diff --git a/spring-data-mongodb/src/main/java/org/springframework/data/mongodb/config/MongoJmxParser.java b/spring-data-mongodb/src/main/java/org/springframework/data/mongodb/config/MongoJmxParser.java
index 07e9aace0..af1ffbbb0 100644
--- a/spring-data-mongodb/src/main/java/org/springframework/data/mongodb/config/MongoJmxParser.java
+++ b/spring-data-mongodb/src/main/java/org/springframework/data/mongodb/config/MongoJmxParser.java
@@ -32,7 +32,9 @@ import org.w3c.dom.Element;
  * @author John Brisbin
  * @author Oliver Gierke
  * @author Christoph Strobl
+ * @deprecated since 4.5
  */
+@Deprecated(since = "4.5", forRemoval = true)
 public class MongoJmxParser implements BeanDefinitionParser {
 
 	public BeanDefinition parse(Element element, ParserContext parserContext) {
diff --git a/spring-data-mongodb/src/main/java/org/springframework/data/mongodb/core/MongoAdmin.java b/spring-data-mongodb/src/main/java/org/springframework/data/mongodb/core/MongoAdmin.java
index a5c380f68..5fcc6c959 100644
--- a/spring-data-mongodb/src/main/java/org/springframework/data/mongodb/core/MongoAdmin.java
+++ b/spring-data-mongodb/src/main/java/org/springframework/data/mongodb/core/MongoAdmin.java
@@ -30,7 +30,9 @@ import com.mongodb.client.MongoDatabase;
  * @author Thomas Darimont
  * @author Mark Paluch
  * @author Christoph Strobl
+ * @deprecated since 4.5
  */
+@Deprecated(since = "4.5", forRemoval = true)
 @ManagedResource(description = "Mongo Admin Operations")
 public class MongoAdmin implements MongoAdminOperations {
 
diff --git a/spring-data-mongodb/src/main/java/org/springframework/data/mongodb/core/MongoAdminOperations.java b/spring-data-mongodb/src/main/java/org/springframework/data/mongodb/core/MongoAdminOperations.java
index 539c6fdca..ec03302f7 100644
--- a/spring-data-mongodb/src/main/java/org/springframework/data/mongodb/core/MongoAdminOperations.java
+++ b/spring-data-mongodb/src/main/java/org/springframework/data/mongodb/core/MongoAdminOperations.java
@@ -21,6 +21,7 @@ import org.springframework.jmx.export.annotation.ManagedOperation;
  * @author Mark Pollack
  * @author Oliver Gierke
  */
+@Deprecated(since = "4.5", forRemoval = true)
 public interface MongoAdminOperations {
 
 	@ManagedOperation
diff --git a/spring-data-mongodb/src/main/java/org/springframework/data/mongodb/monitor/AbstractMonitor.java b/spring-data-mongodb/src/main/java/org/springframework/data/mongodb/monitor/AbstractMonitor.java
index 9572f5370..5ffe37a4a 100644
--- a/spring-data-mongodb/src/main/java/org/springframework/data/mongodb/monitor/AbstractMonitor.java
+++ b/spring-data-mongodb/src/main/java/org/springframework/data/mongodb/monitor/AbstractMonitor.java
@@ -31,7 +31,9 @@ import com.mongodb.connection.ServerDescription;
  * @author Mark Pollack
  * @author Oliver Gierke
  * @author Christoph Strobl
+ * @deprecated since 4.5
  */
+@Deprecated(since = "4.5", forRemoval = true)
 public abstract class AbstractMonitor {
 
 	private final MongoClient mongoClient;
diff --git a/spring-data-mongodb/src/main/java/org/springframework/data/mongodb/monitor/AssertMetrics.java b/spring-data-mongodb/src/main/java/org/springframework/data/mongodb/monitor/AssertMetrics.java
index ec8186e30..15666fa4d 100644
--- a/spring-data-mongodb/src/main/java/org/springframework/data/mongodb/monitor/AssertMetrics.java
+++ b/spring-data-mongodb/src/main/java/org/springframework/data/mongodb/monitor/AssertMetrics.java
@@ -26,7 +26,9 @@ import com.mongodb.client.MongoClient;
  * JMX Metrics for assertions
  *
  * @author Mark Pollack
+ * @deprecated since 4.5
  */
+@Deprecated(since = "4.5", forRemoval = true)
 @ManagedResource(description = "Assertion Metrics")
 public class AssertMetrics extends AbstractMonitor {
 
