diff --git a/CHANGELOG.md b/CHANGELOG.md
index 798713d214..3dedc8ec53 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,5 +1,25 @@
 # Change Log
 
+## v2.0.1-SNAPSHOT (Unreleased)
+
+### Breaking Changes
+
+- **deps**: Upgrade slf4j-api from 1.7.36 to 2.0.17 for Spring Boot 3.5.0 compatibility
+- **deps**: Upgrade logback from 1.2.13 to 1.4.14 for SLF4J 2.0 support
+- **deps**: Replace log4j-slf4j-impl with log4j-slf4j2-impl (2.24.3) for SLF4J 2.0 bridge
+
+### Enhancements
+
+- **core**: Implement SLF4J 2.0 new MDCAdapter interface methods (pushByKey, popByKey, clearDequeByKey, getCopyOfDequeByKey) in TrpcMDCAdapter
+- **core**: Use reflection to initialize MDC adapter in SLF4J 2.0 compatible way
+- **deps**: Ensure all slf4j dependencies are upgraded to 2.0.17 across all modules
+
+### Compatibility
+
+- **java**: Fully compatible with JDK 17
+- **spring**: Fully compatible with Spring Boot 3.5.0
+- **jakarta**: Aligned with Jakarta EE 10
+
 ## v1.1.0 (2023-12-20)
 
 ### Features
diff --git a/trpc-code-generator/pom.xml b/trpc-code-generator/pom.xml
index 4402725d42..1c996b247b 100644
--- a/trpc-code-generator/pom.xml
+++ b/trpc-code-generator/pom.xml
@@ -26,7 +26,7 @@
             <exclusions>
                 <exclusion>
                     <groupId>org.apache.logging.log4j</groupId>
-                    <artifactId>log4j-slf4j-impl</artifactId>
+                    <artifactId>log4j-slf4j2-impl</artifactId>
                 </exclusion>
             </exclusions>
         </dependency>
diff --git a/trpc-core/pom.xml b/trpc-core/pom.xml
index 362168d06d..9d4f20b70c 100644
--- a/trpc-core/pom.xml
+++ b/trpc-core/pom.xml
@@ -50,7 +50,7 @@
         </dependency>
         <dependency>
             <groupId>org.apache.logging.log4j</groupId>
-            <artifactId>log4j-slf4j-impl</artifactId>
+            <artifactId>log4j-slf4j2-impl</artifactId>
             <exclusions>
                 <exclusion>
                     <groupId>org.slf4j</groupId>
diff --git a/trpc-core/src/main/java/org/slf4j/TrpcMDCAdapter.java b/trpc-core/src/main/java/org/slf4j/TrpcMDCAdapter.java
index a93137b7ef..8b76ddcccc 100644
--- a/trpc-core/src/main/java/org/slf4j/TrpcMDCAdapter.java
+++ b/trpc-core/src/main/java/org/slf4j/TrpcMDCAdapter.java
@@ -13,6 +13,8 @@
 
 import com.alibaba.ttl.TransmittableThreadLocal;
 import com.tencent.trpc.core.utils.StringUtils;
+import java.util.Deque;
+import java.lang.reflect.Field;
 import java.util.HashMap;
 import java.util.Map;
 import java.util.Objects;
@@ -47,7 +49,15 @@ public class TrpcMDCAdapter implements MDCAdapter {
 
     static {
         mtcMDCAdapter = new TrpcMDCAdapter();
-        MDC.mdcAdapter = mtcMDCAdapter;
+        try {
+            // In SLF4J 2.0, MDC.mdcAdapter is no longer directly accessible
+            // We need to use reflection to set it
+            Field field = MDC.class.getDeclaredField("mdcAdapter");
+            field.setAccessible(true);
+            field.set(null, mtcMDCAdapter);
+        } catch (Exception e) {
+            throw new RuntimeException("Failed to initialize TrpcMDCAdapter", e);
+        }
     }
 
     public static MDCAdapter init() {
@@ -143,9 +153,9 @@ public Map<String, String> getCopyOfContextMap() {
 
     @SuppressWarnings("unchecked")
     @Override
-    public void setContextMap(Map contextMap) {
+    public void setContextMap(Map<String, String> contextMap) {
         lastOperation.set(WRITE_OPERATION);
-        Map<String, String> newMap = new ConcurrentHashMap<String, String>(contextMap);
+        Map<String, String> newMap = new ConcurrentHashMap<>(contextMap);
         // the newMap replaces the old one for serialisation's sake
         copyOnInheritThreadLocal.set(newMap);
     }
@@ -178,4 +188,77 @@ private Map<String, String> duplicateAndInsertNewMap(Map<String, String> oldMap)
         return newMap;
     }
 
