diff --git a/komga-webui/src/components/FilterList.vue b/komga-webui/src/components/FilterList.vue
index c78784eff..cae0e1e8c 100644
--- a/komga-webui/src/components/FilterList.vue
+++ b/komga-webui/src/components/FilterList.vue
@@ -1,27 +1,25 @@
 <template>
-    <v-list dense>
-      <div v-for="(f, key) in filtersOptions"
-           :key="key"
+  <v-list dense>
+    <div v-for="(f, key) in filtersOptions"
+         :key="key"
+    >
+      <v-subheader v-if="f.name">{{ f.name }}</v-subheader>
+      <v-list-item v-for="v in f.values"
+                   :key="v.value"
+                   @click.stop="click(key, v.value)"
       >
-        <v-subheader v-if="f.name">{{ f.name }}</v-subheader>
-        <v-list-item v-for="v in f.values"
-                     :key="v"
-                     @click.stop="click(key, v)"
-        >
-          <v-list-item-icon>
-            <v-icon v-if="filtersActive[key].includes(v)" color="secondary">
-              mdi-checkbox-marked
-            </v-icon>
-            <v-icon v-else>
-              mdi-checkbox-blank-outline
-            </v-icon>
-          </v-list-item-icon>
-          <v-list-item-title class="text-capitalize">
-            {{ v.toString().toLowerCase().replace('_', ' ') }}
-          </v-list-item-title>
-        </v-list-item>
-      </div>
-    </v-list>
+        <v-list-item-icon>
+          <v-icon v-if="key in filtersActive && filtersActive[key].includes(v.value)" color="secondary">
+            mdi-checkbox-marked
+          </v-icon>
+          <v-icon v-else>
+            mdi-checkbox-blank-outline
+          </v-icon>
+        </v-list-item-icon>
+        <v-list-item-title>{{ v.name }}</v-list-item-title>
+      </v-list-item>
+    </div>
+  </v-list>
 </template>
 
 <script lang="ts">
@@ -42,6 +40,7 @@ export default Vue.extend({
   methods: {
     click (key: string, value: string) {
       let r = this.$_.cloneDeep(this.filtersActive)
+      if (!(key in r)) r[key] = []
       if (r[key].includes(value)) this.$_.pull(r[key], (value))
       else r[key].push(value)
 
diff --git a/komga-webui/src/components/FilterPanels.vue b/komga-webui/src/components/FilterPanels.vue
index 7e6fd2ffd..469209d8d 100644
--- a/komga-webui/src/components/FilterPanels.vue
+++ b/komga-webui/src/components/FilterPanels.vue
@@ -1,5 +1,5 @@
 <template>
-  <v-expansion-panels accordion multiple flat tile hover>
+  <v-expansion-panels accordion flat tile hover>
     <v-expansion-panel
       v-for="(f, key) in filtersOptions"
       :key="key"
@@ -17,20 +17,18 @@
       <v-expansion-panel-content class="no-padding">
         <v-list dense>
           <v-list-item v-for="v in f.values"
-                       :key="v"
-                       @click.stop="click(key, v)"
+                       :key="v.value"
+                       @click.stop="click(key, v.value)"
           >
             <v-list-item-icon>
-              <v-icon v-if="filtersActive[key].includes(v)" color="secondary">
+              <v-icon v-if="key in filtersActive && filtersActive[key].includes(v.value)" color="secondary">
                 mdi-checkbox-marked
               </v-icon>
               <v-icon v-else>
                 mdi-checkbox-blank-outline
               </v-icon>
             </v-list-item-icon>
-            <v-list-item-title class="text-capitalize">
-              {{ v.toString().toLowerCase().replace('_', ' ') }}
-            </v-list-item-title>
+            <v-list-item-title>{{ v.name }}</v-list-item-title>
           </v-list-item>
         </v-list>
       </v-expansion-panel-content>
@@ -61,8 +59,9 @@ export default Vue.extend({
       this.$emit('update:filtersActive', r)
     },
     groupActive (key: string): boolean {
+      if (!(key in this.filtersActive)) return false
       for (let v of this.filtersOptions[key].values) {
-        if (this.filtersActive[key].includes(v)) {
+        if (this.filtersActive[key].includes(v.value)) {
           return true
         }
       }
@@ -70,6 +69,7 @@ export default Vue.extend({
     },
     click (key: string, value: string) {
       let r = this.$_.cloneDeep(this.filtersActive)
+      if (!(key in r)) r[key] = []
       if (r[key].includes(value)) this.$_.pull(r[key], (value))
       else r[key].push(value)
 
