diff --git a/gradle/libs.versions.toml b/gradle/libs.versions.toml
index cbcb3b210..abb4feb9f 100644
--- a/gradle/libs.versions.toml
+++ b/gradle/libs.versions.toml
@@ -2,9 +2,7 @@
 kotlin = "2.2.0"
 dokka = "2.0.0"
 openapi-generator = "7.14.0"
-jupyter-api = "0.12.0-398"
-jupyter-testkit = "0.12.0-398"
-jupyter-plugin = "0.12.0-398"
+jupyter = "0.12.0-398"
 okio = "3.16.0"
 moshi = "1.15.2"
 okhttp = "5.1.0"
@@ -26,8 +24,8 @@ retrofit-converter-moshi = { module = "com.squareup.retrofit2:converter-moshi",
 retrofit-converter-scalars = { module = "com.squareup.retrofit2:converter-scalars", version.ref = "retrofit" }
 kotlin-coroutines = { module = "org.jetbrains.kotlinx:kotlinx-coroutines-core", version.ref = "kotlin-coroutines" }
 kotlin-coroutines-test = { module = "org.jetbrains.kotlinx:kotlinx-coroutines-test", version.ref = "kotlin-coroutines" }
-kotlin-jupyter-api = { module = "org.jetbrains.kotlinx:kotlin-jupyter-api", version.ref = "jupyter-api" }
-kotlin-jupyter-testkit = { module = "org.jetbrains.kotlinx:kotlin-jupyter-test-kit", version.ref = "jupyter-testkit" }
+kotlin-jupyter-api = { module = "org.jetbrains.kotlinx:kotlin-jupyter-api", version.ref = "jupyter" }
+kotlin-jupyter-testkit = { module = "org.jetbrains.kotlinx:kotlin-jupyter-test-kit", version.ref = "jupyter" }
 kotlin-binary-compatibility-validator-plugin = { module = "org.jetbrains.kotlinx:binary-compatibility-validator", version.ref = "kotlin-binary-compatibility-validator" }
 kotlin-plugin = { module = "org.jetbrains.kotlin:kotlin-gradle-plugin", version.ref = "kotlin" }
 dokka-plugin = { module = "org.jetbrains.dokka:dokka-gradle-plugin", version.ref = "dokka" }
@@ -35,6 +33,3 @@ openapi-generator-plugin = { module = "org.openapitools:openapi-generator-gradle
 slf4j-api = { module = "org.slf4j:slf4j-api", version.ref = "slf4j" }
 slf4j-simple = { module = "org.slf4j:slf4j-simple", version.ref = "slf4j" }
 guava = { module = "com.google.guava:guava", version.ref = "guava" }
-
-[plugins]
-kotlin-jupyter = { id = "org.jetbrains.kotlin.jupyter.api", version.ref = "jupyter-plugin" }
diff --git a/library/api/library.api b/library/api/library.api
index 7ac387327..e8fc8f4c3 100644
--- a/library/api/library.api
+++ b/library/api/library.api
@@ -300,9 +300,32 @@ public final class com/gabrielfeo/develocity/api/internal/infrastructure/UUIDAda
 	public final fun toJson (Ljava/util/UUID;)Ljava/lang/String;
 }
 
-public final class com/gabrielfeo/develocity/api/internal/jupyter/DevelocityApiJupyterIntegration : org/jetbrains/kotlinx/jupyter/api/libraries/JupyterIntegration {
+public final class com/gabrielfeo/develocity/api/internal/jupyter/DevelocityApiJupyterIntegration : org/jetbrains/kotlinx/jupyter/api/libraries/LibraryDefinition {
 	public fun <init> ()V
-	public fun onLoaded (Lorg/jetbrains/kotlinx/jupyter/api/libraries/JupyterIntegration$Builder;)V
+	public fun getAfterCellExecution ()Ljava/util/List;
+	public fun getClassAnnotations ()Ljava/util/List;
+	public fun getCodePreprocessors ()Ljava/util/List;
+	public fun getColorSchemeChangedCallbacks ()Ljava/util/List;
+	public fun getConverters ()Ljava/util/List;
+	public fun getDependencies ()Ljava/util/List;
+	public fun getDescription ()Ljava/lang/String;
+	public fun getFileAnnotations ()Ljava/util/List;
+	public fun getImports ()Ljava/util/List;
+	public fun getInit ()Ljava/util/List;
+	public fun getInitCell ()Ljava/util/List;
+	public fun getIntegrationTypeNameRules ()Ljava/util/List;
+	public fun getInternalVariablesMarkers ()Ljava/util/List;
+	public fun getInterruptionCallbacks ()Ljava/util/List;
+	public fun getMinKernelVersion ()Lorg/jetbrains/kotlinx/jupyter/api/KotlinKernelVersion;
+	public fun getOptions ()Ljava/util/Map;
+	public fun getOriginalDescriptorText ()Ljava/lang/String;
+	public fun getRenderers ()Ljava/util/List;
+	public fun getRepositories ()Ljava/util/List;
+	public fun getResources ()Ljava/util/List;
+	public fun getShutdown ()Ljava/util/List;
+	public fun getTextRenderers ()Ljava/util/List;
+	public fun getThrowableRenderers ()Ljava/util/List;
+	public fun getWebsite ()Ljava/lang/String;
 }
 
