diff --git a/apm-sniffer/bootstrap-plugins/jdk-threading-plugin/src/main/java/org/apache/skywalking/apm/plugin/jdk/threading/ThreadPoolExecutorInvokeInterceptor.java b/apm-sniffer/bootstrap-plugins/jdk-threading-plugin/src/main/java/org/apache/skywalking/apm/plugin/jdk/threading/ThreadPoolExecutorInvokeInterceptor.java
new file mode 100644
index 0000000000..b666cf04f9
--- /dev/null
+++ b/apm-sniffer/bootstrap-plugins/jdk-threading-plugin/src/main/java/org/apache/skywalking/apm/plugin/jdk/threading/ThreadPoolExecutorInvokeInterceptor.java
@@ -0,0 +1,112 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to you under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ *
+ */
+
+package org.apache.skywalking.apm.plugin.jdk.threading;
+
+import java.lang.reflect.Method;
+import java.util.ArrayList;
+import java.util.Collection;
+import java.util.List;
+import java.util.concurrent.Callable;
+
+import org.apache.skywalking.apm.agent.core.context.ContextManager;
+import org.apache.skywalking.apm.agent.core.context.ContextSnapshot;
+import org.apache.skywalking.apm.agent.core.plugin.interceptor.enhance.EnhancedInstance;
+import org.apache.skywalking.apm.agent.core.plugin.interceptor.enhance.InstanceMethodsAroundInterceptor;
+import org.apache.skywalking.apm.agent.core.plugin.interceptor.enhance.MethodInterceptResult;
+
+/**
+ * Interceptor for ThreadPoolExecutor.invokeAll() and invokeAny() methods.
+ *
+ * <p>These methods wrap the original Callable tasks in RunnableFuture, which causes
+ * the tracing context to be lost. This interceptor captures the active context before
+ * the method call and wraps each Callable to restore the context when executed.</p>
+ */
+public class ThreadPoolExecutorInvokeInterceptor implements InstanceMethodsAroundInterceptor {
+
+    @Override
+    public void beforeMethod(final EnhancedInstance objInst, final Method method, final Object[] allArguments,
+        final Class<?>[] argumentsTypes, final MethodInterceptResult result) {
+
+        if (allArguments.length == 0) {
+            return;
+        }
+
+        // Get the Callable collection (first argument)
+        Object arg = allArguments[0];
+        if (!(arg instanceof Collection)) {
+            return;
+        }
+
+        Collection<?> callables = (Collection<?>) arg;
+        if (callables.isEmpty()) {
+            return;
+        }
+
+        // Capture the current tracing context
+        ContextSnapshot snapshot = ContextManager.capture();
+
+        // Wrap each Callable to restore the tracing context
+        List<Callable<?>> wrappedCallables = new ArrayList<>(callables.size());
+        for (Object callable : callables) {
+            if (callable instanceof Callable) {
+                wrappedCallables.add(new ContextRestoringCallable<>((Callable<?>) callable, snapshot));
+            } else {
+                wrappedCallables.add((Callable<?>) callable);
+            }
+        }
+
+        // Replace the original argument with wrapped callables
+        allArguments[0] = wrappedCallables;
+    }
+
+    @Override
+    public Object afterMethod(final EnhancedInstance objInst, final Method method, final Object[] allArguments,
+        final Class<?>[] argumentsTypes, final Object ret) {
+        return ret;
+    }
+
+    @Override
+    public void handleMethodException(final EnhancedInstance objInst, final Method method, final Object[] allArguments,
+        final Class<?>[] argumentsTypes, final Throwable t) {
+        // No special handling needed
+    }
+
+    /**
+     * A Callable wrapper that restores the tracing context before execution.
+     */
+    private static class ContextRestoringCallable<T> implements Callable<T> {
+        private final Callable<T> delegate;
+        private final ContextSnapshot snapshot;
+
+        ContextRestoringCallable(Callable<T> delegate, ContextSnapshot snapshot) {
+            this.delegate = delegate;
+            this.snapshot = snapshot;
+        }
+
+        @Override
+        public T call() throws Exception {
+            ContextManager.continued(snapshot);
+            try {
+                return delegate.call();
+            } finally {
+                ContextManager.stopSpan();
+            }
+        }
+    }
+}
diff --git a/apm-sniffer/bootstrap-plugins/jdk-threading-plugin/src/main/java/org/apache/skywalking/apm/plugin/jdk/threading/define/ThreadPoolExecutorInstrumentation.java b/apm-sniffer/bootstrap-plugins/jdk-threading-plugin/src/main/java/org/apache/skywalking/apm/plugin/jdk/threading/define/ThreadPoolExecutorInstrumentation.java
new file mode 100644
index 0000000000..3828ce652d
--- /dev/null
+++ b/apm-sniffer/bootstrap-plugins/jdk-threading-plugin/src/main/java/org/apache/skywalking/apm/plugin/jdk/threading/define/ThreadPoolExecutorInstrumentation.java
@@ -0,0 +1,141 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to you under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ *
+ */
+
+package org.apache.skywalking.apm.plugin.jdk.threading.define;
+
+import net.bytebuddy.description.method.MethodDescription;
+import net.bytebuddy.matcher.ElementMatcher;
+import org.apache.skywalking.apm.agent.core.plugin.interceptor.ConstructorInterceptPoint;
+import org.apache.skywalking.apm.agent.core.plugin.interceptor.InstanceMethodsInterceptPoint;
+import org.apache.skywalking.apm.agent.core.plugin.interceptor.StaticMethodsInterceptPoint;
+import org.apache.skywalking.apm.agent.core.plugin.interceptor.enhance.ClassEnhancePluginDefine;
+import org.apache.skywalking.apm.agent.core.plugin.match.ClassMatch;
+
+import static net.bytebuddy.matcher.ElementMatchers.named;
+import static net.bytebuddy.matcher.ElementMatchers.takesArguments;
+import static org.apache.skywalking.apm.agent.core.plugin.match.NameMatch.byName;
+
+/**
+ * Instrumentation for ThreadPoolExecutor to intercept invokeAll and invokeAny methods.