diff --git a/komga-webui/src/functions/filter.ts b/komga-webui/src/functions/filter.ts
index 118941ec1..7f796d6be 100644
--- a/komga-webui/src/functions/filter.ts
+++ b/komga-webui/src/functions/filter.ts
@@ -3,3 +3,13 @@ export function sortOrFilterActive (sortActive: SortActive, sortDefault: SortAct
   const filterCustom = Object.keys(filters).some(x => filters[x].length !== 0)
   return sortCustom || filterCustom
 }
+
+export function mergeFilterParams (filter: FiltersActive, query: any) {
+  for (const f of Object.keys(filter)) {
+    if (filter[f].length !== 0) query[f] = `${filter[f]}`
+  }
+}
+
+export function toNameValue (list: string[]): NameValue[] {
+  return list.map(x => ({ name: x, value: x } as NameValue))
+}
diff --git a/komga-webui/src/functions/query-params.ts b/komga-webui/src/functions/query-params.ts
index d6919c83f..8ae6c7a11 100644
--- a/komga-webui/src/functions/query-params.ts
+++ b/komga-webui/src/functions/query-params.ts
@@ -11,6 +11,6 @@ export function parseQuerySort (querySort: any, sortOptions: SortOption[]): Sort
   return customSort
 }
 
-export function parseQueryFilter (queryStatus: any, enumeration: any): string[] {
-  return queryStatus ? queryStatus.toString().split(',').filter((x: string) => Object.keys(enumeration).includes(x)) : []
+export function parseQueryFilter (queryStatus: any, enumeration: string[]): string[] {
+  return queryStatus ? queryStatus.toString().split(',').filter((x: string) => enumeration.includes(x)) : []
 }
diff --git a/komga-webui/src/services/komga-referential.service.ts b/komga-webui/src/services/komga-referential.service.ts
index 24f4aece2..2cf647985 100644
--- a/komga-webui/src/services/komga-referential.service.ts
+++ b/komga-webui/src/services/komga-referential.service.ts
@@ -1,6 +1,7 @@
 import { AxiosInstance } from 'axios'
 
 const qs = require('qs')
+const tags = require('language-tags')
 
 export default class KomgaReferentialService {
   private http: AxiosInstance
@@ -51,4 +52,37 @@ export default class KomgaReferentialService {
       throw new Error(msg)
     }
   }
+
+  async getPublishers (): Promise<string[]> {
+    try {
+      return (await this.http.get('/api/v1/publishers')).data
+    } catch (e) {
+      let msg = 'An error occurred while trying to retrieve publishers'
+      if (e.response.data.message) {
+        msg += `: ${e.response.data.message}`
+      }
+      throw new Error(msg)
+    }
+  }
+
+  async getLanguages (): Promise<NameValue[]> {
+    try {
+      const data = (await this.http.get('/api/v1/languages')).data
+      const ret = [] as NameValue[]
+      for (const code of data) {
+        const tag = tags(code)
+        if (tag.valid()) {
+          const name = tag.language().descriptions()[0] + ` (${code})`
+          ret.push({ name: name, value: code })
+        }
+      }
+      return ret
+    } catch (e) {
+      let msg = 'An error occurred while trying to retrieve publishers'
+      if (e.response.data.message) {
+        msg += `: ${e.response.data.message}`
+      }
+      throw new Error(msg)
+    }
+  }
 }
diff --git a/komga-webui/src/services/komga-series.service.ts b/komga-webui/src/services/komga-series.service.ts
index b6e0a30fd..b649f270b 100644
--- a/komga-webui/src/services/komga-series.service.ts
+++ b/komga-webui/src/services/komga-series.service.ts
@@ -11,21 +11,18 @@ export default class KomgaSeriesService {
     this.http = http
   }
 
