diff --git a/app/frontend.js b/app/frontend.js
index 4c500715536e6ab8834b8ca7454d1a5c6a491ce3..d54c3fb55b5242843214c58ea294f310709d7906 100644
--- a/app/frontend.js
+++ b/app/frontend.js
@@ -56,16 +56,22 @@ app.use((req, res) => {
 
   const [, categoryKey, algorithmKey] = url.parse(req.originalUrl).pathname.split('/');
   let { title, description } = packageJson;
-  const algorithm = hierarchy.find(categoryKey, algorithmKey);
-  if (algorithm) {
-    title = [algorithm.categoryName, algorithm.algorithmName].join(' - ');
-    description = algorithm.description;
+  let algorithm = undefined;
+  if (categoryKey && categoryKey !== 'scratch-paper') {
+    algorithm = hierarchy.find(categoryKey, algorithmKey) || null;
+    if (algorithm) {
+      title = [algorithm.categoryName, algorithm.algorithmName].join(' - ');
+      description = algorithm.description;
+    } else {
+      res.status(404);
+    }
   }
 
   const indexFile = res.indexFile
     .replace(/\$TITLE/g, title)
     .replace(/\$DESCRIPTION/g, description)
-    .replace(/\$ALGORITHM/g, algorithm ? JSON.stringify(algorithm).replace(/</g, '\\u003c') : 'undefined');
+    .replace(/\$ALGORITHM/g, algorithm === undefined ? 'undefined' :
+      JSON.stringify(algorithm).replace(/</g, '\\u003c'));
   res.send(indexFile);
 });
 
diff --git a/src/frontend/components/App/index.jsx b/src/frontend/components/App/index.jsx
index eebe295f5d88083fe3c619be96a696c60600ddbb..2e37cbd4adda1385ddac9f21d67b2f24e9249a12 100644
--- a/src/frontend/components/App/index.jsx
+++ b/src/frontend/components/App/index.jsx
@@ -148,6 +148,9 @@ class App extends BaseComponent {
       if (window.__PRELOADED_ALGORITHM__) {
         this.props.setAlgorithm(window.__PRELOADED_ALGORITHM__);
         delete window.__PRELOADED_ALGORITHM__;
+      } else if (window.__PRELOADED_ALGORITHM__ === null) {
+        delete window.__PRELOADED_ALGORITHM__;
+        return Promise.reject(new Error('Algorithm Not Found'));
       } else if (categoryKey && algorithmKey) {
         return AlgorithmApi.getAlgorithm(categoryKey, algorithmKey)
           .then(({ algorithm }) => this.props.setAlgorithm(algorithm));