diff --git a/happybase/__init__.py b/happybase/__init__.py
index 978c1d6..158fad9 100644
--- a/happybase/__init__.py
+++ b/happybase/__init__.py
@@ -15,3 +15,4 @@
 from .table import Table  # noqa
 from .batch import Batch  # noqa
 from .pool import ConnectionPool, NoConnectionsAvailable  # noqa
+from .counter_batch import CounterBatch
diff --git a/happybase/counter_batch.py b/happybase/counter_batch.py
new file mode 100644
index 0000000..122fbb3
--- /dev/null
+++ b/happybase/counter_batch.py
@@ -0,0 +1,46 @@
+import six
+from Hbase_thrift import Hbase, ColumnDescriptor, TIncrement
+from collections import defaultdict
+
+
+class CounterBatch(object):
+    def __init__(self, table, batch_size=None):
+        self.table = table
+        self.batch_size = batch_size
+        self.batch = defaultdict(int)
+
+    def counter_inc(self, row, column, value=1):
+        self.batch[(row, column)] += value
+        self._check_send()
+
+    def counter_dec(self, row, column, value=1):
+        self.counter_inc(row, column, -value)
+
+    def send(self):
+        increment_rows = [
+            TIncrement(table=self.table.name, row=key[0], column=key[1], ammount=value)
+            for key, value in six.iteritems(self.batch)
+        ]
+        self.table.connection.client.incrementRows(increment_rows)
+        self.batch.clear()
+
+    def _check_send(self):
+        if len(self.batch) >= self.batch_size:
+            self.send()
+
+    #
+    # Context manager methods
+    #
+
+    def __enter__(self):
+        """Called upon entering a ``with`` block"""
+        return self
+
+    def __exit__(self, exc_type, exc_value, traceback):
+        """Called upon exiting a ``with`` block"""
+        # TODO: Examine the exception and decide whether or not to send
+        # For now we always send
+        if exc_type is not None:
+            pass
+
+        self.send()
diff --git a/happybase/table.py b/happybase/table.py
index 4456211..97257cc 100644
--- a/happybase/table.py
+++ b/happybase/table.py
@@ -12,6 +12,7 @@
 
 from .util import thrift_type_to_dict, bytes_increment, OrderedDict
 from .batch import Batch
+from .counter_batch import CounterBatch
 
 logger = logging.getLogger(__name__)
 
@@ -525,6 +526,23 @@ def batch(self, timestamp=None, batch_size=None, transaction=False,
         del kwargs['self']
         return Batch(table=self, **kwargs)
 
+    def counter_batch(self, batch_size=None):
+        """Create a new batch of counter operation for this table.
+
+        This method returns a new :py:class:`CounterBatch` instance that can be used
+        for mass counter manipulation.
+
+        If given, the `batch_size` argument specifies the maximum batch size
+        after which the batch should send the mutations to the server. By
+        default this is unbounded.
+
+        :param int batch_size: batch size (optional)
+
+        :return: CounterBatch instance
+        :rtype: :py:class:`CounterBatch`
+        """
+        return CounterBatch(table=self, batch_size=batch_size)
+
     #
     # Atomic counters
     #