-  async getSeries (libraryId?: string, pageRequest?: PageRequest, search?: string, status?: string[], readStatus?: string[]): Promise<Page<SeriesDto>> {
+  async getSeries (libraryId?: string, pageRequest?: PageRequest, search?: string, status?: string[], readStatus?: string[], genre?: string[], tag?: string[], language?: string[], publisher?: string[]): Promise<Page<SeriesDto>> {
     try {
       const params = { ...pageRequest } as any
-      if (libraryId) {
-        params.library_id = libraryId
-      }
-      if (search) {
-        params.search = search
-      }
-      if (status) {
-        params.status = status
-      }
-      if (readStatus) {
-        params.read_status = readStatus
-      }
+      if (libraryId) params.library_id = libraryId
+      if (search) params.search = search
+      if (status) params.status = status
+      if (readStatus) params.read_status = readStatus
+      if (genre) params.genre = genre
+      if (tag) params.tag = tag
+      if (language) params.language = language
+      if (publisher) params.publisher = publisher
+
       return (await this.http.get(API_SERIES, {
         params: params,
         paramsSerializer: params => qs.stringify(params, { indices: false }),
@@ -81,12 +78,12 @@ export default class KomgaSeriesService {
     }
   }
 
-  async getBooks (seriesId: string, pageRequest?: PageRequest, readStatus?: string[]): Promise<Page<BookDto>> {
+  async getBooks (seriesId: string, pageRequest?: PageRequest, readStatus?: string[], tag?: string[]): Promise<Page<BookDto>> {
     try {
       const params = { ...pageRequest } as any
-      if (readStatus) {
-        params.read_status = readStatus
-      }
+      if (readStatus) params.read_status = readStatus
+      if (tag) params.tag = tag
+
       return (await this.http.get(`${API_SERIES}/${seriesId}/books`, {
         params: params,
         paramsSerializer: params => qs.stringify(params, { indices: false }),
diff --git a/komga-webui/src/types/enum-series.ts b/komga-webui/src/types/enum-series.ts
index 9fe5dff4b..2ab45ec88 100644
--- a/komga-webui/src/types/enum-series.ts
+++ b/komga-webui/src/types/enum-series.ts
@@ -1,6 +1,13 @@
+import { capitalize } from 'lodash'
+
 export enum SeriesStatus {
   ENDED = 'ENDED',
   ONGOING = 'ONGOING',
   ABANDONED = 'ABANDONED',
   HIATUS = 'HIATUS'
 }
+
+export const SeriesStatusKeyValue = Object.values(SeriesStatus).map(x => ({
+  name: capitalize(x),
+  value: x,
+} as NameValue))
diff --git a/komga-webui/src/types/filter.ts b/komga-webui/src/types/filter.ts
index d70b40854..b0d9d9fa5 100644
--- a/komga-webui/src/types/filter.ts
+++ b/komga-webui/src/types/filter.ts
@@ -1,10 +1,15 @@
 interface FiltersOptions {
   [key: string]: {
     name?: string,
-    values: string[],
+    values: NameValue[],
   },
 }
 
