diff --git a/Jenkinsfile b/Jenkinsfile
index 759f02d..e6b490b 100644
--- a/Jenkinsfile
+++ b/Jenkinsfile
@@ -80,6 +80,21 @@ pipeline {
                             """
                         }
                     }
+                }
+
+                stage('Type Checking') {
+                    steps {
+                        script {
+                            echo 'Running type checking with mypy...'
+                            sh """
+                                . ${VENV_NAME}/bin/activate
+                                export PYTHONPATH=\${PWD}:\$PYTHONPATH
+
+                                # 运行mypy类型检查
+                                mypy --explicit-package-bases services/ entity/ > ${TEST_REPORTS_DIR}/mypy-report.txt || true
+                            """
+                        }
+                    }
                     post {
                         always {
                             // 发布lint报告
@@ -88,27 +103,13 @@ pipeline {
                                 alwaysLinkToLastBuild: true,
                                 keepAll: true,
                                 reportDir: TEST_REPORTS_DIR,
-                                reportFiles: 'flake8-report.txt,black-report.txt',
+                                reportFiles: 'flake8-report.txt,black-report.txt,mypy-report.txt',
                                 reportName: 'Code Quality Report'
                             ])
                         }
                     }
                 }
 
-                stage('Type Checking') {
-                    steps {
-                        script {
-                            echo 'Running type checking...'
-                            sh """
-                                . ${VENV_NAME}/bin/activate
-                                export PYTHONPATH=\${PWD}:\$PYTHONPATH
-
-                                # 运行mypy类型检查
-                                mypy entity/ services/ --html-report ${TEST_REPORTS_DIR}/mypy-html --txt-report ${TEST_REPORTS_DIR}/mypy-txt || true
-                            """
-                        }
-                    }
-                }
             }
         }
 
diff --git a/mypy.ini b/mypy.ini
index 0c5bc83..91c7d88 100644
--- a/mypy.ini
+++ b/mypy.ini
@@ -16,8 +16,8 @@ namespace_packages = True
 explicit_package_bases = True
 show_error_codes = True
 
-# Exclude duplicate modules and legacy code
-exclude = biz/ffmpeg\.py
+# Exclude tests code
+exclude = tests/
 
 # Ignore missing type annotations for third-party libraries
 [mypy-requests.*]