diff --git a/internal/rdb/rdb.go b/internal/rdb/rdb.go
index 36a8343..f65f3c9 100644
--- a/internal/rdb/rdb.go
+++ b/internal/rdb/rdb.go
@@ -32,6 +32,11 @@ func (r *RDB) Close() error {
 	return r.client.Close()
 }
 
+// Client returns the reference to underlying redis client.
+func (r *RDB) Client() redis.UniversalClient {
+	return r.client
+}
+
 // Ping checks the connection with redis server.
 func (r *RDB) Ping() error {
 	return r.client.Ping().Err()
diff --git a/tools/asynq/cmd/migrate.go b/tools/asynq/cmd/migrate.go
new file mode 100644
index 0000000..3592d60
--- /dev/null
+++ b/tools/asynq/cmd/migrate.go
@@ -0,0 +1,266 @@
+// Copyright 2020 Kentaro Hibino. All rights reserved.
+// Use of this source code is governed by a MIT license
+// that can be found in the LICENSE file.
+
+package cmd
+
+import (
+	"encoding/json"
+	"fmt"
+	"os"
+	"strings"
+
+	"github.com/go-redis/redis/v7"
+	"github.com/google/uuid"
+	"github.com/hibiken/asynq/internal/base"
+	"github.com/spf13/cobra"
+)
+
+// migrateCmd represents the migrate command.
+var migrateCmd = &cobra.Command{
+	Use:   "migrate",
+	Short: fmt.Sprintf("Migrate existing tasks and queues to be asynq%s compatible", base.Version),
+	Long: `Migrate (asynq migrate) will migrate existing tasks and queues in redis to be compatible with the latest version of asynq.
+`,
+	Args: cobra.NoArgs,
+	Run:  migrate,
+}
+
+func init() {
+	rootCmd.AddCommand(migrateCmd)
+}
+
+// Migration Steps:
+//
+// Step 1: Backup your Redis DB with RDB snapshot file
+//
+// Step 2: Run the following command to update the DB with new schema:
+// asynq migrate
+//
+// Step 3 (Optional):
+// If Step 2 fails, restore from the backup and report an issue.
+
+func backupKey(key string) string {
+	return fmt.Sprintf("%s:backup", key)
+}
+
+func renameKeyAsBackup(c redis.UniversalClient, key string) error {
+	if c.Exists(key).Val() == 0 {
+		return nil // key doesn't exist; no-op
+	}
+	return c.Rename(key, backupKey(key)).Err()
+}
+
+func migrate(cmd *cobra.Command, args []string) {
+	r := createRDB()
+
+	// Rename key asynq:{<qname>} -> asynq:{<qname>}:pending
+	queues, err := r.AllQueues()
+	if err != nil {
+		fmt.Printf("(error): Failed to get queue names: %v", err)
+		os.Exit(1)
+	}
+	fmt.Print("Renaming pending keys...")
+	for _, qname := range queues {
+		oldKey := fmt.Sprintf("asynq:{%s}", qname)
+		if r.Client().Exists(oldKey).Val() == 0 {
+			continue
+		}
+		newKey := base.PendingKey(qname)
+		if err := r.Client().Rename(oldKey, newKey).Err(); err != nil {
+			fmt.Printf("(error): Failed to rename key: %v", err)
+			os.Exit(1)
+		}
+	}
+	fmt.Print("Done\n")
+
+	// Rename LIST/ZSET keys as backup
+	fmt.Print("Renaming keys for backup...")
+	for _, qname := range queues {
+		keys := []string{
+			base.ActiveKey(qname),
+			base.PendingKey(qname),
+			base.ScheduledKey(qname),
+			base.RetryKey(qname),
+			base.ArchivedKey(qname),
+		}
+		for _, key := range keys {
+			if err := renameKeyAsBackup(r.Client(), key); err != nil {
+				fmt.Printf("(error): Failed to rename key %q for backup: %v", key, err)
+				os.Exit(1)
+			}
+		}
+	}
+	fmt.Print("Done\n")
+
+	fmt.Print("Updating to new schema...")