+interface NameValue {
+  name: string,
+  value: string,
+}
+
 interface FiltersActive {
   [key: string]: string[],
 }
diff --git a/komga-webui/src/views/BrowseLibraries.vue b/komga-webui/src/views/BrowseLibraries.vue
index e922bee8a..5b8b49da7 100644
--- a/komga-webui/src/views/BrowseLibraries.vue
+++ b/komga-webui/src/views/BrowseLibraries.vue
@@ -95,7 +95,7 @@ import LibraryActionsMenu from '@/components/menus/LibraryActionsMenu.vue'
 import PageSizeSelect from '@/components/PageSizeSelect.vue'
 import { parseQueryFilter, parseQuerySort } from '@/functions/query-params'
 import { ReadStatus } from '@/types/enum-books'
-import { SeriesStatus } from '@/types/enum-series'
+import { SeriesStatus, SeriesStatusKeyValue } from '@/types/enum-series'
 import { LIBRARY_CHANGED, LIBRARY_DELETED, SERIES_CHANGED } from '@/types/events'
 import Vue from 'vue'
 import { Location } from 'vue-router'
@@ -104,7 +104,7 @@ import FilterDrawer from '@/components/FilterDrawer.vue'
 import SortList from '@/components/SortList.vue'
 import FilterPanels from '@/components/FilterPanels.vue'
 import FilterList from '@/components/FilterList.vue'
-import { sortOrFilterActive } from '@/functions/filter'
+import { mergeFilterParams, sortOrFilterActive, toNameValue } from '@/functions/filter'
 
 const cookiePageSize = 'pagesize'
 
@@ -140,17 +140,16 @@ export default Vue.extend({
       sortActive: {} as SortActive,
       sortDefault: { key: 'metadata.titleSort', order: 'asc' } as SortActive,
       filterOptionsList: {
-        readStatus: {
-          values: [ReadStatus.UNREAD],
-        },
+        readStatus: { values: [{ name: 'Unread', value: ReadStatus.UNREAD }] },
       } as FiltersOptions,
       filterOptionsPanel: {
-        status: {
-          name: 'STATUS',
-          values: Object.values(SeriesStatus),
-        },
+        status: { name: 'STATUS', values: SeriesStatusKeyValue },
+        genre: { name: 'GENRE', values: [] },
+        tag: { name: 'TAG', values: [] },
+        publisher: { name: 'PUBLISHER', values: [] },
+        language: { name: 'LANGUAGE', values: [] },
       } as FiltersOptions,
-      filters: { status: [], readStatus: [] } as FiltersActive,
+      filters: {} as FiltersActive,
       sortUnwatch: null as any,
       filterUnwatch: null as any,
       pageUnwatch: null as any,
@@ -184,11 +183,16 @@ export default Vue.extend({
     this.$eventHub.$off(LIBRARY_DELETED, this.libraryDeleted)
     this.$eventHub.$off(LIBRARY_CHANGED, this.reloadLibrary)
   },
-  mounted () {
+  async mounted () {
     if (this.$cookies.isKey(cookiePageSize)) {
       this.pageSize = Number(this.$cookies.get(cookiePageSize))
     }
 
+    this.filterOptionsPanel.genre.values.push(...toNameValue(await this.$komgaReferential.getGenres()))
+    this.filterOptionsPanel.tag.values.push(...toNameValue(await this.$komgaReferential.getTags()))
+    this.filterOptionsPanel.publisher.values.push(...toNameValue(await this.$komgaReferential.getPublishers()))
+    this.filterOptionsPanel.language.values.push(...(await this.$komgaReferential.getLanguages()))
+
     // restore from query param
     this.resetParams(this.$route)
     if (this.$route.query.page) this.page = Number(this.$route.query.page)
@@ -249,12 +253,13 @@ export default Vue.extend({
         this.$cookies.get(this.cookieSort(route.params.libraryId)) ||
         this.$_.clone(this.sortDefault)
 
