diff --git a/skimage/graph/__init__.py b/skimage/graph/__init__.py
index eb817c77..a335971d 100644
--- a/skimage/graph/__init__.py
+++ b/skimage/graph/__init__.py
@@ -1,7 +1,9 @@
 from .spath import shortest_path
-from .mcp import MCP, MCP_Geometric, route_through_array
+from .mcp import MCP, MCP_Geometric, MCP_Connect, MCP_Flexible, route_through_array
 
 __all__ = ['shortest_path',
            'MCP',
            'MCP_Geometric',
+           'MCP_Connect',
+           'MCP_Flexible',
            'route_through_array']
\ No newline at end of file
diff --git a/skimage/graph/mcp.py b/skimage/graph/mcp.py
index dc584226..bf693a45 100644
--- a/skimage/graph/mcp.py
+++ b/skimage/graph/mcp.py
@@ -1,4 +1,4 @@
-from ._mcp import MCP, MCP_Geometric
+from ._mcp import MCP, MCP_Geometric, MCP_Connect, MCP_Flexible
 
 
 def route_through_array(array, start, end, fully_connected=True,