diff --git a/.github/actions/setup-greptimedb-cluster/with-remote-wal.yaml b/.github/actions/setup-greptimedb-cluster/with-remote-wal.yaml
index a97f921f8c..58cc188985 100644
--- a/.github/actions/setup-greptimedb-cluster/with-remote-wal.yaml
+++ b/.github/actions/setup-greptimedb-cluster/with-remote-wal.yaml
@@ -2,13 +2,13 @@ meta:
   configData: |-
     [runtime]
     global_rt_size = 4
-    
+
     [wal]
     provider = "kafka"
     broker_endpoints = ["kafka.kafka-cluster.svc.cluster.local:9092"]
     num_topics = 3
+    auto_prune_topic_records = true
 
-        
     [datanode]
     [datanode.client]
     timeout = "120s"
diff --git a/config/config.md b/config/config.md
index d0d7582db5..f34a41d861 100644
--- a/config/config.md
+++ b/config/config.md
@@ -343,6 +343,9 @@
 | `wal.provider` | String | `raft_engine` | -- |
 | `wal.broker_endpoints` | Array | -- | The broker endpoints of the Kafka cluster. |
 | `wal.auto_create_topics` | Bool | `true` | Automatically create topics for WAL.<br/>Set to `true` to automatically create topics for WAL.<br/>Otherwise, use topics named `topic_name_prefix_[0..num_topics)` |
+| `wal.auto_prune_interval` | String | `0s` | Interval of automatically WAL pruning.<br/>Set to `0s` to disable automatically WAL pruning which delete unused remote WAL entries periodically. |
+| `wal.trigger_flush_threshold` | Integer | `0` | The threshold to trigger a flush operation of a region in automatically WAL pruning.<br/>Metasrv will send a flush request to flush the region when:<br/>`trigger_flush_threshold` + `prunable_entry_id` < `max_prunable_entry_id`<br/>where:<br/>- `prunable_entry_id` is the maximum entry id that can be pruned of the region.<br/>- `max_prunable_entry_id` is the maximum prunable entry id among all regions in the same topic.<br/>Set to `0` to disable the flush operation. |
+| `wal.auto_prune_parallelism` | Integer | `10` | Concurrent task limit for automatically WAL pruning. |
 | `wal.num_topics` | Integer | `64` | Number of topics. |
 | `wal.selector_type` | String | `round_robin` | Topic selector type.<br/>Available selector types:<br/>- `round_robin` (default) |
 | `wal.topic_name_prefix` | String | `greptimedb_wal_topic` | A Kafka topic is constructed by concatenating `topic_name_prefix` and `topic_id`.<br/>Only accepts strings that match the following regular expression pattern:<br/>[a-zA-Z_:-][a-zA-Z0-9_:\-\.@#]*<br/>i.g., greptimedb_wal_topic_0, greptimedb_wal_topic_1. |
diff --git a/config/metasrv.example.toml b/config/metasrv.example.toml
index 0eb9900c2a..89c92352b2 100644
--- a/config/metasrv.example.toml
+++ b/config/metasrv.example.toml
@@ -130,6 +130,22 @@ broker_endpoints = ["127.0.0.1:9092"]
 ## Otherwise, use topics named `topic_name_prefix_[0..num_topics)`
 auto_create_topics = true
 
+## Interval of automatically WAL pruning.
+## Set to `0s` to disable automatically WAL pruning which delete unused remote WAL entries periodically.
+auto_prune_interval = "0s"
+
+## The threshold to trigger a flush operation of a region in automatically WAL pruning.
+## Metasrv will send a flush request to flush the region when:
+## `trigger_flush_threshold` + `prunable_entry_id` < `max_prunable_entry_id`
+## where:
+## - `prunable_entry_id` is the maximum entry id that can be pruned of the region.
+## - `max_prunable_entry_id` is the maximum prunable entry id among all regions in the same topic.
+## Set to `0` to disable the flush operation.
+trigger_flush_threshold = 0
+
+## Concurrent task limit for automatically WAL pruning.
+auto_prune_parallelism = 10
+
 ## Number of topics.
 num_topics = 64
 
diff --git a/src/cmd/src/standalone.rs b/src/cmd/src/standalone.rs
index 3177a2446f..320a2849ed 100644
--- a/src/cmd/src/standalone.rs
+++ b/src/cmd/src/standalone.rs
@@ -779,6 +779,8 @@ impl InformationExtension for StandaloneInformationExtension {
                     sst_size: region_stat.sst_size,
                     index_size: region_stat.index_size,
                     region_manifest: region_stat.manifest.into(),
+                    data_topic_latest_entry_id: region_stat.data_topic_latest_entry_id,
+                    metadata_topic_latest_entry_id: region_stat.metadata_topic_latest_entry_id,
                 }
             })
             .collect::<Vec<_>>();
diff --git a/src/common/meta/src/datanode.rs b/src/common/meta/src/datanode.rs
index 2f45e6bdb9..499ed865a2 100644
--- a/src/common/meta/src/datanode.rs
+++ b/src/common/meta/src/datanode.rs
@@ -94,6 +94,13 @@ pub struct RegionStat {
     pub index_size: u64,
     /// The manifest infoof the region.
     pub region_manifest: RegionManifestInfo,
+    /// The latest entry id of topic used by data.
+    /// **Only used by remote WAL prune.**
+    pub data_topic_latest_entry_id: u64,
+    /// The latest entry id of topic used by metadata.
+    /// **Only used by remote WAL prune.**
+    /// In mito engine, this is the same as `data_topic_latest_entry_id`.
+    pub metadata_topic_latest_entry_id: u64,
 }
 
 #[derive(Debug, Clone, Copy, Serialize, Deserialize)]
@@ -264,6 +271,8 @@ impl From<&api::v1::meta::RegionStat> for RegionStat {
             sst_size: region_stat.sst_size,
             index_size: region_stat.index_size,
             region_manifest: region_stat.manifest.into(),
+            data_topic_latest_entry_id: region_stat.data_topic_latest_entry_id,
+            metadata_topic_latest_entry_id: region_stat.metadata_topic_latest_entry_id,
         }
     }
 }
diff --git a/src/common/meta/src/region_registry.rs b/src/common/meta/src/region_registry.rs
index 344e0fef5b..49d97f8a2f 100644
--- a/src/common/meta/src/region_registry.rs
+++ b/src/common/meta/src/region_registry.rs
@@ -19,7 +19,7 @@ use std::sync::{Arc, RwLock};
 use common_telemetry::warn;
 use store_api::storage::RegionId;
 
-use crate::datanode::RegionManifestInfo;
+use crate::datanode::{RegionManifestInfo, RegionStat};
 
 /// Represents information about a leader region in the cluster.
 /// Contains the datanode id where the leader is located,
@@ -35,25 +35,22 @@ pub enum LeaderRegionManifestInfo {
     Mito {
         manifest_version: u64,
         flushed_entry_id: u64,
+        topic_latest_entry_id: u64,
     },
     Metric {
         data_manifest_version: u64,
         data_flushed_entry_id: u64,
+        data_topic_latest_entry_id: u64,
         metadata_manifest_version: u64,
         metadata_flushed_entry_id: u64,
+        metadata_topic_latest_entry_id: u64,
     },
 }
 
-impl From<RegionManifestInfo> for LeaderRegionManifestInfo {
-    fn from(value: RegionManifestInfo) -> Self {
-        match value {
-            RegionManifestInfo::Mito {
-                manifest_version,
-                flushed_entry_id,
-            } => LeaderRegionManifestInfo::Mito {
-                manifest_version,
-                flushed_entry_id,
-            },
+impl LeaderRegionManifestInfo {
+    /// Generate a [LeaderRegionManifestInfo] from [RegionStat].
+    pub fn from_region_stat(region_stat: &RegionStat) -> LeaderRegionManifestInfo {
+        match region_stat.region_manifest {
             RegionManifestInfo::Metric {
                 data_manifest_version,
                 data_flushed_entry_id,
@@ -62,14 +59,22 @@ impl From<RegionManifestInfo> for LeaderRegionManifestInfo {
             } => LeaderRegionManifestInfo::Metric {
                 data_manifest_version,
                 data_flushed_entry_id,
+                data_topic_latest_entry_id: region_stat.data_topic_latest_entry_id,
                 metadata_manifest_version,
                 metadata_flushed_entry_id,
+                metadata_topic_latest_entry_id: region_stat.metadata_topic_latest_entry_id,
+            },
+            RegionManifestInfo::Mito {
+                manifest_version,
+                flushed_entry_id,
+            } => LeaderRegionManifestInfo::Mito {
+                manifest_version,
+                flushed_entry_id,
+                topic_latest_entry_id: region_stat.data_topic_latest_entry_id,
             },
         }
     }
-}
 
-impl LeaderRegionManifestInfo {
     /// Returns the manifest version of the leader region.
     pub fn manifest_version(&self) -> u64 {
         match self {
@@ -96,17 +101,33 @@ impl LeaderRegionManifestInfo {
         }
     }
 
