diff --git a/app/build.gradle b/app/build.gradle
index b5a3876f1..0fb5009b1 100644
--- a/app/build.gradle
+++ b/app/build.gradle
@@ -82,7 +82,7 @@ afterEvaluate {
 }
 dependencies {
 	//noinspection GradleDependency
-	implementation('com.github.KotatsuApp:kotatsu-parsers:44c2c074a8') {
+	implementation('com.github.KotatsuApp:kotatsu-parsers:786cd12dba') {
 		exclude group: 'org.json', module: 'json'
 	}
 
diff --git a/app/src/main/kotlin/org/koitharu/kotatsu/core/db/dao/MangaDao.kt b/app/src/main/kotlin/org/koitharu/kotatsu/core/db/dao/MangaDao.kt
index 404fa10c3..7ee5567b0 100644
--- a/app/src/main/kotlin/org/koitharu/kotatsu/core/db/dao/MangaDao.kt
+++ b/app/src/main/kotlin/org/koitharu/kotatsu/core/db/dao/MangaDao.kt
@@ -1,6 +1,7 @@
 package org.koitharu.kotatsu.core.db.dao
 
 import androidx.room.Dao
+import androidx.room.Delete
 import androidx.room.Insert
 import androidx.room.OnConflictStrategy
 import androidx.room.Query
@@ -23,6 +24,10 @@ abstract class MangaDao {
 	@Query("SELECT * FROM manga WHERE public_url = :publicUrl")
 	abstract suspend fun findByPublicUrl(publicUrl: String): MangaWithTags?
 
+	@Transaction
+	@Query("SELECT * FROM manga WHERE source = :source")
+	abstract suspend fun findAllBySource(source: String): List<MangaWithTags>
+
 	@Transaction
 	@Query("SELECT * FROM manga WHERE (title LIKE :query OR alt_title LIKE :query) AND manga_id IN (SELECT manga_id FROM favourites UNION SELECT manga_id FROM history) LIMIT :limit")
 	abstract suspend fun searchByTitle(query: String, limit: Int): List<MangaWithTags>
@@ -43,6 +48,10 @@ abstract class MangaDao {
 	@Query("DELETE FROM manga_tags WHERE manga_id = :mangaId")
 	abstract suspend fun clearTagRelation(mangaId: Long)
 
+	@Transaction
+	@Delete
+	abstract suspend fun delete(subjects: Collection<MangaEntity>)
+
 	@Transaction
 	open suspend fun upsert(manga: MangaEntity, tags: Iterable<TagEntity>? = null) {
 		upsert(manga)
diff --git a/app/src/main/kotlin/org/koitharu/kotatsu/core/parser/MangaDataRepository.kt b/app/src/main/kotlin/org/koitharu/kotatsu/core/parser/MangaDataRepository.kt
index 4e2f9575b..ba2b08223 100644
--- a/app/src/main/kotlin/org/koitharu/kotatsu/core/parser/MangaDataRepository.kt
+++ b/app/src/main/kotlin/org/koitharu/kotatsu/core/parser/MangaDataRepository.kt
@@ -1,5 +1,6 @@
 package org.koitharu.kotatsu.core.parser
 
+import androidx.core.net.toUri
 import androidx.room.withTransaction
 import dagger.Reusable
 import kotlinx.coroutines.flow.Flow
@@ -13,6 +14,7 @@ import org.koitharu.kotatsu.core.db.entity.toManga
 import org.koitharu.kotatsu.core.db.entity.toMangaTags
 import org.koitharu.kotatsu.core.model.isLocal
 import org.koitharu.kotatsu.core.prefs.ReaderMode
+import org.koitharu.kotatsu.core.util.ext.toFileOrNull
 import org.koitharu.kotatsu.parsers.model.Manga
 import org.koitharu.kotatsu.parsers.model.MangaSource
 import org.koitharu.kotatsu.parsers.model.MangaTag
@@ -97,6 +99,15 @@ class MangaDataRepository @Inject constructor(
 		return db.getTagsDao().findTags(source.name).toMangaTags()
 	}
 
+	suspend fun cleanupLocalManga() {
+		val dao = db.getMangaDao()
+		val broken = dao.findAllBySource(MangaSource.LOCAL.name)
+			.filter { x -> x.manga.url.toUri().toFileOrNull()?.exists() == false }
+		if (broken.isNotEmpty()) {
+			dao.delete(broken.map { it.manga })
+		}
+	}
+
 	private fun MangaPrefsEntity.getColorFilterOrNull(): ReaderColorFilter? {
 		return if (cfBrightness != 0f || cfContrast != 0f || cfInvert || cfGrayscale) {
 			ReaderColorFilter(cfBrightness, cfContrast, cfInvert, cfGrayscale)
diff --git a/app/src/main/kotlin/org/koitharu/kotatsu/local/ui/LocalStorageCleanupWorker.kt b/app/src/main/kotlin/org/koitharu/kotatsu/local/ui/LocalStorageCleanupWorker.kt
index c505d4708..5791a3391 100644
--- a/app/src/main/kotlin/org/koitharu/kotatsu/local/ui/LocalStorageCleanupWorker.kt
+++ b/app/src/main/kotlin/org/koitharu/kotatsu/local/ui/LocalStorageCleanupWorker.kt
@@ -12,6 +12,7 @@ import androidx.work.WorkerParameters
 import androidx.work.await
 import dagger.assisted.Assisted
 import dagger.assisted.AssistedInject
+import org.koitharu.kotatsu.core.parser.MangaDataRepository
 import org.koitharu.kotatsu.local.data.LocalMangaRepository
 import java.util.concurrent.TimeUnit
 
@@ -20,10 +21,12 @@ class LocalStorageCleanupWorker @AssistedInject constructor(
 	@Assisted appContext: Context,
 	@Assisted params: WorkerParameters,
 	private val localMangaRepository: LocalMangaRepository,
+	private val dataRepository: MangaDataRepository,
 ) : CoroutineWorker(appContext, params) {
 
 	override suspend fun doWork(): Result {
 		return if (localMangaRepository.cleanup()) {
+			dataRepository.cleanupLocalManga()
 			Result.success()
 		} else {
 			Result.retry()