-      if (route.query.status || route.query.readStatus) {
-        this.filters.status = parseQueryFilter(route.query.status, SeriesStatus)
-        this.filters.readStatus = parseQueryFilter(route.query.readStatus, ReadStatus)
+      if (route.query.status || route.query.readStatus || route.query.genre || route.query.tag) {
+        this.filters.status = parseQueryFilter(route.query.status, Object.keys(SeriesStatus))
+        this.filters.readStatus = parseQueryFilter(route.query.readStatus, Object.keys(ReadStatus))
+        this.filters.genre = parseQueryFilter(route.query.genre, this.filterOptionsPanel.genre.values.map(x => x.value))
+        this.filters.tag = parseQueryFilter(route.query.tag, this.filterOptionsPanel.tag.values.map(x => x.value))
       } else {
-        this.filters = this.$cookies.get(this.cookieFilter(route.params.libraryId)) ||
-          { status: [], readStatus: [] } as FiltersActive
+        this.filters = this.$cookies.get(this.cookieFilter(route.params.libraryId)) || {} as FiltersActive
       }
     },
     libraryDeleted (event: EventLibraryDeleted) {
@@ -316,17 +321,17 @@ export default Vue.extend({
       await this.loadPage(libraryId, this.page, this.sortActive)
     },
     updateRoute () {
-      this.$router.replace({
+      const loc = {
         name: this.$route.name,
         params: { libraryId: this.$route.params.libraryId },
         query: {
           page: `${this.page}`,
           pageSize: `${this.pageSize}`,
           sort: `${this.sortActive.key},${this.sortActive.order}`,
-          status: `${this.filters.status}`,
-          readStatus: `${this.filters.readStatus}`,
         },
-      } as Location).catch((_: any) => {
+      } as Location
+      mergeFilterParams(this.filters, loc.query)
+      this.$router.replace(loc).catch((_: any) => {
       })
     },
     async loadPage (libraryId: string, page: number, sort: SortActive) {
@@ -340,7 +345,7 @@ export default Vue.extend({
       }
 
       const requestLibraryId = libraryId !== LIBRARIES_ALL ? libraryId : undefined
-      const seriesPage = await this.$komgaSeries.getSeries(requestLibraryId, pageRequest, undefined, this.filters.status, this.filters.readStatus)
+      const seriesPage = await this.$komgaSeries.getSeries(requestLibraryId, pageRequest, undefined, this.filters.status, this.filters.readStatus, this.filters.genre, this.filters.tag, this.filters.language, this.filters.publisher)
 
       this.totalPages = seriesPage.totalPages
       this.totalElements = seriesPage.totalElements
diff --git a/komga-webui/src/views/BrowseSeries.vue b/komga-webui/src/views/BrowseSeries.vue
index 4e6528bf6..04909c0af 100644
--- a/komga-webui/src/views/BrowseSeries.vue
+++ b/komga-webui/src/views/BrowseSeries.vue
@@ -50,12 +50,12 @@
         />
       </template>
 
-      <!--      <template v-slot:filter>-->
-      <!--        <filter-panels-->
-      <!--          :filters-options="filterOptionsPanels"-->
-      <!--          :filters-active.sync="filters"-->
-      <!--        />-->
-      <!--      </template>-->
+      <template v-slot:filter>
+        <filter-panels
+          :filters-options="filterOptionsPanel"
+          :filters-active.sync="filters"
+        />
+      </template>
 
       <template v-slot:sort>
         <sort-list
@@ -209,7 +209,8 @@ import { SeriesStatus } from '@/types/enum-series'
 import FilterDrawer from '@/components/FilterDrawer.vue'
 import FilterList from '@/components/FilterList.vue'
 import SortList from '@/components/SortList.vue'
-import { sortOrFilterActive } from '@/functions/filter'
+import { mergeFilterParams, sortOrFilterActive, toNameValue } from '@/functions/filter'
+import FilterPanels from '@/components/FilterPanels.vue'
 
 const tags = require('language-tags')
 