-    /// Returns the minimum flushed entry id of the leader region.
-    pub fn min_flushed_entry_id(&self) -> u64 {
+    /// Returns prunable entry id of the leader region.
+    /// It is used to determine the entry id that can be pruned in remote wal.
+    ///
+    /// For a mito region, the prunable entry id should max(flushed_entry_id, latest_entry_id_since_flush).
+    ///
+    /// For a metric region, the prunable entry id should min(
+    ///     max(data_flushed_entry_id, data_latest_entry_id_since_flush),
+    ///     max(metadata_flushed_entry_id, metadata_latest_entry_id_since_flush)
+    /// ).
+    pub fn prunable_entry_id(&self) -> u64 {
         match self {
             LeaderRegionManifestInfo::Mito {
                 flushed_entry_id, ..
             } => *flushed_entry_id,
             LeaderRegionManifestInfo::Metric {
                 data_flushed_entry_id,
+                data_topic_latest_entry_id,
                 metadata_flushed_entry_id,
+                metadata_topic_latest_entry_id,
                 ..
-            } => (*data_flushed_entry_id).min(*metadata_flushed_entry_id),
+            } => {
+                let data_prunable_entry_id =
+                    (*data_flushed_entry_id).max(*data_topic_latest_entry_id);
+                let metadata_prunable_entry_id =
+                    (*metadata_flushed_entry_id).max(*metadata_topic_latest_entry_id);
+                data_prunable_entry_id.min(metadata_prunable_entry_id)
+            }
         }
     }
 }
diff --git a/src/common/meta/src/wal_options_allocator.rs b/src/common/meta/src/wal_options_allocator.rs
index 2aba2a5ee3..a6e1482f04 100644
--- a/src/common/meta/src/wal_options_allocator.rs
+++ b/src/common/meta/src/wal_options_allocator.rs
@@ -30,7 +30,9 @@ use crate::error::{EncodeWalOptionsSnafu, InvalidTopicNamePrefixSnafu, Result};
 use crate::key::NAME_PATTERN_REGEX;
 use crate::kv_backend::KvBackendRef;
 use crate::leadership_notifier::LeadershipChangeListener;
-pub use crate::wal_options_allocator::topic_creator::build_kafka_topic_creator;
+pub use crate::wal_options_allocator::topic_creator::{
+    build_kafka_client, build_kafka_topic_creator,
+};
 use crate::wal_options_allocator::topic_pool::KafkaTopicPool;
 
 /// Allocates wal options in region granularity.
diff --git a/src/common/meta/src/wal_options_allocator/topic_creator.rs b/src/common/meta/src/wal_options_allocator/topic_creator.rs
index f49d1bf1ca..1a023546d3 100644
--- a/src/common/meta/src/wal_options_allocator/topic_creator.rs
+++ b/src/common/meta/src/wal_options_allocator/topic_creator.rs
@@ -12,8 +12,6 @@
 // See the License for the specific language governing permissions and
 // limitations under the License.
 
-use std::sync::Arc;
-
 use common_telemetry::{error, info};
 use common_wal::config::kafka::common::DEFAULT_BACKOFF_CONFIG;
 use common_wal::config::kafka::MetasrvKafkaConfig;
@@ -34,11 +32,9 @@ use crate::error::{
 // The `DEFAULT_PARTITION` refers to the index of the partition.
 const DEFAULT_PARTITION: i32 = 0;
 
-type KafkaClientRef = Arc<Client>;
-
 /// Creates topics in kafka.
 pub struct KafkaTopicCreator {
-    client: KafkaClientRef,
+    client: Client,
     /// The number of partitions per topic.
     num_partitions: i32,
     /// The replication factor of each topic.
@@ -48,7 +44,7 @@ pub struct KafkaTopicCreator {
 }
 
 impl KafkaTopicCreator {
-    pub fn client(&self) -> &KafkaClientRef {
+    pub fn client(&self) -> &Client {
         &self.client
     }
 
@@ -133,7 +129,8 @@ impl KafkaTopicCreator {
     }
 }
 
-pub async fn build_kafka_topic_creator(config: &MetasrvKafkaConfig) -> Result<KafkaTopicCreator> {
+/// Builds a kafka [Client](rskafka::client::Client).
+pub async fn build_kafka_client(config: &MetasrvKafkaConfig) -> Result<Client> {
     // Builds an kafka controller client for creating topics.
     let broker_endpoints = common_wal::resolve_to_ipv4(&config.connection.broker_endpoints)
         .await
@@ -145,15 +142,19 @@ pub async fn build_kafka_topic_creator(config: &MetasrvKafkaConfig) -> Result<Ka
     if let Some(tls) = &config.connection.tls {
         builder = builder.tls_config(tls.to_tls_config().await.context(TlsConfigSnafu)?)
     };
-    let client = builder
+    builder
         .build()
         .await
         .with_context(|_| BuildKafkaClientSnafu {
             broker_endpoints: config.connection.broker_endpoints.clone(),
-        })?;
+        })
+}
 
+/// Builds a [KafkaTopicCreator].
+pub async fn build_kafka_topic_creator(config: &MetasrvKafkaConfig) -> Result<KafkaTopicCreator> {
+    let client = build_kafka_client(config).await?;
     Ok(KafkaTopicCreator {
-        client: Arc::new(client),
+        client,
         num_partitions: config.kafka_topic.num_partitions,
         replication_factor: config.kafka_topic.replication_factor,
         create_topic_timeout: config.kafka_topic.create_topic_timeout.as_millis() as i32,
diff --git a/src/common/wal/src/config.rs b/src/common/wal/src/config.rs
index 831faef772..921c1faaa3 100644
--- a/src/common/wal/src/config.rs
+++ b/src/common/wal/src/config.rs
@@ -15,6 +15,8 @@
 pub mod kafka;
 pub mod raft_engine;
 
+use std::time::Duration;
+
 use serde::{Deserialize, Serialize};
 
 use crate::config::kafka::{DatanodeKafkaConfig, MetasrvKafkaConfig};
@@ -53,11 +55,32 @@ impl From<DatanodeWalConfig> for MetasrvWalConfig {
                 connection: config.connection,
                 kafka_topic: config.kafka_topic,
                 auto_create_topics: config.auto_create_topics,
+                auto_prune_interval: config.auto_prune_interval,
+                trigger_flush_threshold: config.trigger_flush_threshold,
+                auto_prune_parallelism: config.auto_prune_parallelism,
             }),
         }
     }
 }
 
+impl MetasrvWalConfig {
+    /// Returns if active wal pruning is enabled.
+    pub fn enable_active_wal_pruning(&self) -> bool {
+        match self {
+            MetasrvWalConfig::RaftEngine => false,
+            MetasrvWalConfig::Kafka(config) => config.auto_prune_interval > Duration::ZERO,
+        }
+    }
+
+    /// Gets the kafka connection config.
+    pub fn remote_wal_options(&self) -> Option<&MetasrvKafkaConfig> {
+        match self {
+            MetasrvWalConfig::RaftEngine => None,
+            MetasrvWalConfig::Kafka(config) => Some(config),
+        }
+    }
+}
+
 impl From<MetasrvWalConfig> for DatanodeWalConfig {
     fn from(config: MetasrvWalConfig) -> Self {
         match config {
@@ -181,6 +204,9 @@ mod tests {
                 create_topic_timeout: Duration::from_secs(30),
             },
             auto_create_topics: true,
+            auto_prune_interval: Duration::from_secs(0),
+            trigger_flush_threshold: 0,
+            auto_prune_parallelism: 10,
         };
         assert_eq!(metasrv_wal_config, MetasrvWalConfig::Kafka(expected));
 
diff --git a/src/common/wal/src/config/kafka/common.rs b/src/common/wal/src/config/kafka/common.rs
index ea58a3d49e..6b2c9992f4 100644
--- a/src/common/wal/src/config/kafka/common.rs
+++ b/src/common/wal/src/config/kafka/common.rs
@@ -30,6 +30,13 @@ pub const DEFAULT_BACKOFF_CONFIG: BackoffConfig = BackoffConfig {
     deadline: Some(Duration::from_secs(120)),
 };
 
+/// Default interval for active WAL pruning.
+pub const DEFAULT_ACTIVE_PRUNE_INTERVAL: Duration = Duration::ZERO;
+/// Default limit for concurrent active pruning tasks.
+pub const DEFAULT_ACTIVE_PRUNE_TASK_LIMIT: usize = 10;
+/// Default interval for sending flush request to regions when pruning remote WAL.
+pub const DEFAULT_TRIGGER_FLUSH_THRESHOLD: u64 = 0;
+
 use crate::error::{self, Result};
 use crate::{TopicSelectorType, BROKER_ENDPOINT, TOPIC_NAME_PREFIX};
 
diff --git a/src/common/wal/src/config/kafka/datanode.rs b/src/common/wal/src/config/kafka/datanode.rs
index 77cf05397d..dd659d636e 100644
--- a/src/common/wal/src/config/kafka/datanode.rs
+++ b/src/common/wal/src/config/kafka/datanode.rs
@@ -17,7 +17,10 @@ use std::time::Duration;
 use common_base::readable_size::ReadableSize;
 use serde::{Deserialize, Serialize};
 
-use crate::config::kafka::common::{KafkaConnectionConfig, KafkaTopicConfig};
+use crate::config::kafka::common::{
+    KafkaConnectionConfig, KafkaTopicConfig, DEFAULT_ACTIVE_PRUNE_INTERVAL,
+    DEFAULT_ACTIVE_PRUNE_TASK_LIMIT, DEFAULT_TRIGGER_FLUSH_THRESHOLD,
+};
 
 /// Kafka wal configurations for datanode.
 #[derive(Debug, Clone, Serialize, Deserialize, PartialEq, Eq)]
@@ -44,6 +47,15 @@ pub struct DatanodeKafkaConfig {
     pub dump_index_interval: Duration,
     /// Ignore missing entries during read WAL.
     pub overwrite_entry_start_id: bool,
+    // Active WAL pruning.
+    pub auto_prune_topic_records: bool,
+    // Interval of WAL pruning.
+    pub auto_prune_interval: Duration,
+    // Threshold for sending flush request when pruning remote WAL.
+    // `None` stands for never sending flush request.
+    pub trigger_flush_threshold: u64,
+    // Limit of concurrent active pruning procedures.
+    pub auto_prune_parallelism: usize,
 }
 
 impl Default for DatanodeKafkaConfig {
@@ -58,6 +70,10 @@ impl Default for DatanodeKafkaConfig {
             create_index: true,
             dump_index_interval: Duration::from_secs(60),
             overwrite_entry_start_id: false,
+            auto_prune_topic_records: false,
+            auto_prune_interval: DEFAULT_ACTIVE_PRUNE_INTERVAL,
+            trigger_flush_threshold: DEFAULT_TRIGGER_FLUSH_THRESHOLD,
+            auto_prune_parallelism: DEFAULT_ACTIVE_PRUNE_TASK_LIMIT,
         }
     }
 }
diff --git a/src/common/wal/src/config/kafka/metasrv.rs b/src/common/wal/src/config/kafka/metasrv.rs
index 27df3569b8..acbfbe05c6 100644
--- a/src/common/wal/src/config/kafka/metasrv.rs
+++ b/src/common/wal/src/config/kafka/metasrv.rs
@@ -12,9 +12,14 @@
 // See the License for the specific language governing permissions and
 // limitations under the License.
 
