diff --git a/axhub-tool-core/src/main/java/io/shinhanlife/axhub/biz/mcp/sample/dto/SampleAiReqDto.java b/axhub-tool-core/src/main/java/io/shinhanlife/axhub/biz/mcp/sample/dto/SampleAiReqDto.java
new file mode 100644
index 0000000..c95b4d2
--- /dev/null
+++ b/axhub-tool-core/src/main/java/io/shinhanlife/axhub/biz/mcp/sample/dto/SampleAiReqDto.java
@@ -0,0 +1,25 @@
+package io.shinhanlife.axhub.biz.mcp.sample.dto;
+
+import lombok.Builder;
+import lombok.Getter;
+import lombok.ToString;
+
+@Getter
+@Builder
+@ToString
+public class SampleAiReqDto {
+    /**
+     * AI Agent가 전달하는 자연어 기반의 고객 식별자
+     */
+    private String userId;
+
+    /**
+     * AI Agent가 판별한 액션 유형
+     */
+    private String actionType;
+
+    /**
+     * AI Agent가 추출한 부가 정보
+     */
+    private String extraInfo;
+}
diff --git a/axhub-tool-core/src/main/java/io/shinhanlife/axhub/biz/mcp/sample/mapper/SampleMciMapper.java b/axhub-tool-core/src/main/java/io/shinhanlife/axhub/biz/mcp/sample/mapper/SampleMciMapper.java
new file mode 100644
index 0000000..b3cbae0
--- /dev/null
+++ b/axhub-tool-core/src/main/java/io/shinhanlife/axhub/biz/mcp/sample/mapper/SampleMciMapper.java
@@ -0,0 +1,19 @@
+package io.shinhanlife.axhub.biz.mcp.sample.mapper;
+
+import io.shinhanlife.axhub.biz.mcp.sample.dto.SampleAiReqDto;
+import io.shinhanlife.axhub.biz.mcp.sample.dto.SampleMciReqDto;
+import org.mapstruct.Mapper;
+import org.mapstruct.Mapping;
+
+@Mapper(componentModel = "spring")
+public interface SampleMciMapper {
+
+    /**
+     * AI Agent의 DTO를 MCI 통신용 DTO로 변환합니다.
+     * 필드명이 달라도 @Mapping 어노테이션으로 손쉽게 연결할 수 있습니다.
+     */
+    @Mapping(source = "userId", target = "customerId")
+    @Mapping(source = "actionType", target = "interfaceId")
+    @Mapping(source = "extraInfo", target = "requestDetails")
+    SampleMciReqDto toMciReq(SampleAiReqDto aiReq);
+}
diff --git a/build.gradle b/build.gradle
index 9f0db90..855605a 100644
--- a/build.gradle
+++ b/build.gradle
@@ -30,6 +30,8 @@ subprojects {
     dependencies {
         compileOnly 'org.projectlombok:lombok:1.18.32'
         annotationProcessor 'org.projectlombok:lombok:1.18.32'
+        implementation 'org.mapstruct:mapstruct:1.5.5.Final'
+        annotationProcessor 'org.mapstruct:mapstruct-processor:1.5.5.Final'
         testImplementation 'org.springframework.boot:spring-boot-starter-test'
     }
 
@@ -37,4 +39,8 @@ subprojects {
         options.compilerArgs << '-parameters'
         options.compilerArgs << '-Amapstruct.defaultComponentModel=spring'
     }
+
+    tasks.withType(Test) {
+        useJUnitPlatform()
+    }
 }