diff --git a/components/esp_hw_support/modem_clock.c b/components/esp_hw_support/modem_clock.c
index 715a8ac211..6506c7c625 100644
--- a/components/esp_hw_support/modem_clock.c
+++ b/components/esp_hw_support/modem_clock.c
@@ -277,15 +277,17 @@ void IRAM_ATTR modem_clock_module_mac_reset(periph_module_t module)
     portEXIT_CRITICAL_SAFE(&ctx->lock);
 }
 
-#define WIFI_CLOCK_DEPS       (BIT(MODEM_CLOCK_WIFI_MAC) | BIT(MODEM_CLOCK_FE) | BIT(MODEM_CLOCK_WIFI_BB) | BIT(MODEM_CLOCK_COEXIST))
-#define BLE_CLOCK_DEPS        (BIT(MODEM_CLOCK_BLE_MAC) | BIT(MODEM_CLOCK_FE) | BIT(MODEM_CLOCK_BLE_BB) | BIT(MODEM_CLOCK_ETM) | BIT(MODEM_CLOCK_COEXIST))
-#define IEEE802154_CLOCK_DEPS (BIT(MODEM_CLOCK_802154_MAC) | BIT(MODEM_CLOCK_FE) | BIT(MODEM_CLOCK_BLE_BB) | BIT(MODEM_CLOCK_ETM) | BIT(MODEM_CLOCK_COEXIST))
-#define COEXIST_CLOCK_DEPS    (BIT(MODEM_CLOCK_COEXIST))
-#define PHY_CLOCK_DEPS        (BIT(MODEM_CLOCK_I2C_MASTER) | BIT(MODEM_CLOCK_FE))
+#define WIFI_CLOCK_DEPS         (BIT(MODEM_CLOCK_WIFI_MAC) | BIT(MODEM_CLOCK_WIFI_BB) | BIT(MODEM_CLOCK_COEXIST))
+#define BLE_CLOCK_DEPS          (BIT(MODEM_CLOCK_BLE_MAC) | BIT(MODEM_CLOCK_BLE_BB) | BIT(MODEM_CLOCK_ETM) | BIT(MODEM_CLOCK_COEXIST))
+#define IEEE802154_CLOCK_DEPS   (BIT(MODEM_CLOCK_802154_MAC) | BIT(MODEM_CLOCK_BLE_BB) | BIT(MODEM_CLOCK_ETM) | BIT(MODEM_CLOCK_COEXIST))
+#define COEXIST_CLOCK_DEPS      (BIT(MODEM_CLOCK_COEXIST))
+#define PHY_CLOCK_DEPS          (BIT(MODEM_CLOCK_I2C_MASTER) | BIT(MODEM_CLOCK_FE))
+#define I2C_ANA_MST_CLOCK_DEPS  (BIT(MODEM_CLOCK_I2C_MASTER))
 
 static inline uint32_t modem_clock_get_module_deps(periph_module_t module)
 {
     uint32_t deps = 0;
+    if (module == PERIPH_ANA_I2C_MASTER_MODULE) {deps = I2C_ANA_MST_CLOCK_DEPS;}
     if (module == PERIPH_PHY_MODULE) {deps = PHY_CLOCK_DEPS;}
     else if (module == PERIPH_COEX_MODULE) { deps = COEXIST_CLOCK_DEPS; }
 #if SOC_WIFI_SUPPORTED
diff --git a/components/esp_hw_support/port/esp32c6/rtc_clk.c b/components/esp_hw_support/port/esp32c6/rtc_clk.c
index c56234e410..ed6eb4126f 100644
--- a/components/esp_hw_support/port/esp32c6/rtc_clk.c
+++ b/components/esp_hw_support/port/esp32c6/rtc_clk.c
@@ -17,10 +17,15 @@
 #include "esp_rom_sys.h"
 #include "hal/clk_tree_ll.h"
 #include "hal/regi2c_ctrl_ll.h"
-#include "hal/modem_lpcon_ll.h"
 #include "soc/io_mux_reg.h"
 #include "soc/lp_aon_reg.h"
 
+#ifdef BOOTLOADER_BUILD
+#include "hal/modem_lpcon_ll.h"
+#else
+#include "esp_private/esp_modem_clock.h"
+#endif
+
 static const char *TAG = "rtc_clk";
 
 // Current PLL frequency, in 480MHz. Zero if PLL is not enabled.
@@ -138,12 +143,25 @@ static void rtc_clk_bbpll_enable(void)
     clk_ll_bbpll_enable();
 }
 