+use std::time::Duration;
+
 use serde::{Deserialize, Serialize};
 
-use crate::config::kafka::common::{KafkaConnectionConfig, KafkaTopicConfig};
+use crate::config::kafka::common::{
+    KafkaConnectionConfig, KafkaTopicConfig, DEFAULT_ACTIVE_PRUNE_INTERVAL,
+    DEFAULT_ACTIVE_PRUNE_TASK_LIMIT, DEFAULT_TRIGGER_FLUSH_THRESHOLD,
+};
 
 /// Kafka wal configurations for metasrv.
 #[derive(Clone, Debug, PartialEq, Serialize, Deserialize)]
@@ -28,6 +33,13 @@ pub struct MetasrvKafkaConfig {
     pub kafka_topic: KafkaTopicConfig,
     // Automatically create topics for WAL.
     pub auto_create_topics: bool,
+    // Interval of WAL pruning.
+    pub auto_prune_interval: Duration,
+    // Threshold for sending flush request when pruning remote WAL.
+    // `None` stands for never sending flush request.
+    pub trigger_flush_threshold: u64,
+    // Limit of concurrent active pruning procedures.
+    pub auto_prune_parallelism: usize,
 }
 
 impl Default for MetasrvKafkaConfig {
@@ -36,6 +48,9 @@ impl Default for MetasrvKafkaConfig {
             connection: Default::default(),
             kafka_topic: Default::default(),
             auto_create_topics: true,
+            auto_prune_interval: DEFAULT_ACTIVE_PRUNE_INTERVAL,
+            trigger_flush_threshold: DEFAULT_TRIGGER_FLUSH_THRESHOLD,
+            auto_prune_parallelism: DEFAULT_ACTIVE_PRUNE_TASK_LIMIT,
         }
     }
 }
diff --git a/src/meta-srv/src/error.rs b/src/meta-srv/src/error.rs
index 7c45fa408f..bd249c5178 100644
--- a/src/meta-srv/src/error.rs
+++ b/src/meta-srv/src/error.rs
@@ -518,6 +518,13 @@ pub enum Error {
         source: common_procedure::Error,
     },
 
+    #[snafu(display("A prune task for topic {} is already running", topic))]
+    PruneTaskAlreadyRunning {
+        topic: String,
+        #[snafu(implicit)]
+        location: Location,
+    },
+
     #[snafu(display("Schema already exists, name: {schema_name}"))]
     SchemaAlreadyExists {
         schema_name: String,
@@ -788,6 +795,14 @@ pub enum Error {
         source: common_meta::error::Error,
     },
 
+    #[snafu(display("Failed to build kafka client."))]
+    BuildKafkaClient {
+        #[snafu(implicit)]
+        location: Location,
+        #[snafu(source)]
+        error: common_meta::error::Error,
+    },
+
     #[snafu(display(
         "Failed to build a Kafka partition client, topic: {}, partition: {}",
         topic,
@@ -875,7 +890,9 @@ impl ErrorExt for Error {
             | Error::FlowStateHandler { .. }
             | Error::BuildWalOptionsAllocator { .. }
             | Error::BuildPartitionClient { .. }
-            | Error::DeleteRecords { .. } => StatusCode::Internal,
+            | Error::BuildKafkaClient { .. }
+            | Error::DeleteRecords { .. }
+            | Error::PruneTaskAlreadyRunning { .. } => StatusCode::Internal,
 
             Error::Unsupported { .. } => StatusCode::Unsupported,
 
diff --git a/src/meta-srv/src/handler/collect_leader_region_handler.rs b/src/meta-srv/src/handler/collect_leader_region_handler.rs
index fd5fab3639..13aee5d234 100644
--- a/src/meta-srv/src/handler/collect_leader_region_handler.rs
+++ b/src/meta-srv/src/handler/collect_leader_region_handler.rs
@@ -13,7 +13,7 @@
 // limitations under the License.
 
 use api::v1::meta::{HeartbeatRequest, Role};
-use common_meta::region_registry::LeaderRegion;
+use common_meta::region_registry::{LeaderRegion, LeaderRegionManifestInfo};
 use store_api::region_engine::RegionRole;
 
 use crate::error::Result;
@@ -44,7 +44,7 @@ impl HeartbeatHandler for CollectLeaderRegionHandler {
                 continue;
             }
 
-            let manifest = stat.region_manifest.into();
+            let manifest = LeaderRegionManifestInfo::from_region_stat(stat);
             let value = LeaderRegion {
                 datanode_id: current_stat.id,
                 manifest,
@@ -122,6 +122,8 @@ mod tests {
             manifest_size: 0,
             sst_size: 0,
             index_size: 0,
+            data_topic_latest_entry_id: 0,
+            metadata_topic_latest_entry_id: 0,
         }
     }
 
@@ -161,6 +163,7 @@ mod tests {
                 manifest: LeaderRegionManifestInfo::Mito {
                     manifest_version: 1,
                     flushed_entry_id: 0,
+                    topic_latest_entry_id: 0,
                 },
             })
         );
@@ -192,6 +195,7 @@ mod tests {
                 manifest: LeaderRegionManifestInfo::Mito {
                     manifest_version: 2,
                     flushed_entry_id: 0,
+                    topic_latest_entry_id: 0,
                 },
             })
         );
@@ -224,6 +228,7 @@ mod tests {
                 manifest: LeaderRegionManifestInfo::Mito {
                     manifest_version: 2,
                     flushed_entry_id: 0,
+                    topic_latest_entry_id: 0,
                 },
             })
         );
diff --git a/src/meta-srv/src/handler/failure_handler.rs b/src/meta-srv/src/handler/failure_handler.rs
index 81e9bfaeb9..cdcd9d3228 100644
--- a/src/meta-srv/src/handler/failure_handler.rs
+++ b/src/meta-srv/src/handler/failure_handler.rs
@@ -102,6 +102,8 @@ mod tests {
                     manifest_version: 0,
                     flushed_entry_id: 0,
                 },
+                data_topic_latest_entry_id: 0,
+                metadata_topic_latest_entry_id: 0,
             }
         }
         acc.stat = Some(Stat {
diff --git a/src/meta-srv/src/handler/region_lease_handler.rs b/src/meta-srv/src/handler/region_lease_handler.rs
index b89a570b80..d900078897 100644
--- a/src/meta-srv/src/handler/region_lease_handler.rs
+++ b/src/meta-srv/src/handler/region_lease_handler.rs
@@ -160,6 +160,8 @@ mod test {
                 manifest_version: 0,
                 flushed_entry_id: 0,
             },
+            data_topic_latest_entry_id: 0,
+            metadata_topic_latest_entry_id: 0,
         }
     }
 
diff --git a/src/meta-srv/src/lib.rs b/src/meta-srv/src/lib.rs
index 9a9f0861a8..4b61eeeae3 100644
--- a/src/meta-srv/src/lib.rs
+++ b/src/meta-srv/src/lib.rs
@@ -15,6 +15,7 @@
 #![feature(result_flattening)]
 #![feature(assert_matches)]
 #![feature(extract_if)]
+#![feature(hash_set_entry)]
 
 pub mod bootstrap;
 pub mod cache_invalidator;
diff --git a/src/meta-srv/src/metasrv.rs b/src/meta-srv/src/metasrv.rs
index 00ac628b61..34b3cac25e 100644
--- a/src/meta-srv/src/metasrv.rs
+++ b/src/meta-srv/src/metasrv.rs
@@ -61,6 +61,7 @@ use crate::failure_detector::PhiAccrualFailureDetectorOptions;
 use crate::handler::{HeartbeatHandlerGroupBuilder, HeartbeatHandlerGroupRef};
 use crate::lease::lookup_datanode_peer;
 use crate::procedure::region_migration::manager::RegionMigrationManagerRef;
+use crate::procedure::wal_prune::manager::WalPruneTickerRef;
 use crate::procedure::ProcedureManagerListenerAdapter;
 use crate::pubsub::{PublisherRef, SubscriptionManagerRef};
 use crate::region::supervisor::RegionSupervisorTickerRef;
@@ -407,6 +408,7 @@ pub struct Metasrv {
     region_supervisor_ticker: Option<RegionSupervisorTickerRef>,
     cache_invalidator: CacheInvalidatorRef,
     leader_region_registry: LeaderRegionRegistryRef,
+    wal_prune_ticker: Option<WalPruneTickerRef>,
 
