diff --git a/src/reducers/index.js b/src/reducers/index.js
index 73c62ad150..7949fec13e 100644
--- a/src/reducers/index.js
+++ b/src/reducers/index.js
@@ -63,6 +63,7 @@ const combinedReducer = combineReducers({
   asyncDataSource: createReducer(false),
   edge: createReducer({}),
   id: createReducer(null),
+  modularPipeline: createReducer({}),
   // These props have very simple non-nested actions
   chartSize: createReducer({}, UPDATE_CHART_SIZE, 'chartSize'),
   zoom: createReducer({}, UPDATE_ZOOM, 'zoom'),
diff --git a/src/store/normalize-data.js b/src/store/normalize-data.js
index 49347581ed..52b3815126 100644
--- a/src/store/normalize-data.js
+++ b/src/store/normalize-data.js
@@ -9,6 +9,10 @@ export const createInitialPipelineState = () => ({
     ids: [],
     name: {},
   },
+  modularPipeline: {
+    ids: [],
+    name: {},
+  },
   node: {
     ids: [],
     name: {},
@@ -26,6 +30,7 @@ export const createInitialPipelineState = () => ({
     parameters: {},
     filepath: {},
     datasetType: {},
+    modularPipelines: {},
   },
   nodeType: {
     ids: ['task', 'data', 'parameters'],
@@ -99,6 +104,20 @@ const addPipeline = (state) => (pipeline) => {
   state.pipeline.name[id] = pipeline.name;
 };
 
+/**
+ * Add a new modular pipeline
+ * @param {string} modularPipeline.id - Unique namespace of the modular pipeline
+ * @param {string} modularPipeline.name - modular pipeline name
+ */
+const addModularPipeline = (state) => (modularPipeline) => {
+  const { id, name } = modularPipeline;
+  if (state.modularPipeline.name[id]) {
+    return;
+  }
+  state.modularPipeline.ids.push(id);
+  state.modularPipeline.name[id] = name;
+};
+
 /**
  * Add a new node if it doesn't already exist
  * @param {string} name - Default node name
@@ -125,6 +144,7 @@ const addNode = (state) => (node) => {
   state.node.parameters[id] = node.parameters;
   state.node.filepath[id] = node.filepath;
   state.node.datasetType[id] = node.datasetType;
+  state.node.modularPipelines[id] = node.modular_pipelines;
 };
 
 /**
@@ -188,6 +208,9 @@ const normalizeData = (data) => {
       state.pipeline.active = state.pipeline.main;
     }
   }
+  if (data.modular_pipelines) {
+    data.modular_pipelines.forEach(addModularPipeline(state));
+  }
   if (data.tags) {
     data.tags.forEach(addTag(state));
   }
diff --git a/src/store/normalize-data.test.js b/src/store/normalize-data.test.js
index a15e55e12a..2721314407 100644
--- a/src/store/normalize-data.test.js
+++ b/src/store/normalize-data.test.js
@@ -47,6 +47,27 @@ describe('normalizeData', () => {
     expect(normalizeData(data).pipeline.active).toBe(undefined);
   });
 
+  it('should not add modular pipelines if modular pipelines are not supplied', () => {
+    const data = Object.assign({}, animals, { modular_pipelines: undefined });
+    expect(normalizeData(data).modularPipeline.ids).toHaveLength(0);
+  });
+
+  it('should not add duplicate modular pipelines', () => {
+    const data = Object.assign({}, animals, {
+      modular_pipelines: [
+        {
+          id: 'pipeline1',
+          name: 'Pipeline 1',
+        },
+        {
+          id: 'pipeline1',
+          name: 'Pipeline 1',
+        },
+      ],
+    });
+    expect(normalizeData(data).modularPipeline.ids).toHaveLength(1);
+  });
+
   it('should not add layers if layers are not supplied', () => {
     const data = Object.assign({}, animals, { layers: undefined });
     data.nodes.forEach((node) => {