diff --git a/spring-data-mongodb/src/main/java/org/springframework/data/mongodb/monitor/BackgroundFlushingMetrics.java b/spring-data-mongodb/src/main/java/org/springframework/data/mongodb/monitor/BackgroundFlushingMetrics.java
index 67fa8f656..2ceb75a4f 100644
--- a/spring-data-mongodb/src/main/java/org/springframework/data/mongodb/monitor/BackgroundFlushingMetrics.java
+++ b/spring-data-mongodb/src/main/java/org/springframework/data/mongodb/monitor/BackgroundFlushingMetrics.java
@@ -28,7 +28,9 @@ import com.mongodb.client.MongoClient;
  * JMX Metrics for Background Flushing
  *
  * @author Mark Pollack
+ * @deprecated since 4.5
  */
+@Deprecated(since = "4.5", forRemoval = true)
 @ManagedResource(description = "Background Flushing Metrics")
 public class BackgroundFlushingMetrics extends AbstractMonitor {
 
diff --git a/spring-data-mongodb/src/main/java/org/springframework/data/mongodb/monitor/BtreeIndexCounters.java b/spring-data-mongodb/src/main/java/org/springframework/data/mongodb/monitor/BtreeIndexCounters.java
index 03924d88a..671d017e0 100644
--- a/spring-data-mongodb/src/main/java/org/springframework/data/mongodb/monitor/BtreeIndexCounters.java
+++ b/spring-data-mongodb/src/main/java/org/springframework/data/mongodb/monitor/BtreeIndexCounters.java
@@ -26,7 +26,9 @@ import com.mongodb.client.MongoClient;
  * JMX Metrics for B-tree index counters
  *
  * @author Mark Pollack
+ * @deprecated since 4.5
  */
+@Deprecated(since = "4.5", forRemoval = true)
 @ManagedResource(description = "Btree Metrics")
 public class BtreeIndexCounters extends AbstractMonitor {
 
diff --git a/spring-data-mongodb/src/main/java/org/springframework/data/mongodb/monitor/ConnectionMetrics.java b/spring-data-mongodb/src/main/java/org/springframework/data/mongodb/monitor/ConnectionMetrics.java
index beb3932ea..0d0eb84b3 100644
--- a/spring-data-mongodb/src/main/java/org/springframework/data/mongodb/monitor/ConnectionMetrics.java
+++ b/spring-data-mongodb/src/main/java/org/springframework/data/mongodb/monitor/ConnectionMetrics.java
@@ -26,7 +26,9 @@ import com.mongodb.client.MongoClient;
  * JMX Metrics for Connections
  *
  * @author Mark Pollack
+ * @deprecated since 4.5
  */
+@Deprecated(since = "4.5", forRemoval = true)
 @ManagedResource(description = "Connection metrics")
 public class ConnectionMetrics extends AbstractMonitor {
 
diff --git a/spring-data-mongodb/src/main/java/org/springframework/data/mongodb/monitor/GlobalLockMetrics.java b/spring-data-mongodb/src/main/java/org/springframework/data/mongodb/monitor/GlobalLockMetrics.java
index 096c67b1a..6997f5fba 100644
--- a/spring-data-mongodb/src/main/java/org/springframework/data/mongodb/monitor/GlobalLockMetrics.java
+++ b/spring-data-mongodb/src/main/java/org/springframework/data/mongodb/monitor/GlobalLockMetrics.java
@@ -27,7 +27,9 @@ import com.mongodb.client.MongoClient;
  * JMX Metrics for Global Locks
  *
  * @author Mark Pollack
+ * @deprecated since 4.5
  */
+@Deprecated(since = "4.5", forRemoval = true)
 @ManagedResource(description = "Global Lock Metrics")
 public class GlobalLockMetrics extends AbstractMonitor {
 
diff --git a/spring-data-mongodb/src/main/java/org/springframework/data/mongodb/monitor/MemoryMetrics.java b/spring-data-mongodb/src/main/java/org/springframework/data/mongodb/monitor/MemoryMetrics.java
index 75daa3de5..4dbdebb26 100644
--- a/spring-data-mongodb/src/main/java/org/springframework/data/mongodb/monitor/MemoryMetrics.java
+++ b/spring-data-mongodb/src/main/java/org/springframework/data/mongodb/monitor/MemoryMetrics.java
@@ -26,7 +26,9 @@ import com.mongodb.client.MongoClient;
  * JMX Metrics for Memory
  *
  * @author Mark Pollack
+ * @deprecated since 4.5
  */
+@Deprecated(since = "4.5", forRemoval = true)
 @ManagedResource(description = "Memory Metrics")
 public class MemoryMetrics extends AbstractMonitor {
 
