diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml
index dde005df..2e6fdf43 100644
--- a/.github/workflows/build.yml
+++ b/.github/workflows/build.yml
@@ -86,7 +86,7 @@ jobs:
 
       # Run tests
       - name: Run Tests
-        run: ./gradlew test jacocoTestReport --info
+        run: ./gradlew check
 
       # Collect Tests Result of failed tests
       - name: Collect Tests Result
@@ -96,6 +96,13 @@ jobs:
           name: tests-result
           path: ${{ github.workspace }}/build/reports/tests
 
+      # Upload Kover report to CodeCov
+      - name: Upload Code Coverage Report
+        uses: codecov/codecov-action@v3
+        with:
+          files: ${{ github.workspace }}/build/reports/kover/xml/report.xml
+          fail_ci_if_error: true
+
       # Cache Plugin Verifier IDEs
       - name: Setup Plugin Verifier IDEs Cache
         uses: actions/cache@v3.0.11
@@ -151,13 +158,6 @@ jobs:
           cp CHANGELOG.md docs
           mkdocs build --verbose --clean --strict
 
-      - name: Upload Coverage to Codecov
-        uses: codecov/codecov-action@v3.1.1
-        with:
-          token: ${{ secrets.CODECOV_TOKEN }}
-          file: ./build/reports/jacoco/test/jacocoTestReport.xml
-          flags: unittests
-          fail_ci_if_error: true
 
   # Prepare a draft release for GitHub Releases page for the manual verification
   # If accepted and published, release workflow would be triggered
@@ -194,4 +194,4 @@ jobs:
             --notes "$(cat << 'EOM'
           ${{ needs.build.outputs.changelog }}
           EOM
-          )"
\ No newline at end of file
+          )"
diff --git a/build.gradle.kts b/build.gradle.kts
index 7de2eb81..4c741ede 100644
--- a/build.gradle.kts
+++ b/build.gradle.kts
@@ -11,7 +11,8 @@ plugins {
     id("org.jetbrains.changelog") version "1.3.1"
     // Gradle Qodana Plugin
     id("org.jetbrains.qodana") version "0.1.13"
-    jacoco
+    // Gradle Kover Plugin
+    id("org.jetbrains.kotlinx.kover") version "0.6.0"
 }
 
 group = properties("pluginGroup")
@@ -53,6 +54,11 @@ qodana {
     showReport.set(System.getenv("QODANA_SHOW_REPORT")?.toBoolean() ?: false)
 }
 
+// Configure Gradle Kover Plugin - read more: https://github.com/Kotlin/kotlinx-kover#configuration
+kover.xmlReport {
+    onCheck.set(true)
+}
+
 tasks {
     wrapper {
         gradleVersion = properties("gradleVersion")
@@ -84,13 +90,6 @@ tasks {
         })
     }
 
-    jacocoTestReport {
-        reports {
-            xml.required.set(true)
-            html.required.set(true)
-        }
-    }
-
     // Configure UI tests plugin
     // Read more: https://github.com/JetBrains/intellij-ui-test-robot
     runIdeForUiTests {