     plugins: Plugins,
 }
@@ -461,6 +463,9 @@ impl Metasrv {
             if let Some(region_supervisor_ticker) = &self.region_supervisor_ticker {
                 leadership_change_notifier.add_listener(region_supervisor_ticker.clone() as _);
             }
+            if let Some(wal_prune_ticker) = &self.wal_prune_ticker {
+                leadership_change_notifier.add_listener(wal_prune_ticker.clone() as _);
+            }
             if let Some(customizer) = self.plugins.get::<LeadershipChangeNotifierCustomizerRef>() {
                 customizer.customize(&mut leadership_change_notifier);
             }
diff --git a/src/meta-srv/src/metasrv/builder.rs b/src/meta-srv/src/metasrv/builder.rs
index 0f1a04e47b..ec8f6ef253 100644
--- a/src/meta-srv/src/metasrv/builder.rs
+++ b/src/meta-srv/src/metasrv/builder.rs
@@ -37,7 +37,7 @@ use common_meta::region_keeper::MemoryRegionKeeper;
 use common_meta::region_registry::LeaderRegionRegistry;
 use common_meta::sequence::SequenceBuilder;
 use common_meta::state_store::KvStateStore;
-use common_meta::wal_options_allocator::build_wal_options_allocator;
+use common_meta::wal_options_allocator::{build_kafka_client, build_wal_options_allocator};
 use common_procedure::local::{LocalManager, ManagerConfig};
 use common_procedure::ProcedureManagerRef;
 use snafu::ResultExt;
@@ -58,6 +58,8 @@ use crate::metasrv::{
 };
 use crate::procedure::region_migration::manager::RegionMigrationManager;
 use crate::procedure::region_migration::DefaultContextFactory;
+use crate::procedure::wal_prune::manager::{WalPruneManager, WalPruneTicker};
+use crate::procedure::wal_prune::Context as WalPruneContext;
 use crate::region::supervisor::{
     HeartbeatAcceptor, RegionFailureDetectorControl, RegionSupervisor, RegionSupervisorTicker,
     DEFAULT_TICK_INTERVAL,
@@ -346,6 +348,40 @@ impl MetasrvBuilder {
             .context(error::InitDdlManagerSnafu)?,
         );
 
+        // remote WAL prune ticker and manager
+        let wal_prune_ticker = if is_remote_wal && options.wal.enable_active_wal_pruning() {
+            let (tx, rx) = WalPruneManager::channel();
+            // Safety: Must be remote WAL.
+            let remote_wal_options = options.wal.remote_wal_options().unwrap();
+            let kafka_client = build_kafka_client(remote_wal_options)
+                .await
+                .context(error::BuildKafkaClientSnafu)?;
+            let wal_prune_context = WalPruneContext {
+                client: Arc::new(kafka_client),
+                table_metadata_manager: table_metadata_manager.clone(),
+                leader_region_registry: leader_region_registry.clone(),
+                server_addr: options.server_addr.clone(),
+                mailbox: mailbox.clone(),
+            };
+            let wal_prune_manager = WalPruneManager::new(
+                table_metadata_manager.clone(),
+                remote_wal_options.auto_prune_parallelism,
+                rx,
+                procedure_manager.clone(),
+                wal_prune_context,
+                remote_wal_options.trigger_flush_threshold,
+            );
+            // Start manager in background. Ticker will be started in the main thread to send ticks.
+            wal_prune_manager.try_start().await?;
+            let wal_prune_ticker = Arc::new(WalPruneTicker::new(
+                remote_wal_options.auto_prune_interval,
+                tx.clone(),
+            ));
+            Some(wal_prune_ticker)
+        } else {
+            None
+        };
+
         let customized_region_lease_renewer = plugins
             .as_ref()
             .and_then(|plugins| plugins.get::<CustomizedRegionLeaseRenewerRef>());
@@ -406,6 +442,7 @@ impl MetasrvBuilder {
             region_supervisor_ticker,
             cache_invalidator,
             leader_region_registry,
+            wal_prune_ticker,
         })
     }
 }
diff --git a/src/meta-srv/src/metrics.rs b/src/meta-srv/src/metrics.rs
index c5e2d3df4d..a9750ae5f3 100644
--- a/src/meta-srv/src/metrics.rs
+++ b/src/meta-srv/src/metrics.rs
@@ -66,4 +66,7 @@ lazy_static! {
     // The heartbeat rate counter.
     pub static ref METRIC_META_HEARTBEAT_RATE: IntCounter =
         register_int_counter!("greptime_meta_heartbeat_rate", "meta heartbeat arrival rate").unwrap();
+    /// The remote WAL prune execute counter.
+    pub static ref METRIC_META_REMOTE_WAL_PRUNE_EXECUTE: IntCounterVec =
+        register_int_counter_vec!("greptime_meta_remote_wal_prune_execute", "meta remote wal prune execute", &["topic_name"]).unwrap();
 }
diff --git a/src/meta-srv/src/procedure/test_util.rs b/src/meta-srv/src/procedure/test_util.rs
index 34ce23abd4..ca6da59f2a 100644
--- a/src/meta-srv/src/procedure/test_util.rs
+++ b/src/meta-srv/src/procedure/test_util.rs
@@ -179,8 +179,8 @@ pub async fn new_wal_prune_metadata(
 ) -> (EntryId, Vec<RegionId>) {
     let datanode_id = 1;
     let from_peer = Peer::empty(datanode_id);
-    let mut min_flushed_entry_id = u64::MAX;
-    let mut max_flushed_entry_id = 0;
+    let mut min_prunable_entry_id = u64::MAX;
+    let mut max_prunable_entry_id = 0;
     let mut region_entry_ids = HashMap::with_capacity(n_table as usize * n_region as usize);
     for table_id in 0..n_table {
         let region_ids = (0..n_region)
@@ -221,10 +221,10 @@ pub async fn new_wal_prune_metadata(
             .iter()
             .map(|region_id| {
                 let rand_n = rand::random::<u64>() as usize;
-                let current_flushed_entry_id = offsets[rand_n % offsets.len()] as u64;
-                min_flushed_entry_id = min_flushed_entry_id.min(current_flushed_entry_id);
-                max_flushed_entry_id = max_flushed_entry_id.max(current_flushed_entry_id);
-                (*region_id, current_flushed_entry_id)
+                let current_prunable_entry_id = offsets[rand_n % offsets.len()] as u64;
+                min_prunable_entry_id = min_prunable_entry_id.min(current_prunable_entry_id);
+                max_prunable_entry_id = max_prunable_entry_id.max(current_prunable_entry_id);
+                (*region_id, current_prunable_entry_id)
             })
             .collect::<HashMap<_, _>>();
         region_entry_ids.extend(current_region_entry_ids.clone());
@@ -235,15 +235,15 @@ pub async fn new_wal_prune_metadata(
 
     let regions_to_flush = region_entry_ids
         .iter()
-        .filter_map(|(region_id, flushed_entry_id)| {
-            if max_flushed_entry_id - flushed_entry_id > threshold {
+        .filter_map(|(region_id, prunable_entry_id)| {
+            if max_prunable_entry_id - prunable_entry_id > threshold {
                 Some(*region_id)
             } else {
                 None
             }
         })
         .collect::<Vec<_>>();
-    (min_flushed_entry_id, regions_to_flush)
+    (min_prunable_entry_id, regions_to_flush)
 }
 
 pub async fn update_in_memory_region_flushed_entry_id(
@@ -257,6 +257,7 @@ pub async fn update_in_memory_region_flushed_entry_id(
             manifest: LeaderRegionManifestInfo::Mito {
                 manifest_version: 0,
                 flushed_entry_id,
+                topic_latest_entry_id: 0,
             },
         };
         key_values.push((region_id, value));
diff --git a/src/meta-srv/src/procedure/wal_prune.rs b/src/meta-srv/src/procedure/wal_prune.rs
index b7f145fffc..0247c928ec 100644
--- a/src/meta-srv/src/procedure/wal_prune.rs
+++ b/src/meta-srv/src/procedure/wal_prune.rs
@@ -12,6 +12,10 @@
 // See the License for the specific language governing permissions and
 // limitations under the License.
 
+pub(crate) mod manager;
+#[cfg(test)]
+mod test_util;
+
 use std::collections::{HashMap, HashSet};
 use std::sync::Arc;
 use std::time::Duration;
@@ -28,9 +32,10 @@ use common_procedure::{
     Context as ProcedureContext, Error as ProcedureError, LockKey, Procedure,
     Result as ProcedureResult, Status, StringKey,
 };
-use common_telemetry::warn;
+use common_telemetry::{info, warn};
 use itertools::{Itertools, MinMaxResult};
 use log_store::kafka::DEFAULT_PARTITION;
+use manager::{WalPruneProcedureGuard, WalPruneProcedureTracker};
 use rskafka::client::partition::UnknownTopicHandling;
 use rskafka::client::Client;
 use serde::{Deserialize, Serialize};
@@ -45,9 +50,8 @@ use crate::error::{
 use crate::service::mailbox::{Channel, MailboxRef};
 use crate::Result;
 
-type KafkaClientRef = Arc<Client>;
+pub type KafkaClientRef = Arc<Client>;
 
-/// No timeout for flush request.
 const DELETE_RECORDS_TIMEOUT: Duration = Duration::from_secs(1);
 
 /// The state of WAL pruning.
@@ -58,17 +62,18 @@ pub enum WalPruneState {
     Prune,
 }
 
+#[derive(Clone)]
 pub struct Context {
     /// The Kafka client.
-    client: KafkaClientRef,
+    pub client: KafkaClientRef,
     /// The table metadata manager.
-    table_metadata_manager: TableMetadataManagerRef,
+    pub table_metadata_manager: TableMetadataManagerRef,
     /// The leader region registry.
-    leader_region_registry: LeaderRegionRegistryRef,
+    pub leader_region_registry: LeaderRegionRegistryRef,
     /// Server address of metasrv.
-    server_addr: String,
+    pub server_addr: String,
     /// The mailbox to send messages.
-    mailbox: MailboxRef,
+    pub mailbox: MailboxRef,
 }
 