+	// All list/zset should contain task-ids and store task data under task key
+	// - Unmarshal using old task schema
+	// - Marshal data using new schema
+
+	for _, qname := range queues {
+		// Active Tasks + Deadlines set
+
+		// Pending Tasks
+		data, err := r.Client().LRange(backupKey(base.PendingKey(qname)), 0, -1).Result()
+		if err != nil {
+			fmt.Printf("(error): Failed to read: %v", err)
+			os.Exit(1)
+		}
+		for _, s := range data {
+			msg, err := UnmarshalOldMessage(s)
+			if err != nil {
+				fmt.Printf("(error): Failed to unmarshal message: %v", err)
+				os.Exit(1)
+			}
+			if msg.UniqueKey != "" {
+				ttl, err := r.Client().TTL(msg.UniqueKey).Result()
+				if err != nil {
+					fmt.Printf("(error): Failed to get ttl: %v", err)
+					os.Exit(1)
+				}
+				if err := r.Client().Del(msg.UniqueKey).Err(); err != nil {
+					fmt.Printf("(error): Failed to delete unique key")
+					os.Exit(1)
+				}
+				// Regenerate unique key.
+				msg.UniqueKey = base.UniqueKey(msg.Queue, msg.Type, msg.Payload)
+				if err := r.EnqueueUnique(msg, ttl); err != nil {
+					fmt.Printf("(error): Failed to enqueue unique pending message: %v", err)
+					os.Exit(1)
+				}
+
+			} else {
+				if err := r.Enqueue(msg); err != nil {
+					fmt.Printf("(error): Failed to enqueue pending message: %v", err)
+					os.Exit(1)
+				}
+			}
+		}
+
+		// Scheduled Tasks
+		// data, err = r.Client().ZRangeWithScores(backupKey(base.ScheduledKey(qname)), 0, -1).Result()
+		// if err != nil {
+		// 	fmt.Printf("(error): Failed to read: %v", err)
+		// 	os.Exit(1)
+		// }
+		// for _, z := range data {
+		// 	msg, err := UnmarsalOldMessage(z.Member.(string))
+		// 	if err != nil {
+		// 		fmt.Printf("(error): Failed to unmarshal message: %v", err)
+		// 		os.Exit(1)
+		// 	}
+		// 	task := asynq.NewTask(msg.Type, msg.Payload)
+		// 	opts := createOptions(msg, r.Client())
+		// 	opts = append(opts, asynq.ProcessAt(time.Unix(z.Score, 0)))
+		// 	if _, err := c.Enqueue(task, opts...); err != nil {
+		// 		fmt.Printf("(error): Failed to enqueue task: %v", err)
+		// 		os.Exit(1)
+		// 	}
+		// }
+
+		// Retry Tasks
+
+		// Archived Tasks
+
+	}
+	fmt.Print("Done\n")
+
+	fmt.Print("Deleting backup keys...")
+	for _, qname := range queues {
+		keys := []string{
+			backupKey(base.ActiveKey(qname)),
+			backupKey(base.PendingKey(qname)),
+			backupKey(base.ScheduledKey(qname)),
+			backupKey(base.RetryKey(qname)),
+			backupKey(base.ArchivedKey(qname)),
+		}
+		for _, key := range keys {
+			if err := r.Client().Del(key).Err(); err != nil {
+				fmt.Printf("(error): Failed to delete backup key: %v", err)
+				os.Exit(1)
+			}
+		}
+	}
+	fmt.Print("Done\n")
+}
+
+func UnmarshalOldMessage(encoded string) (*base.TaskMessage, error) {
+	oldMsg, err := DecodeMessage(encoded)
+	if err != nil {
+		return nil, err
+	}
+	payload, err := json.Marshal(oldMsg.Payload)
+	if err != nil {
+		return nil, fmt.Errorf("could not marshal payload: %v", err)
+	}
+	return &base.TaskMessage{
+		Type:         oldMsg.Type,
+		Payload:      payload,
+		ID:           oldMsg.ID,
+		Queue:        oldMsg.Queue,
+		Retry:        oldMsg.Retry,
+		Retried:      oldMsg.Retried,
+		ErrorMsg:     oldMsg.ErrorMsg,
+		LastFailedAt: 0,
+		Timeout:      oldMsg.Timeout,
+		Deadline:     oldMsg.Deadline,
+		UniqueKey:    oldMsg.UniqueKey,
+	}, nil
+}
+
+// TaskMessage from v0.17
+type OldTaskMessage struct {
+	// Type indicates the kind of the task to be performed.