+static void rtc_clk_enable_i2c_ana_master_clock(bool enable)
+{
+#ifdef BOOTLOADER_BUILD
+    modem_lpcon_ll_enable_i2c_master_clock(&MODEM_LPCON, enable);
+#else
+    if (enable) {
+        modem_clock_module_enable(PERIPH_ANA_I2C_MASTER_MODULE);
+    } else {
+        modem_clock_module_disable(PERIPH_ANA_I2C_MASTER_MODULE);
+    }
+#endif
+}
+
 static void rtc_clk_bbpll_configure(rtc_xtal_freq_t xtal_freq, int pll_freq)
 {
     /* Digital part */
     clk_ll_bbpll_set_freq_mhz(pll_freq);
     /* Analog part */
-    modem_lpcon_ll_enable_i2c_master_clock(&MODEM_LPCON, true);
+    rtc_clk_enable_i2c_ana_master_clock(true);
     /* BBPLL CALIBRATION START */
     regi2c_ctrl_ll_bbpll_calibration_start();
     clk_ll_bbpll_set_config(pll_freq, xtal_freq);
@@ -151,8 +169,7 @@ static void rtc_clk_bbpll_configure(rtc_xtal_freq_t xtal_freq, int pll_freq)
     while(!regi2c_ctrl_ll_bbpll_calibration_is_done());
     /* BBPLL CALIBRATION STOP */
     regi2c_ctrl_ll_bbpll_calibration_stop();
-    modem_lpcon_ll_enable_i2c_master_clock(&MODEM_LPCON, false);
-
+    rtc_clk_enable_i2c_ana_master_clock(false);
     s_cur_pll_freq = pll_freq;
 }
 
diff --git a/components/esp_hw_support/port/esp32h2/rtc_clk.c b/components/esp_hw_support/port/esp32h2/rtc_clk.c
index 877ceb58cc..ce0a0e260b 100644
--- a/components/esp_hw_support/port/esp32h2/rtc_clk.c
+++ b/components/esp_hw_support/port/esp32h2/rtc_clk.c
@@ -17,11 +17,16 @@
 #include "esp_rom_sys.h"
 #include "hal/clk_tree_ll.h"
 #include "hal/regi2c_ctrl_ll.h"
-#include "hal/modem_lpcon_ll.h"
 #include "soc/io_mux_reg.h"
 #include "soc/lp_aon_reg.h"
 #include "soc/lp_clkrst_reg.h"
 
+#ifdef BOOTLOADER_BUILD
+#include "hal/modem_lpcon_ll.h"
+#else
+#include "esp_private/esp_modem_clock.h"
+#endif
+
 static const char *TAG = "rtc_clk";
 
 // Current PLL frequency, in 96MHz. Zero if PLL is not enabled.
@@ -155,12 +160,25 @@ static void rtc_clk_bbpll_enable(void)
     clk_ll_bbpll_enable();
 }
 
+static void rtc_clk_enable_i2c_ana_master_clock(bool enable)
+{
+#ifdef BOOTLOADER_BUILD
+    modem_lpcon_ll_enable_i2c_master_clock(&MODEM_LPCON, enable);
+#else
+    if (enable) {
+        modem_clock_module_enable(PERIPH_ANA_I2C_MASTER_MODULE);
+    } else {
+        modem_clock_module_disable(PERIPH_ANA_I2C_MASTER_MODULE);
+    }
+#endif
+}
+
 static void rtc_clk_bbpll_configure(rtc_xtal_freq_t xtal_freq, int pll_freq)
 {
     /* Digital part */
     clk_ll_bbpll_set_freq_mhz(pll_freq);
     /* Analog part */
-    modem_lpcon_ll_enable_i2c_master_clock(&MODEM_LPCON, true);
+    rtc_clk_enable_i2c_ana_master_clock(true);
     /* BBPLL CALIBRATION START */
     regi2c_ctrl_ll_bbpll_calibration_start();
     clk_ll_bbpll_set_config(pll_freq, xtal_freq);
@@ -168,8 +186,7 @@ static void rtc_clk_bbpll_configure(rtc_xtal_freq_t xtal_freq, int pll_freq)
     while(!regi2c_ctrl_ll_bbpll_calibration_is_done());
     /* BBPLL CALIBRATION STOP */
     regi2c_ctrl_ll_bbpll_calibration_stop();
-    modem_lpcon_ll_enable_i2c_master_clock(&MODEM_LPCON, false);
-
+    rtc_clk_enable_i2c_ana_master_clock(false);
     s_cur_pll_freq = pll_freq;
 }
 
diff --git a/components/esp_phy/src/phy_init_esp32hxx.c b/components/esp_phy/src/phy_init_esp32hxx.c
index 52d7722a65..ea874b28b6 100644
--- a/components/esp_phy/src/phy_init_esp32hxx.c
+++ b/components/esp_phy/src/phy_init_esp32hxx.c
@@ -9,6 +9,10 @@
 #include "esp_phy_init.h"
 #include "esp_private/phy.h"
 
