (built-in postgres plugin). Co-located with the
+# main server so operators flipping MEMORY_V2_CUTOVER=true don't need
+# to provision a separate service. Stays inert at the protocol layer
+# until that env var is set — the workspace-server's wiring.go skips
+# building the client without MEMORY_PLUGIN_URL, so the running plugin
+# is a no-op for traffic.
+#
+# Env defaults:
+#   MEMORY_PLUGIN_DATABASE_URL = $DATABASE_URL  (share existing Postgres;
+#       plugin's `memory_namespaces` / `memory_records` tables coexist
+#       with `agent_memories` and the rest of the platform schema —
+#       no conflicts. Operator can override with a separate URL.)
+#   MEMORY_PLUGIN_LISTEN_ADDR  = :9100
+#
+# Set MEMORY_PLUGIN_DISABLE=1 to skip launching the sidecar entirely
+# (e.g. an operator running the plugin externally on a separate host).
+if [ -z "$MEMORY_PLUGIN_DISABLE" ] && [ -n "$DATABASE_URL" ]; then
+  : "${MEMORY_PLUGIN_DATABASE_URL:=$DATABASE_URL}"
+  : "${MEMORY_PLUGIN_LISTEN_ADDR:=:9100}"
+  export MEMORY_PLUGIN_DATABASE_URL MEMORY_PLUGIN_LISTEN_ADDR
+  echo "memory-plugin: starting sidecar on $MEMORY_PLUGIN_LISTEN_ADDR" >&2
+  # Drop privs to the platform user — the plugin doesn't need root and
+  # runs unprivileged elsewhere (tenant image already starts as canvas).
+  su-exec platform /memory-plugin &
+  MEMORY_PLUGIN_PID=$!
+  # Wait up to 30s for the plugin's /v1/health to return 200. Boot
+  # failure here is fatal — better to crash-loop than to silently
+  # serve cutover traffic against a dead plugin.
+  health_port=${MEMORY_PLUGIN_LISTEN_ADDR#:}
+  ready=0
+  for _ in $(seq 1 30); do
+    if wget -qO- --timeout=2 "http://localhost:${health_port}/v1/health" >/dev/null 2>&1; then
+      ready=1
+      break
+    fi
+    sleep 1
+  done
+  if [ "$ready" != "1" ]; then
+    echo "memory-plugin: ❌ /v1/health never returned 200 after 30s — aborting boot. Check that DATABASE_URL is reachable, has the pgvector extension, and the plugin's migrations applied." >&2
+    kill "$MEMORY_PLUGIN_PID" 2>/dev/null || true
+    exit 1
+  fi
+  echo "memory-plugin: ✅ sidecar healthy on :$health_port" >&2
+fi
+
 exec su-exec platform /platform "$@"
 ENTRY
 RUN chmod +x /entrypoint.sh && apk add --no-cache su-exec
diff --git a/workspace-server/Dockerfile.tenant b/workspace-server/Dockerfile.tenant
index 23140a67..6ccc737e 100644
--- a/workspace-server/Dockerfile.tenant
+++ b/workspace-server/Dockerfile.tenant
@@ -34,6 +34,13 @@ ARG GIT_SHA=dev
 RUN CGO_ENABLED=0 GOOS=linux go build \
     -ldflags "-X github.com/Molecule-AI/molecule-monorepo/platform/internal/buildinfo.GitSHA=${GIT_SHA}" \
     -o /platform ./cmd/server
+# Memory v2 sidecar binary (Memory v2 #2728). Bundled so an operator
+# can activate cutover by flipping MEMORY_V2_CUTOVER=true without
+# provisioning a separate service. See entrypoint-tenant.sh for the
+# launch logic.
+RUN CGO_ENABLED=0 GOOS=linux go build \
+    -ldflags "-X github.com/Molecule-AI/molecule-monorepo/platform/internal/buildinfo.GitSHA=${GIT_SHA}" \
+    -o /memory-plugin ./cmd/memory-plugin-postgres
 
 # ── Stage 2: Canvas Next.js standalone ────────────────────────────────
 FROM node:20-alpine AS canvas-builder
@@ -74,8 +81,9 @@ RUN deluser --remove-home node 2>/dev/null || true; \
     delgroup node 2>/dev/null || true; \
     addgroup -g 1000 canvas && adduser -u 1000 -G canvas -s /bin/sh -D canvas
 
-# Go platform binary
+# Go platform binary + Memory v2 sidecar
 COPY --from=go-builder /platform /platform
+COPY --from=go-builder /memory-plugin /memory-plugin
 COPY workspace-server/migrations /migrations
 
