diff --git a/requirements.txt b/requirements.txt
index 7800f0f..539b9a4 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1 +1,2 @@
 redis
+click
diff --git a/rq/queue.py b/rq/queue.py
index 22aa160..86f0406 100644
--- a/rq/queue.py
+++ b/rq/queue.py
@@ -138,10 +138,10 @@ class Queue(object):
     def remove(self, job_or_id, pipeline=None):
         """Removes Job from queue, accepts either a Job instance or ID."""
         job_id = job_or_id.id if isinstance(job_or_id, self.job_class) else job_or_id
-        
+
         if pipeline is not None:
             pipeline.lrem(self.key, 0, job_id)
-        
+
         return self.connection._lrem(self.key, 0, job_id)
 
     def compact(self):
diff --git a/rq/scripts/rq_cli.py b/rq/scripts/rq_cli.py
new file mode 100755
index 0000000..8e0490a
--- /dev/null
+++ b/rq/scripts/rq_cli.py
@@ -0,0 +1,80 @@
+# -*- coding: utf-8 -*-
+"""
+RQ command line tool
+"""
+from __future__ import (absolute_import, division, print_function,
+                        unicode_literals)
+
+import sys
+
+import click
+import redis
+from rq import get_failed_queue, Queue
+from rq.exceptions import InvalidJobOperationError
+
+from .rqinfo import info
+
+
+@click.group()
+@click.option('--url', '-u', envvar='URL', help='URL describing Redis connection details.')
+@click.pass_context
+def main(ctx, url):
+    """RQ CLI"""
+    if url is None:
+        url = "redis://localhost:6379/0"
+    redis_conn = redis.from_url(url)
+
+    ctx.obj = {}
+    ctx.obj['connection'] = redis_conn
+
+
+@main.command()
+@click.option('--all', '-a', is_flag=True, help='Empty all queues')
+@click.argument('queues', nargs=-1)
+@click.pass_context
+def empty(ctx, all, queues):
+    """Empty given queues."""
+    conn = ctx.obj['connection']
+    if all:
+        queues = Queue.all(connection=conn)
+    else:
+        queues = [Queue(queue, connection=conn) for queue in queues]
+
+    if not queues:
+        click.echo('Nothing to do')
+
+    for queue in queues:
+        num_jobs = queue.empty()
+        click.echo('{0} jobs removed from {1} queue'.format(num_jobs, queue.name))
+
+
+@main.command()
+@click.option('--all', '-a', is_flag=True, help='Requeue all failed jobs')
+@click.argument('job_ids', nargs=-1)
+@click.pass_context
+def requeue(ctx, all, job_ids):
+    """Requeue failed jobs."""
+    conn = ctx.obj['connection']
+    failed_queue = get_failed_queue(connection=conn)
+
+    if all:
+        job_ids = failed_queue.job_ids
+
+    if not job_ids:
+        click.echo('Nothing to do')
+        sys.exit(0)
+
+    click.echo('Requeueing {0} jobs from failed queue'.format(len(job_ids)))
+    fail_count = 0
+    with click.progressbar(job_ids) as job_ids:
+        for job_id in job_ids:
+            try:
+                failed_queue.requeue(job_id)
+            except InvalidJobOperationError:
+                fail_count += 1
+
+    if fail_count > 0:
+        click.secho('Unable to requeue {0} jobs from failed queue'.format(fail_count), fg='red')
+
+
+main.add_command(info)
diff --git a/rq/scripts/rqinfo.py b/rq/scripts/rqinfo.py
index 48d318a..16c0a32 100755
--- a/rq/scripts/rqinfo.py
+++ b/rq/scripts/rqinfo.py
@@ -4,19 +4,19 @@ from __future__ import (absolute_import, division, print_function,
                         unicode_literals)
 
 import argparse
-import os
 import sys
 import time
+from functools import partial
 
