diff --git a/agentscope-core/src/main/java/io/agentscope/core/agent/Agent.java b/agentscope-core/src/main/java/io/agentscope/core/agent/Agent.java
index d4840bf4b..913b1b103 100644
--- a/agentscope-core/src/main/java/io/agentscope/core/agent/Agent.java
+++ b/agentscope-core/src/main/java/io/agentscope/core/agent/Agent.java
@@ -16,6 +16,7 @@
 package io.agentscope.core.agent;
 
 import io.agentscope.core.message.Msg;
+import java.util.Map;
 
 /**
  * Complete agent interface combining all capabilities.
@@ -63,6 +64,13 @@ default String getDescription() {
         return "Agent(" + getAgentId() + ") " + getName();
     }
 
+    /**
+     * Get the agent context for passing custom data across hooks and the execution lifecycle.
+     *
+     * @return Mutable context map
+     */
+    Map<String, Object> getContext();
+
     /**
      * Interrupt the current agent execution.
      * This method sets an interrupt flag that will be checked by the agent at appropriate
diff --git a/agentscope-core/src/main/java/io/agentscope/core/agent/AgentBase.java b/agentscope-core/src/main/java/io/agentscope/core/agent/AgentBase.java
index 96935570c..951fa5b04 100644
--- a/agentscope-core/src/main/java/io/agentscope/core/agent/AgentBase.java
+++ b/agentscope-core/src/main/java/io/agentscope/core/agent/AgentBase.java
@@ -108,6 +108,8 @@ public abstract class AgentBase implements StateModule, Agent {
     private final AtomicReference<InterruptSource> interruptSource =
             new AtomicReference<>(InterruptSource.USER);
 
+    private final Map<String, Object> context;
+
     /**
      * Constructor for AgentBase.
      *
@@ -143,6 +145,8 @@ public AgentBase(String name, String description, boolean checkRunning, List<Hoo
         this.hooks = new CopyOnWriteArrayList<>(hooks != null ? hooks : List.of());
         this.hooks.addAll(systemHooks);
         sortHooks();
+
+        this.context = new ConcurrentHashMap<>();
     }
 
     @Override
@@ -155,6 +159,11 @@ public final String getName() {
         return name;
     }
 
+    @Override
+    public final Map<String, Object> getContext() {
+        return context;
+    }
+
     @Override
     public final String getDescription() {
         return description != null ? description : Agent.super.getDescription();
diff --git a/agentscope-core/src/test/java/io/agentscope/core/agent/AgentBaseTest.java b/agentscope-core/src/test/java/io/agentscope/core/agent/AgentBaseTest.java
index b375c9d2e..089c77e63 100644
--- a/agentscope-core/src/test/java/io/agentscope/core/agent/AgentBaseTest.java
+++ b/agentscope-core/src/test/java/io/agentscope/core/agent/AgentBaseTest.java
@@ -308,6 +308,22 @@ void testCheckRunningEnabled_ThrowsExceptionOnConcurrentCall() throws Interrupte
         firstCallThread.join(2000);
     }
 
+    @Test
+    @DisplayName("Should provide a mutable context map")
+    void testGetContext() {
+        // Context should be non-null and initially empty
+        assertNotNull(agent.getContext(), "Context should not be null");
+        assertTrue(agent.getContext().isEmpty(), "Context should be initially empty");
+
+        // Should support put and get
+        agent.getContext().put("key", "value");
+        assertEquals("value", agent.getContext().get("key"));
+
+        // Each agent instance should have its own context
+        TestAgent agent2 = new TestAgent("Agent2");
+        assertTrue(agent2.getContext().isEmpty(), "New agent context should be empty");
+    }
+
     @Test
     @DisplayName("Should allow concurrent calls when checkRunning is disabled")
     void testCheckRunningDisabled_AllowsConcurrentCall() throws InterruptedException {
diff --git a/agentscope-core/src/test/java/io/agentscope/core/hook/recorder/JsonlTraceExporterTest.java b/agentscope-core/src/test/java/io/agentscope/core/hook/recorder/JsonlTraceExporterTest.java
index 68b805621..4ca601695 100644
--- a/agentscope-core/src/test/java/io/agentscope/core/hook/recorder/JsonlTraceExporterTest.java
+++ b/agentscope-core/src/test/java/io/agentscope/core/hook/recorder/JsonlTraceExporterTest.java
@@ -60,6 +60,7 @@
 import java.util.List;
 import java.util.Map;
 import java.util.Set;
+import java.util.concurrent.ConcurrentHashMap;
 import java.util.concurrent.ConcurrentLinkedQueue;
 import java.util.concurrent.CountDownLatch;
 import java.util.concurrent.ExecutorService;
@@ -396,6 +397,7 @@ private static Map<String, Object> findByEventType(
     private static final class TestAgent implements Agent {
         private final String agentId;
         private final String name;
+        private final Map<String, Object> context = new ConcurrentHashMap<>();
 
         private TestAgent(String agentId, String name) {
             this.agentId = agentId;
@@ -412,6 +414,11 @@ public String getName() {
             return name;
         }
 
+        @Override
+        public Map<String, Object> getContext() {
+            return context;
+        }
+
         @Override
         public void interrupt() {}