 /// The data of WAL pruning.
@@ -77,10 +82,11 @@ pub struct WalPruneData {
     /// The topic name to prune.
     pub topic: String,
     /// The minimum flush entry id for topic, which is used to prune the WAL.
-    pub min_flushed_entry_id: EntryId,
+    pub prunable_entry_id: EntryId,
     pub regions_to_flush: Vec<RegionId>,
-    /// If `flushed_entry_id` + `trigger_flush_threshold` < `max_flushed_entry_id`, send a flush request to the region.
-    pub trigger_flush_threshold: Option<u64>,
+    /// If `prunable_entry_id` + `trigger_flush_threshold` < `max_prunable_entry_id`, send a flush request to the region.
+    /// If `None`, never send flush requests.
+    pub trigger_flush_threshold: u64,
     /// The state.
     pub state: WalPruneState,
 }
@@ -89,27 +95,43 @@ pub struct WalPruneData {
 pub struct WalPruneProcedure {
     pub data: WalPruneData,
     pub context: Context,
+    pub _guard: Option<WalPruneProcedureGuard>,
 }
 
 impl WalPruneProcedure {
     const TYPE_NAME: &'static str = "metasrv-procedure::WalPrune";
 
-    pub fn new(topic: String, context: Context, trigger_flush_threshold: Option<u64>) -> Self {
+    pub fn new(
+        topic: String,
+        context: Context,
+        trigger_flush_threshold: u64,
+        guard: Option<WalPruneProcedureGuard>,
+    ) -> Self {
         Self {
             data: WalPruneData {
                 topic,
-                min_flushed_entry_id: 0,
+                prunable_entry_id: 0,
                 trigger_flush_threshold,
                 regions_to_flush: vec![],
                 state: WalPruneState::Prepare,
             },
             context,
+            _guard: guard,
         }
     }
 
-    pub fn from_json(json: &str, context: Context) -> ProcedureResult<Self> {
+    pub fn from_json(
+        json: &str,
+        context: &Context,
+        tracker: WalPruneProcedureTracker,
+    ) -> ProcedureResult<Self> {
         let data: WalPruneData = serde_json::from_str(json).context(ToJsonSnafu)?;
-        Ok(Self { data, context })
+        let guard = tracker.insert_running_procedure(data.topic.clone());
+        Ok(Self {
+            data,
+            context: context.clone(),
+            _guard: guard,
+        })
     }
 
     async fn build_peer_to_region_ids_map(
@@ -182,20 +204,20 @@ impl WalPruneProcedure {
             .with_context(|_| error::RetryLaterWithSourceSnafu {
                 reason: "Failed to get topic-region map",
             })?;
-        let flush_entry_ids_map: HashMap<_, _> = self
+        let prunable_entry_ids_map: HashMap<_, _> = self
             .context
             .leader_region_registry
             .batch_get(region_ids.iter().cloned())
             .into_iter()
             .map(|(region_id, region)| {
-                let flushed_entry_id = region.manifest.min_flushed_entry_id();
-                (region_id, flushed_entry_id)
+                let prunable_entry_id = region.manifest.prunable_entry_id();
+                (region_id, prunable_entry_id)
             })
             .collect();
 
-        // Check if the `flush_entry_ids_map` contains all region ids.
+        // Check if the `prunable_entry_ids_map` contains all region ids.
         let non_collected_region_ids =
-            check_heartbeat_collected_region_ids(&region_ids, &flush_entry_ids_map);
+            check_heartbeat_collected_region_ids(&region_ids, &prunable_entry_ids_map);
         if !non_collected_region_ids.is_empty() {
             // The heartbeat collected region ids do not contain all region ids in the topic-region map.
             // In this case, we should not prune the WAL.
@@ -204,23 +226,23 @@ impl WalPruneProcedure {
             return Ok(Status::done());
         }
 
-        let min_max_result = flush_entry_ids_map.values().minmax();
-        let max_flushed_entry_id = match min_max_result {
+        let min_max_result = prunable_entry_ids_map.values().minmax();
+        let max_prunable_entry_id = match min_max_result {
             MinMaxResult::NoElements => {
                 return Ok(Status::done());
             }
-            MinMaxResult::OneElement(flushed_entry_id) => {
-                self.data.min_flushed_entry_id = *flushed_entry_id;
-                *flushed_entry_id
+            MinMaxResult::OneElement(prunable_entry_id) => {
+                self.data.prunable_entry_id = *prunable_entry_id;
+                *prunable_entry_id
             }
-            MinMaxResult::MinMax(min_flushed_entry_id, max_flushed_entry_id) => {
-                self.data.min_flushed_entry_id = *min_flushed_entry_id;
-                *max_flushed_entry_id
+            MinMaxResult::MinMax(min_prunable_entry_id, max_prunable_entry_id) => {
+                self.data.prunable_entry_id = *min_prunable_entry_id;
+                *max_prunable_entry_id
             }
         };
-        if let Some(threshold) = self.data.trigger_flush_threshold {
-            for (region_id, flushed_entry_id) in flush_entry_ids_map {
-                if flushed_entry_id + threshold < max_flushed_entry_id {
+        if self.data.trigger_flush_threshold != 0 {
+            for (region_id, prunable_entry_id) in prunable_entry_ids_map {
+                if prunable_entry_id + self.data.trigger_flush_threshold < max_prunable_entry_id {
                     self.data.regions_to_flush.push(region_id);
                 }
             }
@@ -232,10 +254,17 @@ impl WalPruneProcedure {
     }
 
     /// Send the flush request to regions with low flush entry id.
+    ///
+    /// Retry:
+    /// - Failed to build peer to region ids map. It means failure in retrieving metadata.
     pub async fn on_sending_flush_request(&mut self) -> Result<Status> {
         let peer_to_region_ids_map = self
             .build_peer_to_region_ids_map(&self.context, &self.data.regions_to_flush)
-            .await?;
+            .await
+            .map_err(BoxedError::new)
+            .with_context(|_| error::RetryLaterWithSourceSnafu {
+                reason: "Failed to build peer to region ids map",
+            })?;
         let flush_instructions = self.build_flush_region_instruction(peer_to_region_ids_map)?;
         for (peer, flush_instruction) in flush_instructions.into_iter() {
             let msg = MailboxMessage::json_message(
@@ -255,13 +284,13 @@ impl WalPruneProcedure {
         Ok(Status::executing(true))
     }
 
-    /// Prune the WAL and persist the minimum flushed entry id.
+    /// Prune the WAL and persist the minimum prunable entry id.
     ///
     /// Retry:
-    /// - Failed to update the minimum flushed entry id in kvbackend.
+    /// - Failed to update the minimum prunable entry id in kvbackend.
     /// - Failed to delete records.
     pub async fn on_prune(&mut self) -> Result<Status> {
-        // Safety: flushed_entry_ids are loaded in on_prepare.
+        // Safety: `prunable_entry_id`` are loaded in on_prepare.
         let partition_client = self
             .context
             .client
@@ -276,7 +305,7 @@ impl WalPruneProcedure {
                 partition: DEFAULT_PARTITION,
             })?;
 
-        // Should update the min flushed entry id in the kv backend before deleting records.
+        // Should update the min prunable entry id in the kv backend before deleting records.
         // Otherwise, when a datanode restarts, it will not be able to find the wal entries.
         let prev = self
             .context
@@ -292,7 +321,7 @@ impl WalPruneProcedure {
         self.context
             .table_metadata_manager
             .topic_name_manager()
-            .update(&self.data.topic, self.data.min_flushed_entry_id, prev)
+            .update(&self.data.topic, self.data.prunable_entry_id, prev)
             .await
             .context(UpdateTopicNameValueSnafu {
                 topic: &self.data.topic,
@@ -306,14 +335,14 @@ impl WalPruneProcedure {
             })?;
         partition_client
             .delete_records(
-                (self.data.min_flushed_entry_id + 1) as i64,
+                (self.data.prunable_entry_id + 1) as i64,
                 DELETE_RECORDS_TIMEOUT.as_millis() as i32,
             )
             .await
             .context(DeleteRecordsSnafu {
                 topic: &self.data.topic,
                 partition: DEFAULT_PARTITION,
-                offset: (self.data.min_flushed_entry_id + 1),
+                offset: (self.data.prunable_entry_id + 1),
             })
             .map_err(BoxedError::new)
             .with_context(|_| error::RetryLaterWithSourceSnafu {
@@ -321,9 +350,13 @@ impl WalPruneProcedure {
                     "Failed to delete records for topic: {}, partition: {}, offset: {}",
                     self.data.topic,
                     DEFAULT_PARTITION,
-                    self.data.min_flushed_entry_id + 1
+                    self.data.prunable_entry_id + 1
                 ),
             })?;
+        info!(
+            "Successfully pruned WAL for topic: {}, entry id: {}",
+            self.data.topic, self.data.prunable_entry_id
+        );
         Ok(Status::done())
     }
 }
@@ -388,123 +421,41 @@ mod tests {
     use std::assert_matches::assert_matches;
 
     use api::v1::meta::HeartbeatResponse;
-    use common_meta::key::TableMetadataManager;
-    use common_meta::kv_backend::memory::MemoryKvBackend;
-    use common_meta::region_registry::LeaderRegionRegistry;
-    use common_meta::sequence::SequenceBuilder;
-    use common_meta::wal_options_allocator::build_kafka_topic_creator;
-    use common_wal::config::kafka::common::{KafkaConnectionConfig, KafkaTopicConfig};
-    use common_wal::config::kafka::MetasrvKafkaConfig;
     use common_wal::test_util::run_test_with_kafka_wal;
     use rskafka::record::Record;
     use tokio::sync::mpsc::Receiver;
 
     use super::*;
     use crate::handler::HeartbeatMailbox;
-    use crate::procedure::test_util::{new_wal_prune_metadata, MailboxContext};
-
-    struct TestEnv {
-        table_metadata_manager: TableMetadataManagerRef,
-        leader_region_registry: LeaderRegionRegistryRef,
-        mailbox: MailboxContext,
-        server_addr: String,
-    }
-
-    impl TestEnv {
-        fn new() -> Self {
-            let kv_backend = Arc::new(MemoryKvBackend::new());
-            let table_metadata_manager = Arc::new(TableMetadataManager::new(kv_backend.clone()));
-            let leader_region_registry = Arc::new(LeaderRegionRegistry::new());
-            let mailbox_sequence =
-                SequenceBuilder::new("test_heartbeat_mailbox", kv_backend.clone()).build();
-
-            let mailbox_ctx = MailboxContext::new(mailbox_sequence);
-
-            Self {
-                table_metadata_manager,
-                leader_region_registry,
-                mailbox: mailbox_ctx,
-                server_addr: "localhost".to_string(),
-            }
-        }
-
-        fn table_metadata_manager(&self) -> &TableMetadataManagerRef {
-            &self.table_metadata_manager
-        }
-
-        fn leader_region_registry(&self) -> &LeaderRegionRegistryRef {
-            &self.leader_region_registry
-        }
-
-        fn mailbox_context(&self) -> &MailboxContext {
-            &self.mailbox
-        }
-
-        fn server_addr(&self) -> &str {
-            &self.server_addr
-        }
-    }
+    use crate::procedure::test_util::new_wal_prune_metadata;
+    // Fix this import to correctly point to the test_util module
+    use crate::procedure::wal_prune::test_util::TestEnv;
 