+import click
 from redis.exceptions import ConnectionError
-from rq import get_failed_queue, Queue, Worker
+from rq import Connection, get_failed_queue, Queue, Worker
 from rq.scripts import (add_standard_arguments, read_config_file,
                         setup_default_arguments, setup_redis)
-from rq.utils import gettermsize, make_colorizer
 
-red = make_colorizer('darkred')
-green = make_colorizer('darkgreen')
-yellow = make_colorizer('darkyellow')
+red = partial(click.style, fg='red')
+green = partial(click.style, fg='green')
+yellow = partial(click.style, fg='yellow')
 
 
 def pad(s, pad_to_length):
@@ -44,14 +44,14 @@ def state_symbol(state):
         return state
 
 
-def show_queues(args):
-    if len(args.queues):
-        qs = list(map(Queue, args.queues))
+def show_queues(queues, raw, by_queue):
+    if queues:
+        qs = list(map(Queue, queues))
     else:
         qs = Queue.all()
 
     num_jobs = 0
-    termwidth, _ = gettermsize()
+    termwidth, _ = click.get_terminal_size()
     chartwidth = min(20, termwidth - 20)
 
     max_count = 0
@@ -65,23 +65,23 @@ def show_queues(args):
 
     for q in qs:
         count = counts[q]
-        if not args.raw:
+        if not raw:
             chart = green('|' + '█' * int(ratio * count))
             line = '%-12s %s %d' % (q.name, chart, count)
         else:
             line = 'queue %s %d' % (q.name, count)
-        print(line)
+        click.echo(line)
 
         num_jobs += count
 
-    # Print summary when not in raw mode
-    if not args.raw:
-        print('%d queues, %d jobs total' % (len(qs), num_jobs))
+    # print summary when not in raw mode
+    if not raw:
+        click.echo('%d queues, %d jobs total' % (len(qs), num_jobs))
 
 
-def show_workers(args):
-    if len(args.queues):
-        qs = list(map(Queue, args.queues))
+def show_workers(queues, raw, by_queue):
+    if queues:
+        qs = list(map(Queue, queues))
 
         def any_matching_queue(worker):
             def queue_matches(q):
@@ -99,13 +99,13 @@ def show_workers(args):
         ws = Worker.all()
         filter_queues = lambda x: x
 
-    if not args.by_queue:
+    if not by_queue:
         for w in ws:
             worker_queues = filter_queues(w.queue_names())
-            if not args.raw:
-                print('%s %s: %s' % (w.name, state_symbol(w.get_state()), ', '.join(worker_queues)))
+            if not raw:
+                click.echo('%s %s: %s' % (w.name, state_symbol(w.get_state()), ', '.join(worker_queues)))
             else:
-                print('worker %s %s %s' % (w.name, w.get_state(), ','.join(worker_queues)))
+                click.echo('worker %s %s %s' % (w.name, w.get_state(), ','.join(worker_queues)))
     else:
         # Create reverse lookup table
         queues = dict([(q, []) for q in qs])
@@ -121,23 +121,69 @@ def show_workers(args):
                 queues_str = ", ".join(sorted(map(lambda w: '%s (%s)' % (w.name, state_symbol(w.get_state())), queues[q])))  # noqa
             else:
                 queues_str = '–'
-            print('%s %s' % (pad(q.name + ':', max_qname + 1), queues_str))
+            click.echo('%s %s' % (pad(q.name + ':', max_qname + 1), queues_str))
 
-    if not args.raw:
-        print('%d workers, %d queues' % (len(ws), len(qs)))
+    if not raw:
+        click.echo('%d workers, %d queues' % (len(ws), len(qs)))
 
 
-def show_both(args):
-    show_queues(args)
-    if not args.raw:
-        print('')
-    show_workers(args)
-    if not args.raw:
-        print('')
+def show_both(queues, raw, by_queue):
+    show_queues(queues, raw, by_queue)
+    if not raw:
+        click.echo('')
+    show_workers(queues, raw, by_queue)
+    if not raw:
+        click.echo('')
         import datetime
-        print('Updated: %s' % datetime.datetime.now())
+        click.echo('Updated: %s' % datetime.datetime.now())
 