+#if SOC_MODEM_CLOCK_IS_INDEPENDENT
+#include "esp_private/esp_modem_clock.h"
+#endif
+
 #define PHY_ENABLE_VERSION_PRINT 1
 
 static DRAM_ATTR portMUX_TYPE s_phy_int_mux = portMUX_INITIALIZER_UNLOCKED;
@@ -46,6 +50,9 @@ void esp_phy_enable(void)
 {
     _lock_acquire(&s_phy_access_lock);
     if (s_phy_access_ref == 0) {
+#if SOC_MODEM_CLOCK_IS_INDEPENDENT
+        modem_clock_module_enable(PERIPH_PHY_MODULE);
+#endif
         if (!s_phy_is_enabled) {
             register_chipv7_phy(NULL, NULL, PHY_RF_CAL_FULL);
             phy_version_print();
@@ -73,6 +80,9 @@ void esp_phy_disable(void)
         phy_track_pll_deinit();
         phy_close_rf();
         phy_xpd_tsens();
+#if SOC_MODEM_CLOCK_IS_INDEPENDENT
+        modem_clock_module_disable(PERIPH_PHY_MODULE);
+#endif
     }
 
     _lock_release(&s_phy_access_lock);
diff --git a/components/soc/esp32c6/include/soc/periph_defs.h b/components/soc/esp32c6/include/soc/periph_defs.h
index 4334c388b7..f294e028a0 100644
--- a/components/soc/esp32c6/include/soc/periph_defs.h
+++ b/components/soc/esp32c6/include/soc/periph_defs.h
@@ -49,11 +49,13 @@ typedef enum {
     PERIPH_IEEE802154_MODULE,
     PERIPH_COEX_MODULE,
     PERIPH_PHY_MODULE,
+    PERIPH_ANA_I2C_MASTER_MODULE,
     PERIPH_MODULE_MAX
+/*  !!! Don't append soc modules here !!! */
 } periph_module_t;
 
 #define PERIPH_MODEM_MODULE_MIN PERIPH_WIFI_MODULE
-#define PERIPH_MODEM_MODULE_MAX PERIPH_PHY_MODULE
+#define PERIPH_MODEM_MODULE_MAX PERIPH_ANA_I2C_MASTER_MODULE
 #define PERIPH_MODEM_MODULE_NUM (PERIPH_MODEM_MODULE_MAX - PERIPH_MODEM_MODULE_MIN + 1)
 #define IS_MODEM_MODULE(periph)  ((periph>=PERIPH_MODEM_MODULE_MIN) && (periph<=PERIPH_MODEM_MODULE_MAX))
 
diff --git a/components/soc/esp32h2/include/soc/periph_defs.h b/components/soc/esp32h2/include/soc/periph_defs.h
index b4f30cd754..f107892c01 100644
--- a/components/soc/esp32h2/include/soc/periph_defs.h
+++ b/components/soc/esp32h2/include/soc/periph_defs.h
@@ -47,11 +47,13 @@ typedef enum {
     PERIPH_IEEE802154_MODULE,
     PERIPH_COEX_MODULE,
     PERIPH_PHY_MODULE,
+    PERIPH_ANA_I2C_MASTER_MODULE,
     PERIPH_MODULE_MAX
+/*  !!! Don't append soc modules here !!! */
 } periph_module_t;
 
 #define PERIPH_MODEM_MODULE_MIN PERIPH_BT_MODULE
-#define PERIPH_MODEM_MODULE_MAX PERIPH_PHY_MODULE
+#define PERIPH_MODEM_MODULE_MAX PERIPH_ANA_I2C_MASTER_MODULE
 #define PERIPH_MODEM_MODULE_NUM (PERIPH_MODEM_MODULE_MAX - PERIPH_MODEM_MODULE_MIN + 1)
 #define IS_MODEM_MODULE(periph)  ((periph>=PERIPH_MODEM_MODULE_MIN) && (periph<=PERIPH_MODEM_MODULE_MAX))