diff --git a/example/SimpleGraph.js b/example/SimpleGraph.js
index 77ce8060..219aff88 100644
--- a/example/SimpleGraph.js
+++ b/example/SimpleGraph.js
@@ -7,7 +7,8 @@ const SpecialNode = ({ data, styles }) => (
   <div
     style={{ background: '#FFCC00', padding: 10, borderRadius: 2, ...styles }}
   >
-    <TargetHandle style={{ left: 10, background: '#999' }} />
+    <TargetHandle id="a" style={{ left: 10, background: '#999' }} />
+    <TargetHandle id="b" style={{ left: 30, background: '#999' }} />
     <div>I am <strong>special</strong>!<br />{data.label}</div>
     <select onChange={(e) => data.onChange(e.target.value, data)}>
       <option value="1">1</option>
@@ -77,6 +78,7 @@ class App extends PureComponent {
         { source: '2', target: '3' },
         { source: '3', target: '4', type: 'step' },
         { source: '3', target: '5' },
+        { source: '5', target: '6__b' },
         { source: '5', target: '6', type: 'step', animated: true, style: { stroke: '#FFCC00' } },
         { source: '6', target: '7', style: { stroke: '#FFCC00' }},
       ]
diff --git a/package-lock.json b/package-lock.json
index ef5955e0..770c0d19 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -8378,9 +8378,9 @@
       "dev": true
     },
     "ts-toolbelt": {
-      "version": "3.8.1",
-      "resolved": "https://registry.npmjs.org/ts-toolbelt/-/ts-toolbelt-3.8.1.tgz",
-      "integrity": "sha512-XDAWEHVscqto6pG0gPSbYaEfEBcl9V0JK5pQIQJ3M+6sYnxK5ZOPyyRA/aq78WxKlLvBSXCPJ1fPX+7qCCg2Zg=="
+      "version": "3.8.91",
+      "resolved": "https://registry.npmjs.org/ts-toolbelt/-/ts-toolbelt-3.8.91.tgz",
+      "integrity": "sha512-HVY9kFtQCtAfuHPf8XK9BWzwUueGtviZ5i/x6hu9uMIy+PWqlwjD1eqRTBaCewOclR5w07j1bgaT7cWNWrJgZw=="
     },
     "tty-browserify": {
       "version": "0.0.0",
diff --git a/src/ConnectionLine/index.js b/src/ConnectionLine/index.js
index 250f3f1f..10f3ac16 100644
--- a/src/ConnectionLine/index.js
+++ b/src/ConnectionLine/index.js
@@ -3,8 +3,13 @@ import cx from 'classnames';
 
 export default (props) => {
   const [sourceNode, setSourceNode] = useState(null);
+  const hasHandleId = props.connectionSourceId.includes('__');
+  const sourceIdSplitted = props.connectionSourceId.split('__');
+  const nodeId = sourceIdSplitted[0];
+  const handleId = hasHandleId ? sourceIdSplitted[1] : null;
+
   useEffect(() => {
-    setSourceNode(props.nodes.find(n => n.id === props.connectionSourceId));
+    setSourceNode(props.nodes.find(n => n.id === nodeId));
   }, []);
 
   if (!sourceNode) {
@@ -14,7 +19,7 @@ export default (props) => {
   const style = props.connectionLineStyle || {};
   const className = cx('react-graph__edge', 'connection', props.className);
 
-  const sourceHandle = sourceNode.__rg.handleBounds.source;
+  const sourceHandle = handleId ? sourceNode.__rg.handleBounds.source.find(d => d.id === handleId) : sourceNode.__rg.handleBounds.source[0];
   const sourceHandleX = sourceHandle ? sourceHandle.x + (sourceHandle.width / 2) : sourceNode.__rg.width / 2;
   const sourceHandleY = sourceHandle ? sourceHandle.y + (sourceHandle.height / 2) : sourceNode.__rg.height;
   const sourceX = sourceNode.__rg.position.x + sourceHandleX;
diff --git a/src/EdgeRenderer/index.js b/src/EdgeRenderer/index.js
index c66e09ec..2e31943f 100644
--- a/src/EdgeRenderer/index.js
+++ b/src/EdgeRenderer/index.js
@@ -4,27 +4,48 @@ import { useStoreState } from 'easy-peasy';
 import ConnectionLine from '../ConnectionLine';
 import { isEdge } from '../graph-utils';
 