 
+def refresh(val, func, *args):
+    while True:
+        if val:
+            click.clear()
+        func(*args)
+        if val:
+            time.sleep(val)
+        else:
+            break
+
+
+@click.command()
+@click.option('--path', '-P', default='.', help='Specify the import path.')
+@click.option('--interval', '-i', default=2.5, help='Updates stats every N seconds (default: don\'t poll)')  # noqa
+@click.option('--raw', '-r', is_flag=True, help='Print only the raw numbers, no bar charts')  # noqa
+@click.option('--only-queues', '-Q', is_flag=True, help='Show only queue info')  # noqa
+@click.option('--only-workers', '-W', is_flag=True, help='Show only worker info')  # noqa
+@click.option('--by-queue', '-R', is_flag=True, help='Shows workers by queue')  # noqa
+@click.argument('queues', nargs=-1)
+@click.pass_context
+def info(ctx, path, interval, raw, only_queues, only_workers, by_queue, queues):
+    """RQ command-line monitor."""
+
+    if path:
+        sys.path = path.split(':') + sys.path
+
+    conn = ctx.obj['connection']
+    try:
+        if only_queues:
+            func = show_queues
+        elif only_workers:
+            func = show_workers
+        else:
+            func = show_both
+
+        with Connection(conn):
+            refresh(interval, func, queues, raw, by_queue)
+    except ConnectionError as e:
+        click.echo(e)
+        sys.exit(1)
+    except KeyboardInterrupt:
+        click.echo()
+        sys.exit(0)
+
+
+# TODO: The following code is for backward compatibility, should be removed in future
 def parse_args():
     parser = argparse.ArgumentParser(description='RQ command-line monitor.')
     add_standard_arguments(parser)
@@ -152,18 +198,13 @@ def parse_args():
     return parser.parse_args()
 
 
-def interval(val, func, args):
-    while True:
-        if val and sys.stdout.isatty():
-            os.system('clear')
-        func(args)
-        if val and sys.stdout.isatty():
-            time.sleep(val)
-        else:
-            break
-
-
 def main():
+    # warn users this command is deprecated, use `rq info`
+    import warnings
+    warnings.simplefilter('always', DeprecationWarning)
+    warnings.warn("This command will be removed in future, "
+                  "use `rq info` instead", DeprecationWarning)
+
     args = parse_args()
 
     if args.path:
@@ -189,7 +230,7 @@ def main():
             else:
                 func = show_both
 
-            interval(args.interval, func, args)
+            refresh(args.interval, func, args.queues, args.raw, args.by_queue)
     except ConnectionError as e:
         print(e)
         sys.exit(1)
diff --git a/rq/scripts/rqworker.py b/rq/scripts/rqworker.py
index b6371fd..c238c8a 100644
--- a/rq/scripts/rqworker.py
+++ b/rq/scripts/rqworker.py
@@ -4,8 +4,6 @@ from __future__ import (absolute_import, division, print_function,
                         unicode_literals)
 
 import argparse
-import logging
-import logging.config
 import os
 import sys
 
diff --git a/rq/utils.py b/rq/utils.py
index d85235e..d875b26 100644
--- a/rq/utils.py
+++ b/rq/utils.py
@@ -11,38 +11,11 @@ from __future__ import (absolute_import, division, print_function,
 import importlib
 import datetime
 import logging
-import os
 import sys
 
