diff --git a/build.gradle b/build.gradle
index 9919a97..acbcd57 100644
--- a/build.gradle
+++ b/build.gradle
@@ -1,7 +1,7 @@
 plugins {
     id "com.github.node-gradle.node" version "5.0.0"
     id "io.freefair.lombok" version "8.0.0-rc2"
-    id "run.halo.plugin.devtools" version "0.1.1"
+    id "run.halo.plugin.devtools" version "0.4.1"
     id 'java'
 }
 
@@ -46,7 +46,7 @@ build {
 }
 
 halo {
-    version = '2.17.0'
+    version = '2.20'
     debug = true;
 }
 
diff --git a/console/src/extensions/tags/index.ts b/console/src/extensions/tags/index.ts
index d952189..a33fed6 100644
--- a/console/src/extensions/tags/index.ts
+++ b/console/src/extensions/tags/index.ts
@@ -63,7 +63,7 @@ export const TagsExtension = Mark.create<TagOptions>({
         default: null,
         renderHTML(attributes) {
           return {
-            href: `?tag=${encodeURI(attributes.tagText)}`,
+            href: `/moments?tag=${encodeURI(attributes.tagText)}`,
             "data-pjax": "",
           };
         },
diff --git a/src/main/java/run/halo/moments/finders/impl/MomentFinderImpl.java b/src/main/java/run/halo/moments/finders/impl/MomentFinderImpl.java
index 2c3e8de..36fc1d4 100644
--- a/src/main/java/run/halo/moments/finders/impl/MomentFinderImpl.java
+++ b/src/main/java/run/halo/moments/finders/impl/MomentFinderImpl.java
@@ -5,6 +5,7 @@
 import static run.halo.app.extension.index.query.QueryFactory.equal;
 
 import jakarta.annotation.Nonnull;
+import java.nio.charset.StandardCharsets;
 import java.util.List;
 import java.util.Objects;
 import java.util.function.Predicate;
@@ -12,6 +13,7 @@
 import org.apache.commons.lang3.ObjectUtils;
 import org.apache.commons.lang3.StringUtils;
 import org.springframework.data.domain.Sort;
+import org.springframework.web.util.UriUtils;
 import reactor.core.publisher.Flux;
 import reactor.core.publisher.Mono;
 import run.halo.app.core.extension.Counter;
@@ -109,6 +111,8 @@ public Flux<MomentTagVo> listAllTags() {
                 .map(count -> MomentTagVo.builder()
                     .name(groupedFlux.key())
                     .momentCount(count.intValue())
+                    .permalink("/moments?tag=" + UriUtils.encode(groupedFlux.key(),
+                        StandardCharsets.UTF_8))
                     .build()
                 )
             );
diff --git a/src/main/java/run/halo/moments/vo/MomentTagVo.java b/src/main/java/run/halo/moments/vo/MomentTagVo.java
index 48a6d7d..8e8375b 100644
--- a/src/main/java/run/halo/moments/vo/MomentTagVo.java
+++ b/src/main/java/run/halo/moments/vo/MomentTagVo.java
@@ -1,7 +1,10 @@
 package run.halo.moments.vo;
 
 import lombok.Builder;
+import lombok.ToString;
 import lombok.Value;
+import org.springframework.web.util.UriUtils;
+import java.nio.charset.StandardCharsets;
 
 @Value
 @Builder
@@ -9,5 +12,7 @@ public class MomentTagVo {
 
     String name;
 
+    String permalink;
+
     Integer momentCount;
 }