diff --git a/.clang-tidy.hash b/.clang-tidy.hash
index 0204b502642..0a272d21ba6 100644
--- a/.clang-tidy.hash
+++ b/.clang-tidy.hash
@@ -1 +1 @@
-c0335c9688ce9defb4a7d4446b93460547e22df055668bacd7d963c770f0c65f
+15dc295268b2dcf75942f42759b3ddec64eba89f75525698eb39c95a7f4b14ce
diff --git a/esphome/components/esp32/__init__.py b/esphome/components/esp32/__init__.py
index e23a70a3738..da49fdc0700 100644
--- a/esphome/components/esp32/__init__.py
+++ b/esphome/components/esp32/__init__.py
@@ -348,7 +348,12 @@ def add_extra_build_file(filename: str, path: Path) -> bool:
 def _format_framework_arduino_version(ver: cv.Version) -> str:
     # format the given arduino (https://github.com/espressif/arduino-esp32/releases) version to
     # a PIO pioarduino/framework-arduinoespressif32 value
-    return f"pioarduino/framework-arduinoespressif32@https://github.com/espressif/arduino-esp32/releases/download/{str(ver)}/esp32-{str(ver)}.zip"
+    # 3.3.6+ changed filename from esp32-{ver}.zip to esp32-core-{ver}.tar.xz
+    if ver >= cv.Version(3, 3, 6):
+        filename = f"esp32-core-{ver}.tar.xz"
+    else:
+        filename = f"esp32-{ver}.zip"
+    return f"pioarduino/framework-arduinoespressif32@https://github.com/espressif/arduino-esp32/releases/download/{ver}/{filename}"
 
 
 def _format_framework_espidf_version(ver: cv.Version, release: str) -> str:
@@ -383,11 +388,12 @@ def _is_framework_url(source: str) -> bool:
 # The default/recommended arduino framework version
 #  - https://github.com/espressif/arduino-esp32/releases
 ARDUINO_FRAMEWORK_VERSION_LOOKUP = {
-    "recommended": cv.Version(3, 3, 5),
-    "latest": cv.Version(3, 3, 5),
-    "dev": cv.Version(3, 3, 5),
+    "recommended": cv.Version(3, 3, 6),
+    "latest": cv.Version(3, 3, 6),
+    "dev": cv.Version(3, 3, 6),
 }
 ARDUINO_PLATFORM_VERSION_LOOKUP = {
+    cv.Version(3, 3, 6): cv.Version(55, 3, 36),
     cv.Version(3, 3, 5): cv.Version(55, 3, 35),
     cv.Version(3, 3, 4): cv.Version(55, 3, 31, "2"),
     cv.Version(3, 3, 3): cv.Version(55, 3, 31, "2"),
@@ -405,6 +411,7 @@ ARDUINO_PLATFORM_VERSION_LOOKUP = {
 # These versions correspond to pioarduino/esp-idf releases
 # See: https://github.com/pioarduino/esp-idf/releases
 ARDUINO_IDF_VERSION_LOOKUP = {
+    cv.Version(3, 3, 6): cv.Version(5, 5, 2),
     cv.Version(3, 3, 5): cv.Version(5, 5, 2),
     cv.Version(3, 3, 4): cv.Version(5, 5, 1),
     cv.Version(3, 3, 3): cv.Version(5, 5, 1),
@@ -427,7 +434,7 @@ ESP_IDF_FRAMEWORK_VERSION_LOOKUP = {
     "dev": cv.Version(5, 5, 2),
 }
 ESP_IDF_PLATFORM_VERSION_LOOKUP = {
-    cv.Version(5, 5, 2): cv.Version(55, 3, 35),
+    cv.Version(5, 5, 2): cv.Version(55, 3, 36),
     cv.Version(5, 5, 1): cv.Version(55, 3, 31, "2"),
     cv.Version(5, 5, 0): cv.Version(55, 3, 31, "2"),
     cv.Version(5, 4, 3): cv.Version(55, 3, 32),
@@ -444,9 +451,9 @@ ESP_IDF_PLATFORM_VERSION_LOOKUP = {
 # The platform-espressif32 version
 #  - https://github.com/pioarduino/platform-espressif32/releases
 PLATFORM_VERSION_LOOKUP = {
-    "recommended": cv.Version(55, 3, 35),
-    "latest": cv.Version(55, 3, 35),
-    "dev": cv.Version(55, 3, 35),
+    "recommended": cv.Version(55, 3, 36),
+    "latest": cv.Version(55, 3, 36),
+    "dev": cv.Version(55, 3, 36),
 }
 
 
diff --git a/esphome/core/defines.h b/esphome/core/defines.h
index c229d1df7d1..7c13823fba9 100644
--- a/esphome/core/defines.h
+++ b/esphome/core/defines.h
@@ -234,7 +234,7 @@
 #define USB_HOST_MAX_REQUESTS 16
 
 #ifdef USE_ARDUINO
-#define USE_ARDUINO_VERSION_CODE VERSION_CODE(3, 3, 5)
+#define USE_ARDUINO_VERSION_CODE VERSION_CODE(3, 3, 6)
 #define USE_ETHERNET
 #define USE_ETHERNET_KSZ8081
 #define USE_ETHERNET_MANUAL_IP
diff --git a/platformio.ini b/platformio.ini
index b1092849332..e9a588e4fd0 100644
--- a/platformio.ini
+++ b/platformio.ini
@@ -133,9 +133,9 @@ extra_scripts = post:esphome/components/esp8266/post_build.py.script
 ; This are common settings for the ESP32 (all variants) using Arduino.
 [common:esp32-arduino]
 extends = common:arduino
-platform = https://github.com/pioarduino/platform-espressif32/releases/download/55.03.35/platform-espressif32.zip
+platform = https://github.com/pioarduino/platform-espressif32/releases/download/55.03.36/platform-espressif32.zip
 platform_packages =
-    pioarduino/framework-arduinoespressif32@https://github.com/espressif/arduino-esp32/releases/download/3.3.5/esp32-3.3.5.zip
+    pioarduino/framework-arduinoespressif32@https://github.com/espressif/arduino-esp32/releases/download/3.3.6/esp32-core-3.3.6.tar.xz
 
 framework = arduino, espidf  ; Arduino as an ESP-IDF component
 lib_deps =
@@ -168,7 +168,7 @@ extra_scripts = post:esphome/components/esp32/post_build.py.script
 ; This are common settings for the ESP32 (all variants) using IDF.
 [common:esp32-idf]
 extends = common:idf
-platform = https://github.com/pioarduino/platform-espressif32/releases/download/55.03.35/platform-espressif32.zip
+platform = https://github.com/pioarduino/platform-espressif32/releases/download/55.03.36/platform-espressif32.zip
 platform_packages =
     pioarduino/framework-espidf@https://github.com/pioarduino/esp-idf/releases/download/v5.5.2/esp-idf-v5.5.2.tar.xz