     /// Mock a test env for testing.
     /// Including:
     /// 1. Prepare some data in the table metadata manager and in-memory kv backend.
-    /// 2. Generate a `WalPruneProcedure` with the test env.
-    /// 3. Return the procedure, the minimum last entry id to prune and the regions to flush.
-    async fn mock_test_env(
-        topic: String,
-        broker_endpoints: Vec<String>,
-        env: &TestEnv,
-    ) -> (WalPruneProcedure, u64, Vec<RegionId>) {
-        // Creates a topic manager.
-        let kafka_topic = KafkaTopicConfig {
-            replication_factor: broker_endpoints.len() as i16,
-            ..Default::default()
-        };
-        let config = MetasrvKafkaConfig {
-            connection: KafkaConnectionConfig {
-                broker_endpoints,
-                ..Default::default()
-            },
-            kafka_topic,
-            ..Default::default()
-        };
-        let topic_creator = build_kafka_topic_creator(&config).await.unwrap();
-        let table_metadata_manager = env.table_metadata_manager().clone();
-        let leader_region_registry = env.leader_region_registry().clone();
-        let mailbox = env.mailbox_context().mailbox().clone();
-
+    /// 2. Return the procedure, the minimum last entry id to prune and the regions to flush.
+    async fn mock_test_data(procedure: &WalPruneProcedure) -> (u64, Vec<RegionId>) {
         let n_region = 10;
         let n_table = 5;
-        let threshold = 10;
         // 5 entries per region.
         let offsets = mock_wal_entries(
-            topic_creator.client().clone(),
-            &topic,
+            procedure.context.client.clone(),
+            &procedure.data.topic,
             (n_region * n_table * 5) as usize,
         )
         .await;
-
-        let (min_flushed_entry_id, regions_to_flush) = new_wal_prune_metadata(
-            table_metadata_manager.clone(),
-            leader_region_registry.clone(),
+        let (prunable_entry_id, regions_to_flush) = new_wal_prune_metadata(
+            procedure.context.table_metadata_manager.clone(),
+            procedure.context.leader_region_registry.clone(),
             n_region,
             n_table,
             &offsets,
-            threshold,
-            topic.clone(),
+            procedure.data.trigger_flush_threshold,
+            procedure.data.topic.clone(),
         )
         .await;
-
-        let context = Context {
-            client: topic_creator.client().clone(),
-            table_metadata_manager,
-            leader_region_registry,
-            mailbox,
-            server_addr: env.server_addr().to_string(),
-        };
-
-        let wal_prune_procedure = WalPruneProcedure::new(topic, context, Some(threshold));
-        (wal_prune_procedure, min_flushed_entry_id, regions_to_flush)
+        (prunable_entry_id, regions_to_flush)
     }
 
     fn record(i: usize) -> Record {
@@ -603,10 +554,18 @@ mod tests {
         run_test_with_kafka_wal(|broker_endpoints| {
             Box::pin(async {
                 common_telemetry::init_default_ut_logging();
-                let topic_name = "greptime_test_topic".to_string();
+                let mut topic_name = uuid::Uuid::new_v4().to_string();
+                // Topic should start with a letter.
+                topic_name = format!("test_procedure_execution-{}", topic_name);
                 let mut env = TestEnv::new();
-                let (mut procedure, min_flushed_entry_id, regions_to_flush) =
-                    mock_test_env(topic_name.clone(), broker_endpoints, &env).await;
+                let context = env.build_wal_prune_context(broker_endpoints).await;
+                let mut procedure = WalPruneProcedure::new(topic_name.clone(), context, 10, None);
+
+                // Before any data in kvbackend is mocked, should return a retryable error.
+                let result = procedure.on_prune().await;
+                assert_matches!(result, Err(e) if e.is_retryable());
+
+                let (prunable_entry_id, regions_to_flush) = mock_test_data(&procedure).await;
 
                 // Step 1: Test `on_prepare`.
                 let status = procedure.on_prepare().await.unwrap();
@@ -618,7 +577,7 @@ mod tests {
                     }
                 );
                 assert_matches!(procedure.data.state, WalPruneState::FlushRegion);
-                assert_eq!(procedure.data.min_flushed_entry_id, min_flushed_entry_id);
+                assert_eq!(procedure.data.prunable_entry_id, prunable_entry_id);
                 assert_eq!(
                     procedure.data.regions_to_flush.len(),
                     regions_to_flush.len()
@@ -646,34 +605,31 @@ mod tests {
                 // Step 3: Test `on_prune`.
                 let status = procedure.on_prune().await.unwrap();
                 assert_matches!(status, Status::Done { output: None });
-                // Check if the entry ids after `min_flushed_entry_id` still exist.
+                // Check if the entry ids after `prunable_entry_id` still exist.
                 check_entry_id_existence(
                     procedure.context.client.clone(),
                     &topic_name,
-                    procedure.data.min_flushed_entry_id as i64 + 1,
+                    procedure.data.prunable_entry_id as i64 + 1,
                     true,
                 )
                 .await;
-                // Check if the entry s before `min_flushed_entry_id` are deleted.
+                // Check if the entry s before `prunable_entry_id` are deleted.
                 check_entry_id_existence(
                     procedure.context.client.clone(),
                     &topic_name,
-                    procedure.data.min_flushed_entry_id as i64,
+                    procedure.data.prunable_entry_id as i64,
                     false,
                 )
                 .await;
 
-                let min_entry_id = env
-                    .table_metadata_manager()
+                let value = env
+                    .table_metadata_manager
                     .topic_name_manager()
                     .get(&topic_name)
                     .await
                     .unwrap()
                     .unwrap();
-                assert_eq!(
-                    min_entry_id.pruned_entry_id,
-                    procedure.data.min_flushed_entry_id
-                );
+                assert_eq!(value.pruned_entry_id, procedure.data.prunable_entry_id);
 
                 // Step 4: Test `on_prepare`, `check_heartbeat_collected_region_ids` fails.
                 // Should log a warning and return `Status::Done`.
@@ -682,13 +638,10 @@ mod tests {
                 assert_matches!(status, Status::Done { output: None });
 
                 // Step 5: Test `on_prepare`, don't flush regions.
-                procedure.data.trigger_flush_threshold = None;
+                procedure.data.trigger_flush_threshold = 0;
                 procedure.on_prepare().await.unwrap();
                 assert_matches!(procedure.data.state, WalPruneState::Prune);
-                assert_eq!(
-                    min_entry_id.pruned_entry_id,
-                    procedure.data.min_flushed_entry_id
-                );
+                assert_eq!(value.pruned_entry_id, procedure.data.prunable_entry_id);
 