 # Templates + plugins (cloned from GitHub in stage 3)
@@ -91,7 +99,7 @@ COPY --from=canvas-builder /canvas/public ./public
 
 COPY workspace-server/entrypoint-tenant.sh /entrypoint.sh
 RUN chmod +x /entrypoint.sh && \
-    chown -R canvas:canvas /canvas /platform /migrations
+    chown -R canvas:canvas /canvas /platform /memory-plugin /migrations
 
 EXPOSE 8080
 # entrypoint.sh starts as root to fix volume perms, then drops to
diff --git a/workspace-server/entrypoint-tenant.sh b/workspace-server/entrypoint-tenant.sh
index 9cfc1437..8059cc1c 100644
--- a/workspace-server/entrypoint-tenant.sh
+++ b/workspace-server/entrypoint-tenant.sh
@@ -20,6 +20,42 @@ cd /canvas
 PORT=3000 HOSTNAME=0.0.0.0 node server.js &
 CANVAS_PID=$!
 
+# Memory v2 sidecar (built-in postgres plugin). See Dockerfile entrypoint
+# comment for rationale. Stays inert at the protocol layer until the
+# operator sets MEMORY_V2_CUTOVER=true; running it is cheap.
+#
+# Defaults the plugin's DATABASE_URL to the tenant's DATABASE_URL so
+# operators don't need to configure two of them. Plugin tables coexist
+# with the platform schema.
+MEMORY_PLUGIN_PID=""
+if [ -z "$MEMORY_PLUGIN_DISABLE" ] && [ -n "$DATABASE_URL" ]; then
+  : "${MEMORY_PLUGIN_DATABASE_URL:=$DATABASE_URL}"
+  : "${MEMORY_PLUGIN_LISTEN_ADDR:=:9100}"
+  export MEMORY_PLUGIN_DATABASE_URL MEMORY_PLUGIN_LISTEN_ADDR
+  echo "memory-plugin: starting sidecar on $MEMORY_PLUGIN_LISTEN_ADDR" >&2
+  /memory-plugin &
+  MEMORY_PLUGIN_PID=$!
+  # Wait up to 30s for /v1/health. Boot failure is fatal so a misconfigured
+  # tenant crash-loops instead of silently serving cutover traffic against
+  # a dead plugin.
+  health_port=${MEMORY_PLUGIN_LISTEN_ADDR#:}
+  ready=0
+  for _ in $(seq 1 30); do
+    if wget -qO- --timeout=2 "http://localhost:${health_port}/v1/health" >/dev/null 2>&1; then
+      ready=1
+      break
+    fi
+    sleep 1
+  done
+  if [ "$ready" != "1" ]; then
+    echo "memory-plugin: ❌ /v1/health never returned 200 after 30s — aborting boot. Check DATABASE_URL reachability + pgvector extension + migrations." >&2
+    kill "$MEMORY_PLUGIN_PID" 2>/dev/null || true
+    kill "$CANVAS_PID" 2>/dev/null || true
+    exit 1
+  fi
+  echo "memory-plugin: ✅ sidecar healthy on :$health_port" >&2
+fi
+
 # Start Go platform in foreground-ish (we trap signals)
 # CANVAS_PROXY_URL tells the platform to proxy unmatched routes to Canvas.
 # CONTAINER_BACKEND: empty = Docker (default for self-hosted/local).
@@ -29,15 +65,20 @@ cd /
 /platform &
 PLATFORM_PID=$!
 
-# If either process exits, kill the other
+# If any process exits, kill the others
 cleanup() {
   kill $CANVAS_PID 2>/dev/null || true
   kill $PLATFORM_PID 2>/dev/null || true
+  [ -n "$MEMORY_PLUGIN_PID" ] && kill $MEMORY_PLUGIN_PID 2>/dev/null || true
 }
 trap cleanup EXIT SIGTERM SIGINT
 
-# Wait for either to exit — whichever exits first triggers cleanup
-wait -n $CANVAS_PID $PLATFORM_PID
+# Wait for any to exit — whichever exits first triggers cleanup
+if [ -n "$MEMORY_PLUGIN_PID" ]; then
+  wait -n $CANVAS_PID $PLATFORM_PID $MEMORY_PLUGIN_PID
+else
+  wait -n $CANVAS_PID $PLATFORM_PID
+fi
 EXIT_CODE=$?
 cleanup
 exit $EXIT_CODE