diff --git a/spring-data-mongodb/src/main/java/org/springframework/data/mongodb/monitor/OperationCounters.java b/spring-data-mongodb/src/main/java/org/springframework/data/mongodb/monitor/OperationCounters.java
index 35281753e..162450149 100644
--- a/spring-data-mongodb/src/main/java/org/springframework/data/mongodb/monitor/OperationCounters.java
+++ b/spring-data-mongodb/src/main/java/org/springframework/data/mongodb/monitor/OperationCounters.java
@@ -27,7 +27,9 @@ import com.mongodb.client.MongoClient;
  * JMX Metrics for Operation counters
  *
  * @author Mark Pollack
+ * @deprecated since 4.5
  */
+@Deprecated(since = "4.5", forRemoval = true)
 @ManagedResource(description = "Operation Counters")
 public class OperationCounters extends AbstractMonitor {
 
diff --git a/spring-data-mongodb/src/main/java/org/springframework/data/mongodb/monitor/ServerInfo.java b/spring-data-mongodb/src/main/java/org/springframework/data/mongodb/monitor/ServerInfo.java
index bddf62d02..3aedf3f29 100644
--- a/spring-data-mongodb/src/main/java/org/springframework/data/mongodb/monitor/ServerInfo.java
+++ b/spring-data-mongodb/src/main/java/org/springframework/data/mongodb/monitor/ServerInfo.java
@@ -31,7 +31,9 @@ import com.mongodb.client.MongoClient;
  * @author Mark Pollack
  * @author Thomas Darimont
  * @author Christoph Strobl
+ * @deprecated since 4.5
  */
+@Deprecated(since = "4.5", forRemoval = true)
 @ManagedResource(description = "Server Information")
 public class ServerInfo extends AbstractMonitor {
 
diff --git a/spring-data-mongodb/src/main/java/org/springframework/data/mongodb/monitor/package-info.java b/spring-data-mongodb/src/main/java/org/springframework/data/mongodb/monitor/package-info.java
index 0d495584a..1e1c221b6 100644
--- a/spring-data-mongodb/src/main/java/org/springframework/data/mongodb/monitor/package-info.java
+++ b/spring-data-mongodb/src/main/java/org/springframework/data/mongodb/monitor/package-info.java
@@ -1,6 +1,7 @@
 /**
  * MongoDB specific JMX monitoring support.
  */
+@Deprecated(since = "4.5", forRemoval = true)
 @org.springframework.lang.NonNullApi
 package org.springframework.data.mongodb.monitor;
 
diff --git a/spring-data-mongodb/src/test/java/org/springframework/data/mongodb/core/JmxServer.java b/spring-data-mongodb/src/test/java/org/springframework/data/mongodb/core/JmxServer.java
index cb8a8dcf4..004bda154 100644
--- a/spring-data-mongodb/src/test/java/org/springframework/data/mongodb/core/JmxServer.java
+++ b/spring-data-mongodb/src/test/java/org/springframework/data/mongodb/core/JmxServer.java
@@ -22,7 +22,9 @@ import org.springframework.context.support.ClassPathXmlApplicationContext;
  *
  * @author Mark Pollack
  * @author Oliver Gierke
+ * @deprecated since 4.5.
  */
+@Deprecated(since = "4.5", forRemoval = true)
 public class JmxServer {
 
 	public static void main(String[] args) {
diff --git a/src/main/antora/modules/ROOT/pages/mongodb/jmx.adoc b/src/main/antora/modules/ROOT/pages/mongodb/jmx.adoc
index 19b01a023..8b98bcebd 100644
--- a/src/main/antora/modules/ROOT/pages/mongodb/jmx.adoc
+++ b/src/main/antora/modules/ROOT/pages/mongodb/jmx.adoc
@@ -1,6 +1,12 @@
 [[mongo.jmx]]
 = JMX support
 
+[NOTE]
+====
+JMX support has been deprecated in 4.5 and will be removed in 5.0. +
+We recommend switching to Spring Boot https://docs.spring.io/spring-boot/reference/actuator/endpoints.html[Actuator Endpoints] and expose those over JMX if needed.
+====
+
 The JMX support for MongoDB exposes the results of running the 'serverStatus' command on the admin database for a single MongoDB server instance. It also exposes an administrative MBean, `MongoAdmin`, that lets you perform administrative operations, such as dropping or creating a database. The JMX features build upon the JMX feature set available in the Spring Framework. See link:{springDocsUrl}/integration.html#jmx[here] for more details.
 
 [[mongodb:jmx-configuration]]