                 // Clean up the topic.
                 delete_topic(procedure.context.client, &topic_name).await;
diff --git a/src/meta-srv/src/procedure/wal_prune/manager.rs b/src/meta-srv/src/procedure/wal_prune/manager.rs
new file mode 100644
index 0000000000..8e5072ad11
--- /dev/null
+++ b/src/meta-srv/src/procedure/wal_prune/manager.rs
@@ -0,0 +1,438 @@
+// Copyright 2023 Greptime Team
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+//     http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+use std::collections::hash_set::Entry;
+use std::collections::HashSet;
+use std::fmt::{Debug, Formatter};
+use std::sync::{Arc, Mutex, RwLock};
+use std::time::Duration;
+
+use common_meta::key::TableMetadataManagerRef;
+use common_meta::leadership_notifier::LeadershipChangeListener;
+use common_procedure::{watcher, ProcedureId, ProcedureManagerRef, ProcedureWithId};
+use common_runtime::JoinHandle;
+use common_telemetry::{error, info, warn};
+use futures::future::join_all;
+use snafu::{OptionExt, ResultExt};
+use tokio::sync::mpsc::{Receiver, Sender};
+use tokio::sync::Semaphore;
+use tokio::time::{interval_at, Instant, MissedTickBehavior};
+
+use crate::error::{self, Result};
+use crate::metrics::METRIC_META_REMOTE_WAL_PRUNE_EXECUTE;
+use crate::procedure::wal_prune::{Context as WalPruneContext, WalPruneProcedure};
+
+pub type WalPruneTickerRef = Arc<WalPruneTicker>;
+
+/// Tracks running [WalPruneProcedure]s and the resources they hold.
+/// A [WalPruneProcedure] is holding a semaphore permit to limit the number of concurrent procedures.
+///
+/// TODO(CookiePie): Similar to [RegionMigrationProcedureTracker], maybe can refactor to a unified framework.
+#[derive(Clone)]
+pub struct WalPruneProcedureTracker {
+    running_procedures: Arc<RwLock<HashSet<String>>>,
+}
+
+impl WalPruneProcedureTracker {
+    /// Insert a running [WalPruneProcedure] for the given topic name and
+    /// consume acquire a semaphore permit for the given topic name.
+    pub fn insert_running_procedure(&self, topic_name: String) -> Option<WalPruneProcedureGuard> {
+        let mut running_procedures = self.running_procedures.write().unwrap();
+        match running_procedures.entry(topic_name.clone()) {
+            Entry::Occupied(_) => None,
+            Entry::Vacant(entry) => {
+                entry.insert();
+                Some(WalPruneProcedureGuard {
+                    topic_name,
+                    running_procedures: self.running_procedures.clone(),
+                })
+            }
+        }
+    }
+
+    /// Number of running [WalPruneProcedure]s.
+    pub fn len(&self) -> usize {
+        self.running_procedures.read().unwrap().len()
+    }
+}
+
+/// [WalPruneProcedureGuard] is a guard for [WalPruneProcedure].
+/// It is used to track the running [WalPruneProcedure]s.
+/// When the guard is dropped, it will remove the topic name from the running procedures and release the semaphore.
+pub struct WalPruneProcedureGuard {
+    topic_name: String,
+    running_procedures: Arc<RwLock<HashSet<String>>>,
+}
+
+impl Drop for WalPruneProcedureGuard {
+    fn drop(&mut self) {
+        let mut running_procedures = self.running_procedures.write().unwrap();
+        running_procedures.remove(&self.topic_name);
+    }
+}
+
+/// Event is used to notify the [WalPruneManager] to do some work.
+///
+/// - `Tick`: Trigger a submission of [WalPruneProcedure] to prune remote WAL.
+pub enum Event {
+    Tick,
+}
+
+impl Debug for Event {
+    fn fmt(&self, f: &mut Formatter<'_>) -> std::fmt::Result {
+        match self {
+            Event::Tick => write!(f, "Tick"),
+        }
+    }
+}
+
+/// [WalPruneTicker] is a ticker that periodically sends [Event]s to the [WalPruneManager].
+/// It is used to trigger the [WalPruneManager] to submit [WalPruneProcedure]s.
+pub(crate) struct WalPruneTicker {
+    /// Handle of ticker thread.
+    pub(crate) tick_handle: Mutex<Option<JoinHandle<()>>>,
+    /// The interval of tick.
+    pub(crate) tick_interval: Duration,
+    /// Sends [Event]s.
+    pub(crate) sender: Sender<Event>,
+}
+
+#[async_trait::async_trait]
+impl LeadershipChangeListener for WalPruneTicker {
+    fn name(&self) -> &'static str {
+        "WalPruneTicker"
+    }
+
+    async fn on_leader_start(&self) -> common_meta::error::Result<()> {
+        self.start();
+        Ok(())
+    }
+
+    async fn on_leader_stop(&self) -> common_meta::error::Result<()> {
+        self.stop();
+        Ok(())
+    }
+}
+
+/// TODO(CookiePie): Similar to [RegionSupervisorTicker], maybe can refactor to a unified framework.
+impl WalPruneTicker {
+    pub(crate) fn new(tick_interval: Duration, sender: Sender<Event>) -> Self {
+        Self {
+            tick_handle: Mutex::new(None),
+            tick_interval,
+            sender,
+        }
+    }
+
+    /// Starts the ticker.
+    pub fn start(&self) {
+        let mut handle = self.tick_handle.lock().unwrap();
+        if handle.is_none() {
+            let sender = self.sender.clone();
+            let tick_interval = self.tick_interval;
+            let ticker_loop = tokio::spawn(async move {
+                let mut interval = interval_at(Instant::now() + tick_interval, tick_interval);
+                interval.set_missed_tick_behavior(MissedTickBehavior::Skip);
+                loop {
+                    interval.tick().await;
+                    if sender.send(Event::Tick).await.is_err() {
+                        info!("EventReceiver is dropped, tick loop is stopped");
+                        break;
+                    }
+                }
+            });
+            *handle = Some(ticker_loop);
+        }
+        info!("WalPruneTicker started.");
+    }
+
+    /// Stops the ticker.
+    pub fn stop(&self) {
+        let mut handle = self.tick_handle.lock().unwrap();
+        if let Some(handle) = handle.take() {
+            handle.abort();
+        }
+        info!("WalPruneTicker stopped.");
+    }
+}
+
+impl Drop for WalPruneTicker {
+    fn drop(&mut self) {
+        self.stop();
+    }
+}
+
+/// [WalPruneManager] manages all remote WAL related tasks in metasrv.
+///
+/// [WalPruneManager] is responsible for:
+/// 1. Registering [WalPruneProcedure] loader in the procedure manager.
+/// 2. Periodically receive [Event::Tick] to submit [WalPruneProcedure] to prune remote WAL.
+/// 3. Use a semaphore to limit the number of concurrent [WalPruneProcedure]s.
+pub(crate) struct WalPruneManager {
+    /// Table metadata manager to restore topics from kvbackend.
+    table_metadata_manager: TableMetadataManagerRef,
+    /// Receives [Event]s.
+    receiver: Receiver<Event>,
+    /// Procedure manager.
+    procedure_manager: ProcedureManagerRef,
+    /// Tracker for running [WalPruneProcedure]s.
+    tracker: WalPruneProcedureTracker,
+    /// Semaphore to limit the number of concurrent [WalPruneProcedure]s.
+    semaphore: Arc<Semaphore>,
+
+    /// Context for [WalPruneProcedure].
+    wal_prune_context: WalPruneContext,
+    /// Trigger flush threshold for [WalPruneProcedure].
+    /// If `None`, never send flush requests.
+    trigger_flush_threshold: u64,
+}
+
+impl WalPruneManager {
+    /// Returns a new empty [WalPruneManager].
+    pub fn new(
+        table_metadata_manager: TableMetadataManagerRef,
+        limit: usize,
+        receiver: Receiver<Event>,
+        procedure_manager: ProcedureManagerRef,
+        wal_prune_context: WalPruneContext,
+        trigger_flush_threshold: u64,
+    ) -> Self {
+        Self {
+            table_metadata_manager,
+            receiver,
+            procedure_manager,
+            wal_prune_context,
+            tracker: WalPruneProcedureTracker {
+                running_procedures: Arc::new(RwLock::new(HashSet::new())),
+            },
+            semaphore: Arc::new(Semaphore::new(limit)),
+            trigger_flush_threshold,
+        }
+    }
+
+    /// Start the [WalPruneManager]. It will register [WalPruneProcedure] loader in the procedure manager.
+    pub async fn try_start(mut self) -> Result<()> {
+        let context = self.wal_prune_context.clone();
+        let tracker = self.tracker.clone();
+        self.procedure_manager
+            .register_loader(
+                WalPruneProcedure::TYPE_NAME,
+                Box::new(move |json| {
+                    let tracker = tracker.clone();
+                    WalPruneProcedure::from_json(json, &context, tracker).map(|p| Box::new(p) as _)
+                }),
+            )
+            .context(error::RegisterProcedureLoaderSnafu {
+                type_name: WalPruneProcedure::TYPE_NAME,
+            })?;
+        common_runtime::spawn_global(async move {
+            self.run().await;
+        });
+        info!("WalPruneProcedureManager Started.");
+        Ok(())
+    }
+
+    /// Returns a mpsc channel with a buffer capacity of 1024 for sending and receiving `Event` messages.
+    pub(crate) fn channel() -> (Sender<Event>, Receiver<Event>) {
+        tokio::sync::mpsc::channel(1024)
+    }
+
+    /// Runs the main loop. Performs actions on received events.
+    ///
+    /// - `Tick`: Submit `limit` [WalPruneProcedure]s to prune remote WAL.
+    pub(crate) async fn run(&mut self) {
+        while let Some(event) = self.receiver.recv().await {
+            match event {
+                Event::Tick => self.handle_tick_request().await.unwrap_or_else(|e| {
+                    error!(e; "Failed to handle tick request");
+                }),
+            }
+        }
+    }
+
+    /// Submits a [WalPruneProcedure] for the given topic name.
+    pub async fn submit_procedure(&self, topic_name: &str) -> Result<ProcedureId> {
+        let guard = self
+            .tracker
+            .insert_running_procedure(topic_name.to_string())
+            .with_context(|| error::PruneTaskAlreadyRunningSnafu { topic: topic_name })?;
+
+        let procedure = WalPruneProcedure::new(
+            topic_name.to_string(),
+            self.wal_prune_context.clone(),
+            self.trigger_flush_threshold,
+            Some(guard),
+        );
+        let procedure_with_id = ProcedureWithId::with_random_id(Box::new(procedure));
+        let procedure_id = procedure_with_id.id;
+        METRIC_META_REMOTE_WAL_PRUNE_EXECUTE
+            .with_label_values(&[topic_name])
+            .inc();
+        let procedure_manager = self.procedure_manager.clone();
+        let mut watcher = procedure_manager
+            .submit(procedure_with_id)
+            .await
+            .context(error::SubmitProcedureSnafu)?;