 public final class com/gabrielfeo/develocity/api/model/ApiProblem {
diff --git a/library/build.gradle.kts b/library/build.gradle.kts
index 3f15abe21..be9e0e015 100644
--- a/library/build.gradle.kts
+++ b/library/build.gradle.kts
@@ -1,4 +1,3 @@
-import org.jetbrains.kotlin.gradle.dsl.JvmTarget
 import org.jetbrains.kotlin.gradle.dsl.KotlinVersion
 import org.jetbrains.kotlin.gradle.tasks.KotlinCompile
 
@@ -7,13 +6,6 @@ plugins {
     id("com.gabrielfeo.develocity-api-code-generation")
     id("com.gabrielfeo.integration-test-suite")
     id("com.gabrielfeo.examples-test-suite")
-    alias(libs.plugins.kotlin.jupyter)
-}
-
-tasks.processJupyterApiResources {
-    libraryProducers = listOf(
-        "com.gabrielfeo.develocity.api.internal.jupyter.DevelocityApiJupyterIntegration",
-    )
 }
 
 // Order matters as this library is used as a Kotlin Jupyter kernel dependency (see #440)
diff --git a/library/src/main/kotlin/com/gabrielfeo/develocity/api/internal/jupyter/DevelocityApiJupyterIntegration.kt b/library/src/main/kotlin/com/gabrielfeo/develocity/api/internal/jupyter/DevelocityApiJupyterIntegration.kt
index 59aeeb4b2..249e5542b 100644
--- a/library/src/main/kotlin/com/gabrielfeo/develocity/api/internal/jupyter/DevelocityApiJupyterIntegration.kt
+++ b/library/src/main/kotlin/com/gabrielfeo/develocity/api/internal/jupyter/DevelocityApiJupyterIntegration.kt
@@ -1,13 +1,16 @@
 package com.gabrielfeo.develocity.api.internal.jupyter
 
-import org.jetbrains.kotlinx.jupyter.api.libraries.JupyterIntegration
+import org.jetbrains.kotlinx.jupyter.api.KotlinKernelVersion
+import org.jetbrains.kotlinx.jupyter.api.libraries.LibraryDefinition
 
 @Suppress("unused")
-class DevelocityApiJupyterIntegration : JupyterIntegration() {
+class DevelocityApiJupyterIntegration : LibraryDefinition {
 
-    override fun Builder.onLoaded() {
-        import("com.gabrielfeo.develocity.api.*")
-        import("com.gabrielfeo.develocity.api.model.*")
-        import("com.gabrielfeo.develocity.api.extension.*")
-    }
+    override val minKernelVersion = KotlinKernelVersion.from("0.12.0.217")
+
+    override val imports = listOf(
+        "com.gabrielfeo.develocity.api.*",
+        "com.gabrielfeo.develocity.api.model.*",
+        "com.gabrielfeo.develocity.api.extension.*",
+    )
 }
diff --git a/library/src/main/resources/META-INF/kotlin-jupyter-libraries/libraries.json b/library/src/main/resources/META-INF/kotlin-jupyter-libraries/libraries.json
new file mode 100644
index 000000000..816b9bf3d
--- /dev/null
+++ b/library/src/main/resources/META-INF/kotlin-jupyter-libraries/libraries.json
@@ -0,0 +1,8 @@
+{
+  "producers": [],
+  "definitions": [
+    {
+      "fqn": "com.gabrielfeo.develocity.api.internal.jupyter.DevelocityApiJupyterIntegration"
+    }
+  ]
+}