diff --git a/CHANGELOG.md b/CHANGELOG.md
index fddc2b4bf25..2c182545ba4 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -15,6 +15,8 @@ Docs: https://docs.openclaw.ai
 
 ### Fixes
 
+- MCP/plugins: stringify non-array plugin tool results with chat-content coercion instead of default object stringification, so MCP callers receive useful JSON/text content from plugin tools. Thanks @vincentkoc.
+- CLI/logs: fall back to the configured Gateway file log when implicit loopback Gateway connections close or time out before or during `logs.tail`, so `openclaw logs` still works while diagnosing local-model Gateway disconnects. Refs #74078. Thanks @sakalaboator.
 - MCP/plugins: stringify non-array plugin tool results with chat-content coercion instead of default object stringification, so MCP callers receive useful JSON/text content from plugin tools. Thanks @vincentkoc.
 - Channels/Discord: remove Discord-owned queued-run timeout replies through the shared channel lifecycle queue while preserving message ordering and compatibility timeout constants, so long Discord turns stay governed by session/tool/runtime lifecycle instead of channel fallback errors. Thanks @codexGW.
 - Agents/tools: clamp `process.poll` waits to 30 seconds, advertise that cap in the tool schema, and honor abort signals while waiting, so long command polls cannot pin agent responsiveness after cancellation. Thanks @vincentkoc.
diff --git a/docs/cli/logs.md b/docs/cli/logs.md
index 63acfb622f3..336aad31352 100644
--- a/docs/cli/logs.md
+++ b/docs/cli/logs.md
@@ -56,7 +56,7 @@ openclaw logs --url ws://127.0.0.1:18789 --token "$OPENCLAW_GATEWAY_TOKEN"
 ## Notes
 
 - Use `--local-time` to render timestamps in your local timezone.
-- If the local loopback Gateway asks for pairing, `openclaw logs` falls back to the configured local log file automatically. Explicit `--url` targets do not use this fallback.
+- If the implicit local loopback Gateway asks for pairing, closes during connect, or times out before `logs.tail` answers, `openclaw logs` falls back to the configured Gateway file log automatically. Explicit `--url` targets do not use this fallback.
 
 ## Related
 
diff --git a/docs/logging.md b/docs/logging.md
index c6114386ea7..c12b2326225 100644
--- a/docs/logging.md
+++ b/docs/logging.md
@@ -73,9 +73,10 @@ In JSON mode, the CLI emits `type`-tagged objects:
 - `notice`: truncation / rotation hints
 - `raw`: unparsed log line
 
-If the local loopback Gateway asks for pairing, `openclaw logs` falls back to
-the configured local log file automatically. Explicit `--url` targets do not
-use this fallback.
+If the implicit local loopback Gateway asks for pairing, closes during connect,
+or times out before `logs.tail` answers, `openclaw logs` falls back to the
+configured Gateway file log automatically. Explicit `--url` targets do not use
+this fallback.
 
 If the Gateway is unreachable, the CLI prints a short hint to run:
 
diff --git a/src/cli/logs-cli.test.ts b/src/cli/logs-cli.test.ts
index e383a16850a..f61c6673a4b 100644
--- a/src/cli/logs-cli.test.ts
+++ b/src/cli/logs-cli.test.ts
@@ -181,6 +181,46 @@ describe("logs cli", () => {
     expect(stderrWrites.join("")).toContain("reading local log file instead");
   });
 
+  it("falls back to the configured Gateway file log on loopback gateway close errors", async () => {
+    callGatewayFromCli.mockRejectedValueOnce(
+      new Error("gateway closed (1000 normal closure): no close reason"),
+    );
+    readConfiguredLogTail.mockResolvedValueOnce({
+      file: "/tmp/openclaw.log",
+      cursor: 5,
+      size: 5,
+      lines: ["local fallback line"],
+      truncated: false,
+      reset: false,
+    });
+
+    const stdoutWrites = captureStdoutWrites();
+    const stderrWrites = captureStderrWrites();
+
+    await runLogsCli(["logs"]);
+
+    expect(readConfiguredLogTail).toHaveBeenCalledTimes(1);
+    expect(stdoutWrites.join("")).toContain("local fallback line");
+    expect(stderrWrites.join("")).toContain("Local Gateway RPC unavailable");
+  });
+
+  it("does not use local fallback for explicit Gateway URLs", async () => {
+    callGatewayFromCli.mockRejectedValueOnce(
+      new Error("gateway closed (1000 normal closure): no close reason"),
+    );
+
+    const stdoutWrites = captureStdoutWrites();
+    const stderrWrites = captureStderrWrites();
+    const exitSpy = vi.spyOn(process, "exit").mockImplementation(() => undefined as never);
+
+    await runLogsCli(["logs", "--url", "ws://127.0.0.1:18789"]);
+
+    expect(readConfiguredLogTail).not.toHaveBeenCalled();
+    expect(stdoutWrites.join("")).not.toContain("local fallback line");
+    expect(stderrWrites.join("")).toContain("Gateway not reachable");
+    expect(exitSpy).toHaveBeenCalledWith(1);
+  });
+
   describe("formatLogTimestamp", () => {
     it("formats UTC timestamp in plain mode by default", () => {
       const result = formatLogTimestamp("2025-01-01T12:00:00.000Z");
diff --git a/src/cli/logs-cli.ts b/src/cli/logs-cli.ts
index 19ceeb1d94f..94fd0b819ef 100644
--- a/src/cli/logs-cli.ts
+++ b/src/cli/logs-cli.ts
@@ -49,7 +49,7 @@ type LogsCliOptions = {
   expectFinal?: boolean;
 };
 
-const LOCAL_FALLBACK_NOTICE = "Gateway pairing required; reading local log file instead.";
+const LOCAL_FALLBACK_NOTICE = "Local Gateway RPC unavailable; reading configured file log instead.";
 
 function parsePositiveInt(value: string | undefined, fallback: number): number {
   if (!value) {
@@ -81,6 +81,7 @@ async function fetchLogs(
     if (!shouldUseLocalLogsFallback(opts, error)) {
       throw error;
     }
+    // Match the Gateway logs.tail source when implicit local RPC is unavailable.
     return {
       ...(await readConfiguredLogTail({ cursor, limit, maxBytes })),
       localFallback: true,
@@ -97,7 +98,7 @@ function normalizeErrorMessage(error: unknown): string {
 
 function shouldUseLocalLogsFallback(opts: LogsCliOptions, error: unknown): boolean {
   const message = normalizeLowercaseStringOrEmpty(normalizeErrorMessage(error));
-  if (!readConnectPairingRequiredMessage(message)) {
+  if (!isLocalGatewayRpcUnavailableError(message)) {
     return false;
   }
   if (typeof opts.url === "string" && opts.url.trim().length > 0) {
@@ -114,6 +115,17 @@ function shouldUseLocalLogsFallback(opts: LogsCliOptions, error: unknown): boole
   }
 }
 
+function isLocalGatewayRpcUnavailableError(message: string): boolean {
+  if (readConnectPairingRequiredMessage(message)) {
+    return true;
+  }
+  return (
+    message.includes("gateway closed (") ||
+    message.includes("gateway timeout after") ||
+    message.includes("gateway connect failed:")
+  );
+}
+
 export function formatLogTimestamp(
   value?: string,
   mode: "pretty" | "plain" = "plain",