+        watcher::wait(&mut watcher)
+            .await
+            .context(error::WaitProcedureSnafu)?;
+
+        Ok(procedure_id)
+    }
+
+    async fn handle_tick_request(&self) -> Result<()> {
+        let topics = self.retrieve_sorted_topics().await?;
+        let mut tasks = Vec::with_capacity(topics.len());
+        for topic_name in topics.iter() {
+            tasks.push(async {
+                let _permit = self.semaphore.acquire().await.unwrap();
+                match self.submit_procedure(topic_name).await {
+                    Ok(_) => {}
+                    Err(error::Error::PruneTaskAlreadyRunning { topic, .. }) => {
+                        warn!("Prune task for topic {} is already running", topic);
+                    }
+                    Err(e) => {
+                        error!(
+                            "Failed to submit prune task for topic {}: {}",
+                            topic_name.clone(),
+                            e
+                        );
+                    }
+                }
+            });
+        }
+
+        join_all(tasks).await;
+        Ok(())
+    }
+
+    /// Retrieve topics from the table metadata manager.
+    /// Since [WalPruneManager] submits procedures depending on the order of the topics, we should sort the topics.
+    /// TODO(CookiePie): Can register topics in memory instead of retrieving from the table metadata manager every time.
+    async fn retrieve_sorted_topics(&self) -> Result<Vec<String>> {
+        self.table_metadata_manager
+            .topic_name_manager()
+            .range()
+            .await
+            .context(error::TableMetadataManagerSnafu)
+    }
+}
+
+#[cfg(test)]
+mod test {
+    use std::assert_matches::assert_matches;
+
+    use common_meta::key::topic_name::TopicNameKey;
+    use common_wal::test_util::run_test_with_kafka_wal;
+    use tokio::time::{sleep, timeout};
+
+    use super::*;
+    use crate::procedure::wal_prune::test_util::TestEnv;
+
+    #[tokio::test]
+    async fn test_wal_prune_ticker() {
+        let (tx, mut rx) = WalPruneManager::channel();
+        let interval = Duration::from_millis(10);
+        let ticker = WalPruneTicker::new(interval, tx);
+        assert_eq!(ticker.name(), "WalPruneTicker");
+
+        for _ in 0..2 {
+            ticker.start();
+            sleep(2 * interval).await;
+            assert!(!rx.is_empty());
+            while let Ok(event) = rx.try_recv() {
+                assert_matches!(event, Event::Tick);
+            }
+        }
+        ticker.stop();
+    }
+
+    #[tokio::test]
+    async fn test_wal_prune_tracker_and_guard() {
+        let tracker = WalPruneProcedureTracker {
+            running_procedures: Arc::new(RwLock::new(HashSet::new())),
+        };
+        let topic_name = uuid::Uuid::new_v4().to_string();
+        {
+            let guard = tracker
+                .insert_running_procedure(topic_name.clone())
+                .unwrap();
+            assert_eq!(guard.topic_name, topic_name);
+            assert_eq!(guard.running_procedures.read().unwrap().len(), 1);
+
+            let result = tracker.insert_running_procedure(topic_name.clone());
+            assert!(result.is_none());
+        }
+        assert_eq!(tracker.running_procedures.read().unwrap().len(), 0);
+    }
+
+    async fn mock_wal_prune_manager(
+        broker_endpoints: Vec<String>,
+        limit: usize,
+    ) -> (Sender<Event>, WalPruneManager) {
+        let test_env = TestEnv::new();
+        let (tx, rx) = WalPruneManager::channel();
+        let wal_prune_context = test_env.build_wal_prune_context(broker_endpoints).await;
+        (
+            tx,
+            WalPruneManager::new(
+                test_env.table_metadata_manager.clone(),
+                limit,
+                rx,
+                test_env.procedure_manager.clone(),
+                wal_prune_context,
+                0,
+            ),
+        )
+    }
+
+    async fn mock_topics(manager: &WalPruneManager, topics: &[String]) {
+        let topic_name_keys = topics
+            .iter()
+            .map(|topic| TopicNameKey::new(topic))
+            .collect::<Vec<_>>();
+        manager
+            .table_metadata_manager
+            .topic_name_manager()
+            .batch_put(topic_name_keys)
+            .await
+            .unwrap();
+    }
+
+    #[tokio::test]
+    async fn test_wal_prune_manager() {
+        run_test_with_kafka_wal(|broker_endpoints| {
+            Box::pin(async {
+                let limit = 6;
+                let (tx, manager) = mock_wal_prune_manager(broker_endpoints, limit).await;
+                let topics = (0..limit * 2)
+                    .map(|_| uuid::Uuid::new_v4().to_string())
+                    .collect::<Vec<_>>();
+                mock_topics(&manager, &topics).await;
+
+                let tracker = manager.tracker.clone();
+                let handler =
+                    common_runtime::spawn_global(async move { manager.try_start().await.unwrap() });
+                handler.await.unwrap();
+
+                tx.send(Event::Tick).await.unwrap();
+                // Wait for at least one procedure to be submitted.
+                timeout(Duration::from_millis(100), async move { tracker.len() > 0 })
+                    .await
+                    .unwrap();
+            })
+        })
+        .await;
+    }
+}
diff --git a/src/meta-srv/src/procedure/wal_prune/test_util.rs b/src/meta-srv/src/procedure/wal_prune/test_util.rs
new file mode 100644
index 0000000000..b7cdbad286
--- /dev/null
+++ b/src/meta-srv/src/procedure/wal_prune/test_util.rs
@@ -0,0 +1,94 @@
+// Copyright 2023 Greptime Team
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+//     http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+use std::sync::Arc;
+
+use common_meta::key::{TableMetadataManager, TableMetadataManagerRef};
+use common_meta::kv_backend::memory::MemoryKvBackend;
+use common_meta::region_registry::{LeaderRegionRegistry, LeaderRegionRegistryRef};
+use common_meta::sequence::SequenceBuilder;
+use common_meta::state_store::KvStateStore;
+use common_meta::wal_options_allocator::build_kafka_client;
+use common_procedure::local::{LocalManager, ManagerConfig};
+use common_procedure::test_util::InMemoryPoisonStore;
+use common_procedure::ProcedureManagerRef;
+use common_wal::config::kafka::common::{KafkaConnectionConfig, KafkaTopicConfig};
+use common_wal::config::kafka::MetasrvKafkaConfig;
+use rskafka::client::Client;
+
+use crate::procedure::test_util::MailboxContext;
+use crate::procedure::wal_prune::Context as WalPruneContext;
+
+pub struct TestEnv {
+    pub table_metadata_manager: TableMetadataManagerRef,
+    pub leader_region_registry: LeaderRegionRegistryRef,
+    pub procedure_manager: ProcedureManagerRef,
+    pub mailbox: MailboxContext,
+    pub server_addr: String,
+}
+
+impl TestEnv {
+    pub fn new() -> Self {
+        let kv_backend = Arc::new(MemoryKvBackend::new());
+        let table_metadata_manager = Arc::new(TableMetadataManager::new(kv_backend.clone()));
+        let leader_region_registry = Arc::new(LeaderRegionRegistry::new());
+        let mailbox_sequence =
+            SequenceBuilder::new("test_heartbeat_mailbox", kv_backend.clone()).build();
+
+        let state_store = Arc::new(KvStateStore::new(kv_backend.clone()));
+        let poison_manager = Arc::new(InMemoryPoisonStore::default());
+        let procedure_manager = Arc::new(LocalManager::new(
+            ManagerConfig::default(),
+            state_store,
+            poison_manager,
+        ));
+
+        let mailbox_ctx = MailboxContext::new(mailbox_sequence);
+
+        Self {
+            table_metadata_manager,
+            leader_region_registry,
+            procedure_manager,
+            mailbox: mailbox_ctx,
+            server_addr: "localhost".to_string(),
+        }
+    }
+
+    async fn build_kafka_client(broker_endpoints: Vec<String>) -> Arc<Client> {
+        let kafka_topic = KafkaTopicConfig {
+            replication_factor: broker_endpoints.len() as i16,
+            ..Default::default()
+        };
+        let config = MetasrvKafkaConfig {
+            connection: KafkaConnectionConfig {
+                broker_endpoints,
+                ..Default::default()
+            },
+            kafka_topic,
+            ..Default::default()
+        };
+        Arc::new(build_kafka_client(&config).await.unwrap())
+    }
+
+    pub async fn build_wal_prune_context(&self, broker_endpoints: Vec<String>) -> WalPruneContext {
+        let client = Self::build_kafka_client(broker_endpoints).await;
+        WalPruneContext {
+            client,
+            table_metadata_manager: self.table_metadata_manager.clone(),
+            leader_region_registry: self.leader_region_registry.clone(),
+            server_addr: self.server_addr.to_string(),
+            mailbox: self.mailbox.mailbox().clone(),
+        }
+    }
+}
diff --git a/src/meta-srv/src/selector/weight_compute.rs b/src/meta-srv/src/selector/weight_compute.rs
index eb35f43f19..904fc1f4e7 100644
--- a/src/meta-srv/src/selector/weight_compute.rs
+++ b/src/meta-srv/src/selector/weight_compute.rs
@@ -195,6 +195,8 @@ mod tests {
                     manifest_version: 0,
                     flushed_entry_id: 0,
                 },
+                data_topic_latest_entry_id: 0,
+                metadata_topic_latest_entry_id: 0,
             }],
             ..Default::default()
         }
@@ -220,6 +222,8 @@ mod tests {
                     manifest_version: 0,
                     flushed_entry_id: 0,
                 },
+                data_topic_latest_entry_id: 0,
+                metadata_topic_latest_entry_id: 0,
             }],
             ..Default::default()
         }
@@ -245,6 +249,8 @@ mod tests {
                     manifest_version: 0,
                     flushed_entry_id: 0,
                 },
+                data_topic_latest_entry_id: 0,
+                metadata_topic_latest_entry_id: 0,
             }],
             ..Default::default()
         }
diff --git a/tests/conf/metasrv-test.toml.template b/tests/conf/metasrv-test.toml.template
index 1196403a26..3daf6150f3 100644
--- a/tests/conf/metasrv-test.toml.template
+++ b/tests/conf/metasrv-test.toml.template
@@ -18,4 +18,5 @@ broker_endpoints = {kafka_wal_broker_endpoints | unescaped}
 num_topics = 3
 selector_type = "round_robin"
 topic_name_prefix = "distributed_test_greptimedb_wal_topic"
+auto_prune_topic_records = true
 {{ endif }}