+    /**
+     * Push a context value as identified with the key parameter into the current thread's context map.
+     * This is a SLF4J 2.0 new method for supporting MDC stack operations.
+     *
+     * @param key   the key
+     * @param value the value to push
+     * @throws NullPointerException in case the "key" parameter is null
+     */
+    @Override
+    public void pushByKey(String key, String value) {
+        Objects.requireNonNull(key, "key cannot be null");
+        Map<String, String> oldMap = copyOnInheritThreadLocal.get();
+        Integer lastOp = getAndSetLastOperation();
+        if (wasLastOpReadOrNull(lastOp) || oldMap == null) {
+            Map<String, String> newMap = duplicateAndInsertNewMap(oldMap);
+            newMap.put(key, value);
+        } else {
+            oldMap.put(key, value);
+        }
+    }
+
+    /**
+     * Pop the context identified by key parameter from the current thread's context map.
+     * This is a SLF4J 2.0 new method for supporting MDC stack operations.
+     *
+     * @param key the key
+     * @return the value removed, or null if there was no value for the key
+     * @throws NullPointerException in case the "key" parameter is null
+     */
+    @Override
+    public String popByKey(String key) {
+        Objects.requireNonNull(key, "key cannot be null");
+        Map<String, String> oldMap = copyOnInheritThreadLocal.get();
+        if (oldMap == null) {
+            return null;
+        }
+        Integer lastOp = getAndSetLastOperation();
+        if (wasLastOpReadOrNull(lastOp)) {
+            Map<String, String> newMap = duplicateAndInsertNewMap(oldMap);
+            return newMap.remove(key);
+        } else {
+            return oldMap.remove(key);
+        }
+    }
+
+    /**
+     * Clear all the entries in the deque identified by the key parameter.
+     * This is a SLF4J 2.0.7+ new method for clearing MDC stacks.
+     *
+     * @param key the key
+     * @throws NullPointerException in case the "key" parameter is null
+     */
+    @Override
+    public void clearDequeByKey(String key) {
+        Objects.requireNonNull(key, "key cannot be null");
+        remove(key);
+    }
+
+    /**
+     * Get a copy of the deque identified by the key parameter.
+     * This is a SLF4J 2.0 new method for supporting MDC stack operations.
+     * Since our implementation uses a simple Map, we return null to indicate no deque.
+     *
+     * @param key the key
+     * @return null (this implementation does not support deques)
+     */
+    @Override
+    public Deque<String> getCopyOfDequeByKey(String key) {
+        // This implementation uses a simple Map structure, not Deque
+        // Return null to indicate no deque exists for the key
+        return null;
+    }
+
 }
\ No newline at end of file
diff --git a/trpc-dependencies/trpc-dependencies-bom/pom.xml b/trpc-dependencies/trpc-dependencies-bom/pom.xml
index 2372502aa2..23680a84a0 100644
--- a/trpc-dependencies/trpc-dependencies-bom/pom.xml
+++ b/trpc-dependencies/trpc-dependencies-bom/pom.xml
@@ -103,7 +103,7 @@
         <javassist.version>3.28.0-GA</javassist.version>
         <javax.servlet-api.version>3.1.0</javax.servlet-api.version>
         <jsr305.version>3.0.2</jsr305.version>
-        <logback.version>1.2.13</logback.version>
+        <logback.version>1.4.14</logback.version>
         <logging.log4j.version>2.24.3</logging.log4j.version>
         <log4j2.ttl.thread.context.map.version>1.3.3</log4j2.ttl.thread.context.map.version>
         <maven.gpg.version>3.1.0</maven.gpg.version>
@@ -137,7 +137,7 @@
 
         <sentinel-transport-simple-http.version>1.8.6</sentinel-transport-simple-http.version>
         <sentinel.version>1.8.6</sentinel.version>
-        <slf4j.version>1.7.36</slf4j.version>
+        <slf4j.version>2.0.17</slf4j.version>
         <snakeyaml.version>2.0</snakeyaml.version>
         <snappy.version>1.1.10.4</snappy.version>
         <spring.version>6.2.7</spring.version>
diff --git a/trpc-logger/trpc-logger-admin/pom.xml b/trpc-logger/trpc-logger-admin/pom.xml
index 048baa3be9..30f0ff605c 100644
--- a/trpc-logger/trpc-logger-admin/pom.xml
+++ b/trpc-logger/trpc-logger-admin/pom.xml
@@ -30,7 +30,7 @@
         </dependency>
         <dependency>
             <groupId>org.apache.logging.log4j</groupId>
-            <artifactId>log4j-slf4j-impl</artifactId>
+            <artifactId>log4j-slf4j2-impl</artifactId>
         </dependency>
         <dependency>
             <groupId>ch.qos.logback</groupId>
diff --git a/trpc-spring-boot-starters/trpc-spring-boot-starter/pom.xml b/trpc-spring-boot-starters/trpc-spring-boot-starter/pom.xml
index 064cebf9a9..d44e63f2b3 100644
--- a/trpc-spring-boot-starters/trpc-spring-boot-starter/pom.xml
+++ b/trpc-spring-boot-starters/trpc-spring-boot-starter/pom.xml
@@ -27,7 +27,7 @@
                     <artifactId>slf4j-log4j12</artifactId>
                 </exclusion>
                 <exclusion>
-                    <artifactId>log4j-slf4j-impl</artifactId>
+                    <artifactId>log4j-slf4j2-impl</artifactId>
                     <groupId>org.apache.logging.log4j</groupId>
                 </exclusion>
                 <exclusion>