 from .compat import is_python_version, as_text
 
 
-def gettermsize():
-    def ioctl_GWINSZ(fd):
-        try:
-            import fcntl
-            import struct
-            import termios
-            cr = struct.unpack('hh', fcntl.ioctl(fd, termios.TIOCGWINSZ, '1234'))
-        except:
-            return None
-        return cr
-    cr = ioctl_GWINSZ(0) or ioctl_GWINSZ(1) or ioctl_GWINSZ(2)
-    if not cr:
-        try:
-            fd = os.open(os.ctermid(), os.O_RDONLY)
-            cr = ioctl_GWINSZ(fd)
-            os.close(fd)
-        except:
-            pass
-    if not cr:
-        try:
-            cr = (os.environ['LINES'], os.environ['COLUMNS'])
-        except:
-            cr = (25, 80)
-    return int(cr[1]), int(cr[0])
-
-
 class _Colorizer(object):
     def __init__(self):
         esc = "\x1b["
diff --git a/setup.py b/setup.py
index a49b126..1d84412 100644
--- a/setup.py
+++ b/setup.py
@@ -17,7 +17,7 @@ def get_version():
 
 
 def get_dependencies():
-    deps = ['redis >= 2.7.0']
+    deps = ['redis >= 2.7.0', 'click >= 3.0']
     if sys.version_info < (2, 7) or \
             (sys.version_info >= (3, 0) and sys.version_info < (3, 1)):
         deps += ['importlib']
@@ -43,6 +43,7 @@ setup(
     install_requires=get_dependencies(),
     entry_points='''\
     [console_scripts]
+    rq = rq.scripts.rq_cli:main
     rqworker = rq.scripts.rqworker:main
     rqinfo = rq.scripts.rqinfo:main
     ''',
diff --git a/tests/test_scripts.py b/tests/test_scripts.py
index 88689c3..8c5e0fc 100644
--- a/tests/test_scripts.py
+++ b/tests/test_scripts.py
@@ -2,8 +2,14 @@
 from __future__ import (absolute_import, division, print_function,
                         unicode_literals)
 
+from click.testing import CliRunner
+from rq import get_failed_queue
 from rq.compat import is_python_version
-from rq.scripts import read_config_file
+from rq.job import Job
+from rq.scripts import read_config_file, rq_cli
+
+from tests import RQTestCase
+from tests.fixtures import div_by_zero
 
 if is_python_version((2, 7), (3, 2)):
     from unittest import TestCase
@@ -16,3 +22,38 @@ class TestScripts(TestCase):
         settings = read_config_file("tests.dummy_settings")
         self.assertIn("REDIS_HOST", settings)
         self.assertEqual(settings['REDIS_HOST'], "testhost.example.com")
+
+
+class TestRQCli(RQTestCase):
+    """Test rq_cli script"""
+    def setUp(self):
+        super(TestRQCli, self).setUp()
+        db_num = self.testconn.connection_pool.connection_kwargs['db']
+        self.redis_url = 'redis://127.0.0.1:6379/%d' % db_num
+
+        job = Job.create(func=div_by_zero, args=(1, 2, 3))
+        job.origin = 'fake'
+        job.save()
+        get_failed_queue().quarantine(job, Exception('Some fake error'))  # noqa
+
+    def test_empty(self):
+        """rq -u <url> empty -y"""
+        runner = CliRunner()
+        result = runner.invoke(rq_cli.main, ['-u', self.redis_url, 'empty', "-y"])
+        self.assertEqual(result.exit_code, 0)
+        self.assertEqual(result.output, '1 jobs removed from failed queue\n')
+
+    def test_requeue(self):
+        """rq -u <url> requeue"""
+        runner = CliRunner()
+        result = runner.invoke(rq_cli.main, ['-u', self.redis_url, 'requeue', '-a'])
+        self.assertEqual(result.exit_code, 0)
+        self.assertIn('Requeueing 1 jobs from FailedQueue', result.output)
+        self.assertIn('Unable to requeue 0 jobs from FailedQueue', result.output)
+
+    def test_info(self):
+        """rq -u <url> info -i 0"""
+        runner = CliRunner()
+        result = runner.invoke(rq_cli.main, ['-u', self.redis_url, 'info', '-i 0'])
+        self.assertEqual(result.exit_code, 0)
+        self.assertIn('1 queues, 1 jobs total', result.output)