+ *
+ * <p>These methods wrap original Callable tasks in RunnableFuture, causing tracing context
+ * to be lost. This interceptor captures the active context and wraps each Callable to restore
+ * the context when executed.</p>
+ */
+public class ThreadPoolExecutorInstrumentation extends ClassEnhancePluginDefine {
+
+    private static final String THREAD_POOL_EXECUTOR_CLASS = "java.util.concurrent.ThreadPoolExecutor";
+
+    private static final String INVOKE_ALL_METHOD = "invokeAll";
+    private static final String INVOKE_ANY_METHOD = "invokeAny";
+    private static final String INTERCEPTOR_CLASS = "org.apache.skywalking.apm.plugin.jdk.threading.ThreadPoolExecutorInvokeInterceptor";
+
+    @Override
+    protected ClassMatch enhanceClass() {
+        return byName(THREAD_POOL_EXECUTOR_CLASS);
+    }
+
+    @Override
+    public ConstructorInterceptPoint[] getConstructorsInterceptPoints() {
+        return new ConstructorInterceptPoint[0];
+    }
+
+    @Override
+    public InstanceMethodsInterceptPoint[] getInstanceMethodsInterceptPoints() {
+        return new InstanceMethodsInterceptPoint[] {
+            // invokeAll(Collection<? extends Callable<T>> tasks)
+            new InstanceMethodsInterceptPoint() {
+                @Override
+                public ElementMatcher<MethodDescription> getMethodsMatcher() {
+                    return named(INVOKE_ALL_METHOD).and(takesArguments(1));
+                }
+
+                @Override
+                public String getMethodsInterceptor() {
+                    return INTERCEPTOR_CLASS;
+                }
+
+                @Override
+                public boolean isOverrideArgs() {
+                    return true;
+                }
+            },
+            // invokeAll(Collection<? extends Callable<T>> tasks, long timeout, TimeUnit unit)
+            new InstanceMethodsInterceptPoint() {
+                @Override
+                public ElementMatcher<MethodDescription> getMethodsMatcher() {
+                    return named(INVOKE_ALL_METHOD).and(takesArguments(3));
+                }
+
+                @Override
+                public String getMethodsInterceptor() {
+                    return INTERCEPTOR_CLASS;
+                }
+
+                @Override
+                public boolean isOverrideArgs() {
+                    return true;
+                }
+            },
+            // invokeAny(Collection<? extends Callable<T>> tasks)
+            new InstanceMethodsInterceptPoint() {
+                @Override
+                public ElementMatcher<MethodDescription> getMethodsMatcher() {
+                    return named(INVOKE_ANY_METHOD).and(takesArguments(1));
+                }
+
+                @Override
+                public String getMethodsInterceptor() {
+                    return INTERCEPTOR_CLASS;
+                }
+
+                @Override
+                public boolean isOverrideArgs() {
+                    return true;
+                }
+            },
+            // invokeAny(Collection<? extends Callable<T>> tasks, long timeout, TimeUnit unit)
+            new InstanceMethodsInterceptPoint() {
+                @Override
+                public ElementMatcher<MethodDescription> getMethodsMatcher() {
+                    return named(INVOKE_ANY_METHOD).and(takesArguments(3));
+                }
+
+                @Override
+                public String getMethodsInterceptor() {
+                    return INTERCEPTOR_CLASS;
+                }
+
+                @Override
+                public boolean isOverrideArgs() {
+                    return true;
+                }
+            }
+        };
+    }
+
+    @Override
+    public StaticMethodsInterceptPoint[] getStaticMethodsInterceptPoints() {
+        return new StaticMethodsInterceptPoint[0];
+    }
+
+    @Override
+    public boolean isBootstrapInstrumentation() {
+        return true;
+    }
+}
diff --git a/apm-sniffer/bootstrap-plugins/jdk-threading-plugin/src/main/resources/skywalking-plugin.def b/apm-sniffer/bootstrap-plugins/jdk-threading-plugin/src/main/resources/skywalking-plugin.def
index 06aaee35e1..7c8aa03838 100644
--- a/apm-sniffer/bootstrap-plugins/jdk-threading-plugin/src/main/resources/skywalking-plugin.def
+++ b/apm-sniffer/bootstrap-plugins/jdk-threading-plugin/src/main/resources/skywalking-plugin.def
@@ -15,4 +15,5 @@
 # limitations under the License.
 
 jdk-threading-plugin=org.apache.skywalking.apm.plugin.jdk.threading.define.RunnableInstrumentation
-jdk-threading-plugin=org.apache.skywalking.apm.plugin.jdk.threading.define.CallableInstrumentation
\ No newline at end of file
+jdk-threading-plugin=org.apache.skywalking.apm.plugin.jdk.threading.define.CallableInstrumentation
+jdk-threading-plugin=org.apache.skywalking.apm.plugin.jdk.threading.define.ThreadPoolExecutorInstrumentation
\ No newline at end of file