@@ -228,6 +229,7 @@ export default Vue.extend({
     CollectionsExpansionPanels,
     FilterDrawer,
     FilterList,
+    FilterPanels,
     SortList,
   },
   data: () => {
@@ -246,11 +248,12 @@ export default Vue.extend({
       sortActive: {} as SortActive,
       sortDefault: { key: 'metadata.numberSort', order: 'asc' } as SortActive,
       filterOptionsList: {
-        readStatus: {
-          values: [ReadStatus.UNREAD],
-        },
+        readStatus: { values: [{ name: 'Unread', value: ReadStatus.UNREAD }] },
       } as FiltersOptions,
-      filters: { readStatus: [] } as FiltersActive,
+      filterOptionsPanel: {
+        tag: { name: 'TAG', values: [] },
+      } as FiltersOptions,
+      filters: {} as FiltersActive,
       sortUnwatch: null as any,
       filterUnwatch: null as any,
       pageUnwatch: null as any,
@@ -325,14 +328,19 @@ export default Vue.extend({
     this.$eventHub.$off(BOOK_CHANGED, this.reloadBooks)
     this.$eventHub.$off(LIBRARY_DELETED, this.libraryDeleted)
   },
-  mounted () {
+  async mounted () {
     if (this.$cookies.isKey(cookiePageSize)) {
       this.pageSize = Number(this.$cookies.get(cookiePageSize))
     }
 
+    this.filterOptionsPanel.tag.values.push(...toNameValue(await this.$komgaReferential.getTags()))
+
     // restore from query param
     this.sortActive = this.parseQuerySortOrDefault(this.$route.query.sort)
-    this.filters.readStatus = parseQueryFilter(this.$route.query.readStatus, ReadStatus)
+
+    this.filters.readStatus = parseQueryFilter(this.$route.query.readStatus, Object.keys(ReadStatus))
+    this.filters.tag = parseQueryFilter(this.$route.query.tag, this.filterOptionsPanel.tag.values.map(x => x.value))
+
     if (this.$route.query.page) this.page = Number(this.$route.query.page)
     if (this.$route.query.pageSize) this.pageSize = Number(this.$route.query.pageSize)
 
@@ -346,7 +354,7 @@ export default Vue.extend({
 
       // reset
       this.sortActive = this.parseQuerySortOrDefault(to.query.sort)
-      this.filters.readStatus = parseQueryFilter(to.query.readStatus, ReadStatus)
+      this.filters.readStatus = parseQueryFilter(to.query.readStatus, Object.keys(ReadStatus))
       this.page = 1
       this.totalPages = 1
       this.totalElements = null
@@ -414,16 +422,17 @@ export default Vue.extend({
       return queryStatus ? queryStatus.toString().split(',').filter((x: string) => Object.keys(ReadStatus).includes(x)) : []
     },
     updateRoute () {
-      this.$router.replace({
+      const loc = {
         name: this.$route.name,
         params: { seriesId: this.$route.params.seriesId },
         query: {
           page: `${this.page}`,
           pageSize: `${this.pageSize}`,
           sort: `${this.sortActive.key},${this.sortActive.order}`,
-          readStatus: `${this.filters.readStatus}`,
         },
-      } as Location).catch((_: any) => {
+      } as Location
+      mergeFilterParams(this.filters, loc.query)
+      this.$router.replace(loc).catch((_: any) => {
       })
     },
     async loadPage (seriesId: string, page: number, sort: SortActive) {
@@ -435,7 +444,7 @@ export default Vue.extend({
       if (sort) {
         pageRequest.sort = [`${sort.key},${sort.order}`]
       }
-      const booksPage = await this.$komgaSeries.getBooks(seriesId, pageRequest, this.filters.readStatus)
+      const booksPage = await this.$komgaSeries.getBooks(seriesId, pageRequest, this.filters.readStatus, this.filters.tag)
 
       this.totalPages = booksPage.totalPages
       this.totalElements = booksPage.totalElements