-function getEdgePositions(sourceNode, targetNode) {
+function getEdgePositions({ sourceNode, targetNode, sourceHandleId, targetHandleId }) {
   const hasSourceHandle = !!sourceNode.__rg.handleBounds.source;
   const hasTargetHandle = !!targetNode.__rg.handleBounds.target;
 
+  let sourceHandle = null;
+  let targetHandle = null;
+
+  if (hasSourceHandle) {
+    // there is no sourceHandleId when there are no multiple handles/ handles with ids
+    // so we just pick the first one
+    if (sourceNode.__rg.handleBounds.source.length === 1 || !sourceHandleId) {
+      sourceHandle = sourceNode.__rg.handleBounds.source[0];
+    } else if (sourceHandleId) {
+      sourceHandle = sourceNode.__rg.handleBounds.source.find(d => d.id === sourceHandleId);
+    }
+  }
+
+  if (hasTargetHandle) {
+    if (targetNode.__rg.handleBounds.target.length === 1 || !targetHandleId) {
+      targetHandle = targetNode.__rg.handleBounds.target[0];
+    } else if (targetHandleId) {
+      targetHandle = targetNode.__rg.handleBounds.target.find(d => d.id === targetHandleId);
+    }
+  }
+
   const sourceHandleX = hasSourceHandle ?
-    sourceNode.__rg.handleBounds.source.x + (sourceNode.__rg.handleBounds.source.width / 2) :
+    sourceHandle.x + (sourceHandle.width / 2) :
     sourceNode.__rg.width / 2;
 
   const sourceHandleY = hasSourceHandle ?
-    sourceNode.__rg.handleBounds.source.y + (sourceNode.__rg.handleBounds.source.height / 2) :
+    sourceHandle.y + (sourceHandle.height / 2) :
     sourceNode.__rg.height;
 
   const sourceX = sourceNode.__rg.position.x + sourceHandleX;
   const sourceY = sourceNode.__rg.position.y + sourceHandleY;
 
   const targetHandleX = hasTargetHandle ?
-    targetNode.__rg.handleBounds.target.x + (targetNode.__rg.handleBounds.target.width / 2) :
+    targetHandle.x + (targetHandle.width / 2) :
     targetNode.__rg.width / 2;
 
   const targetHandleY = hasTargetHandle ?
-    targetNode.__rg.handleBounds.target.y + (targetNode.__rg.handleBounds.target.height / 2) :
+    targetHandle.y + (targetHandle.height / 2) :
     0;
 
   const targetX = targetNode.__rg.position.x + targetHandleX;
@@ -37,22 +58,32 @@ function getEdgePositions(sourceNode, targetNode) {
 
 function renderEdge(e, props, state) {
   const edgeType = e.type || 'default';
-  const sourceNode = state.nodes.find(n => n.id === e.source);
-  const targetNode = state.nodes.find(n => n.id === e.target);
+
+  const hasSourceHandleId = e.source.includes('__');
+  const hasTargetHandleId = e.target.includes('__');
+
+  const sourceId = hasSourceHandleId ? e.source.split('__')[0] : e.source;
+  const targetId = hasTargetHandleId ? e.target.split('__')[0] : e.target;
+
+  const sourceHandleId = hasSourceHandleId ? e.source.split('__')[1] : null;
+  const targetHandleId = hasTargetHandleId ? e.target.split('__')[1] : null;
+
+  const sourceNode = state.nodes.find(n => n.id === sourceId);
+  const targetNode = state.nodes.find(n => n.id === targetId);
 
   if (!sourceNode) {
-    throw new Error(`couldn't create edge for source id: ${e.source}`);
+    throw new Error(`couldn't create edge for source id: ${sourceId}`);
   }
 
   if (!targetNode) {
-    throw new Error(`couldn't create edge for target id: ${e.target}`);
+    throw new Error(`couldn't create edge for target id: ${targetId}`);
   }
 
