diff --git a/source/Makefile b/source/Makefile
index 655286aa..6ef592c3 100644
--- a/source/Makefile
+++ b/source/Makefile
@@ -166,10 +166,8 @@ changes:
 	@echo "The overview file is in $(BUILDDIR)/changes."
 
 linkcheck:
-	$(SPHINXBUILD) -b linkcheck $(ALLSPHINXOPTS) $(BUILDDIR)/linkcheck
-	@echo
-	@echo "Link check complete; look for any errors in the above output " \
-	      "or in $(BUILDDIR)/linkcheck/output.txt."
+	-$(SPHINXBUILD) -b linkcheck $(ALLSPHINXOPTS) $(BUILDDIR)/linkcheck
+	python3 scripts/_python/linkcheck/parse-link-check.py $(BUILDDIR)/linkcheck
 
 doctest:
 	$(SPHINXBUILD) -b doctest $(ALLSPHINXOPTS) $(BUILDDIR)/doctest
diff --git a/source/scripts/_python/linkcheck/link-whitelist.txt b/source/scripts/_python/linkcheck/link-whitelist.txt
new file mode 100644
index 00000000..a33863a4
--- /dev/null
+++ b/source/scripts/_python/linkcheck/link-whitelist.txt
@@ -0,0 +1,19 @@
+http://www.intel.com/content/www/us/en/virtualization/virtualization-technology/intel-virtualization-technology.html
+https://software.intel.com/en-us/articles/intel-virtualization-technology-for-directed-io-vt-d-enhancing-intel-platforms-for-efficient-virtualization-of-io-devices
+http://www.intel.com/content/www/us/en/virtualization/virtualization-technology/intel-virtualization-technology.html
+https://software.intel.com/en-us/articles/intel-virtualization-technology-for-directed-io-vt-d-enhancing-intel-platforms-for-efficient-virtualization-of-io-devices
+https://software.intel.com/en-us/articles/intel-virtualization-technology-for-directed-io-vt-d-enhancing-intel-platforms-for-efficient-virtualization-of-io-devices
+https://www.intel.com/content/www/us/en/virtualization/virtualization-technology/intel-virtualization-technology.html
+https://www.intel.com/content/www/us/en/virtualization/virtualization-technology/intel-virtualization-technology.html
+https://github.com/clearlinux/common#build-rpms-for-a-package
+https://www.intel.com/content/www/us/en/privacy/intel-privacy-notice.html
+http://ark.intel.com
+https://clearlinux.org/documentation/clear-linux/concepts/bundles-about#related-concepts
+https://software.intel.com/en-us/articles/OpenVINO-ModelOptimizer
+https://github.com/kata-containers/documentation/blob/master/Upgrading.md#maintenance-warning
+https://github.com/clearcontainers/runtime#configuration
+https://github.com/kata-containers/runtime#configuration
+https://kubernetes.io/docs/user-journeys/users/application-developer/foundational/#section-3
+https://kubernetes.io/docs/user-journeys/users/application-developer/foundational/#section-2
+https://www.intel.com/content/www/us/en/privacy/intel-privacy-notice.html
+http://www.intel.com/content/www/us/en/nuc/nuc-kit-nuc6i5syh.html
\ No newline at end of file
diff --git a/source/scripts/_python/linkcheck/parse-link-check.py b/source/scripts/_python/linkcheck/parse-link-check.py
new file mode 100644
index 00000000..9909cf1d
--- /dev/null
+++ b/source/scripts/_python/linkcheck/parse-link-check.py
@@ -0,0 +1,87 @@
+#!/usr/bin/env python
+
+#***********************************************************
+#
+# parse-link-check.py
+# 
+# Arguments:
+#     1. path to input file 
+#
+# External file dependencies:
+#     1. output.txt - the output of sphinx-build
+#     2. link-whitelist.txt - broken links that should be ignored
+#
+# Output:
+#     1. broken_links.html - provides count of broken and whitelist 
+#        matches. Also provides links to all flagged links. Will 
+#        appear in the same directory as output.txt
+#     2. Error code 255 if unexpected broken links are found
+#
+#***********************************************************
+
+
+import sys
+import re
+import os
+
+fileName = "output.txt"
+outFile = "broken_links.html"
+whitelistFile = "link-whitelist.txt"
+
+if len(sys.argv) < 2:
+    print ("Enter path of input directory")
+    sys.exit()
+
+scriptPath = sys.argv[0]
+outputPath = sys.argv[1]
+fileNamePath = outputPath + "/" + fileName
+outFilePath = outputPath + "/" +  outFile
+
+whitelistFilePath = os.path.dirname(scriptPath) + "/" + whitelistFile
+
+with open (whitelistFilePath) as w:
+	whLines = w.readlines()
+
+whitelist = []
+for line in whLines:
+	link = line.rstrip()
+	whitelist.append(link)
+
+with open (fileNamePath) as f:
+    lines = f.readlines()
+
+numBrokenLinks = 0
+numWhiteListMatches = 0
+newLines = ["<!DOCTYPE html><html><head><style>body {font-family: sans-serif;}</style></head><body>"]
+whiteListLines = []
+
+for line in lines:
+    if "[broken]" in line:
+        strings = line.split(" ")
+        link = strings[2][:-1]
+        link = link.strip()
+        if link in whitelist:
+            whiteListLines.append("<b>" + strings[0] + "</b>\n<blockquote><a href=\"" + link + "\">[whitelist] " + link + "</a></blockquote>\n")
+            numWhiteListMatches += 1
+        else:
+            newLines.append("<b>" + strings[0] + "</b>\n<blockquote><a href=\"" + link + "\">[broken] " + link + "</a></blockquote>\n")
+            numBrokenLinks += 1
+
+newLines.insert(0,"<h1>" + str(numBrokenLinks + numWhiteListMatches) + " broken links found in Sphinx link check</h1>\n")
+newLines.insert(1,"<h2>" + str(numBrokenLinks) + " unmatched broken links</h2>\n")
+newLines.append("<h2>" + str(numWhiteListMatches) + " links matched whitelist</h2>\n")
+for line in whiteListLines:
+	newLines.append(line)
+newLines.append("</body></html>")
+
+with open (outFilePath, "w") as outF:
+    for line in newLines:
+        outF.write(line)
+
+print("See ./" + outFilePath + " for a detailed breakdown of broken links.")
+
+if numBrokenLinks != 0:
+    print (numBrokenLinks + " detected. Exiting with error code 255.")
+    sys.exit(-1) 
+else:
+    print ("No unexpected broken links detected.")