+	Type string
+
+	// Payload holds data needed to process the task.
+	Payload map[string]interface{}
+
+	// ID is a unique identifier for each task.
+	ID uuid.UUID
+
+	// Queue is a name this message should be enqueued to.
+	Queue string
+
+	// Retry is the max number of retry for this task.
+	Retry int
+
+	// Retried is the number of times we've retried this task so far.
+	Retried int
+
+	// ErrorMsg holds the error message from the last failure.
+	ErrorMsg string
+
+	// Timeout specifies timeout in seconds.
+	// If task processing doesn't complete within the timeout, the task will be retried
+	// if retry count is remaining. Otherwise it will be moved to the archive.
+	//
+	// Use zero to indicate no timeout.
+	Timeout int64
+
+	// Deadline specifies the deadline for the task in Unix time,
+	// the number of seconds elapsed since January 1, 1970 UTC.
+	// If task processing doesn't complete before the deadline, the task will be retried
+	// if retry count is remaining. Otherwise it will be moved to the archive.
+	//
+	// Use zero to indicate no deadline.
+	Deadline int64
+
+	// UniqueKey holds the redis key used for uniqueness lock for this task.
+	//
+	// Empty string indicates that no uniqueness lock was used.
+	UniqueKey string
+}
+
+// DecodeMessage unmarshals the given encoded string and returns a decoded task message.
+// Code from v0.17.
+func DecodeMessage(s string) (*OldTaskMessage, error) {
+	d := json.NewDecoder(strings.NewReader(s))
+	d.UseNumber()
+	var msg OldTaskMessage
+	if err := d.Decode(&msg); err != nil {
+		return nil, err
+	}
+	return &msg, nil
+}
diff --git a/tools/asynq/cmd/root.go b/tools/asynq/cmd/root.go
index 109283f..35fa350 100644
--- a/tools/asynq/cmd/root.go
+++ b/tools/asynq/cmd/root.go
@@ -138,23 +138,24 @@ func createRDB() *rdb.RDB {
 
 // createRDB creates a Inspector instance using flag values and returns it.
 func createInspector() *asynq.Inspector {
-	var connOpt asynq.RedisConnOpt
+	return asynq.NewInspector(getRedisConnOpt())
+}
+
+func getRedisConnOpt() asynq.RedisConnOpt {
 	if useRedisCluster {
 		addrs := strings.Split(viper.GetString("cluster_addrs"), ",")
-		connOpt = asynq.RedisClusterClientOpt{
+		return asynq.RedisClusterClientOpt{
 			Addrs:     addrs,
 			Password:  viper.GetString("password"),
 			TLSConfig: getTLSConfig(),
 		}
-	} else {
-		connOpt = asynq.RedisClientOpt{
-			Addr:      viper.GetString("uri"),
-			DB:        viper.GetInt("db"),
-			Password:  viper.GetString("password"),
-			TLSConfig: getTLSConfig(),
-		}
 	}
-	return asynq.NewInspector(connOpt)
+	return asynq.RedisClientOpt{
+		Addr:      viper.GetString("uri"),
+		DB:        viper.GetInt("db"),
+		Password:  viper.GetString("password"),
+		TLSConfig: getTLSConfig(),
+	}
 }
 
 func getTLSConfig() *tls.Config {
diff --git a/tools/asynq/cmd/stats.go b/tools/asynq/cmd/stats.go
index d569ddb..de83b4c 100644
--- a/tools/asynq/cmd/stats.go
+++ b/tools/asynq/cmd/stats.go
@@ -22,7 +22,7 @@ import (
 var statsCmd = &cobra.Command{
 	Use:   "stats",
 	Short: "Shows current state of the tasks and queues",
-	Long: `Stats (aysnqmon stats) will show the overview of tasks and queues at that instant.
+	Long: `Stats (aysnq stats) will show the overview of tasks and queues at that instant.
 
 Specifically, the command shows the following:
 * Number of tasks in each state