   const EdgeComponent = props.edgeTypes[edgeType] || props.edgeTypes.default;
-  const { sourceX, sourceY, targetX, targetY } = getEdgePositions(sourceNode, targetNode);
+  const { sourceX, sourceY, targetX, targetY } = getEdgePositions({ sourceNode, targetNode, sourceHandleId, targetHandleId });
   const selected = state.selectedElements
     .filter(isEdge)
-    .find(elm => elm.source === e.source && elm.target === e.target);
+    .find(elm => elm.source === sourceId && elm.target === targetId);
 
   return (
     <EdgeComponent
@@ -63,8 +94,10 @@ function renderEdge(e, props, state) {
       selected={selected}
       animated={e.animated}
       style={e.style}
-      source={e.source}
-      target={e.target}
+      source={sourceId}
+      target={targetId}
+      sourceHandleId={sourceHandleId}
+      targetHandleId={targetHandleId}
       sourceX={sourceX}
       sourceY={sourceY}
       targetX={targetX}
diff --git a/src/NodeRenderer/HandleTypes/BaseHandle.js b/src/NodeRenderer/HandleTypes/BaseHandle.js
index 69510cd8..b90e1b85 100644
--- a/src/NodeRenderer/HandleTypes/BaseHandle.js
+++ b/src/NodeRenderer/HandleTypes/BaseHandle.js
@@ -41,7 +41,8 @@ function onMouseDown(evt, { nodeId, setSourceId, setPosition, onConnect, isTarg
 
 const BaseHandle = memo(({
   source, target, nodeId, onConnect,
-  setSourceId, setPosition, className, ...rest
+  setSourceId, setPosition, className,
+  id = false, ...rest
 }) => {
   const handleClasses = cx(
     'react-graph__handle',
@@ -49,11 +50,13 @@ const BaseHandle = memo(({
     { source, target }
   );
 
+  const handleId = id ? `${nodeId}__${id}` : nodeId;
+
   return (
     <div
-      data-nodeid={nodeId}
+      data-nodeid={handleId}
       className={handleClasses}
-      onMouseDown={evt => onMouseDown(evt, { nodeId, setSourceId, setPosition, onConnect, isTarget: target })}
+      onMouseDown={evt => onMouseDown(evt, { nodeId: handleId, setSourceId, setPosition, onConnect, isTarget: target })}
       {...rest}
     />
   );
diff --git a/src/NodeRenderer/NodeTypes/wrapNode.js b/src/NodeRenderer/NodeTypes/wrapNode.js
index 07b6575d..36a8d6fc 100644
--- a/src/NodeRenderer/NodeTypes/wrapNode.js
+++ b/src/NodeRenderer/NodeTypes/wrapNode.js
@@ -13,20 +13,31 @@ const isHandle = e => (
 );
 
 const getHandleBounds = (sel, nodeElement, parentBounds, k) => {
-  const handle = nodeElement.querySelector(sel);
+  const handles = nodeElement.querySelectorAll(sel);
 
-  if (!handle) {
+  if (!handles || !handles.length) {
     return null;
   }
 
-  const bounds = handle.getBoundingClientRect();
-  const dimensions = getDimensions(handle);
+  return [].map.call(handles, (handle) => {
+    const bounds = handle.getBoundingClientRect();
+    const dimensions = getDimensions(handle);
+    const nodeIdAttr = handle.getAttribute('data-nodeid');
+    const nodeIdSplitted = nodeIdAttr.split('__');
 
-  return {
-    x: (bounds.x - parentBounds.x) * (1 / k),
-    y: (bounds.y - parentBounds.y) * (1 / k),
-    ...dimensions
-  };
+    let handleId = null;
+
+    if (nodeIdSplitted) {
+      handleId = nodeIdSplitted.length ? nodeIdSplitted[1] : nodeIdSplitted;
+    }
+
+    return {
+      id: handleId,
+      x: (bounds.x - parentBounds.x) * (1 / k),
+      y: (bounds.y - parentBounds.y) * (1 / k),
+      ...dimensions
+    };
+  });
 };
 
 const onStart = (evt, { setOffset, onClick, id, type, data, position, transform }) => {
@@ -92,7 +103,6 @@ export default NodeComponent => {
         source: getHandleBounds('.source', nodeElement.current, bounds, transform[2]),
         target: getHandleBounds('.target', nodeElement.current, bounds, transform[2])
       };
-
       store.dispatch.updateNodeData({ id, ...dimensions, handleBounds });
     }, []);