diff --git a/.vsts-ci-templates/build_and_test.yml b/.vsts-ci-templates/build_and_test.yml
index 5ccc0f9ff..ec0908b54 100644
--- a/.vsts-ci-templates/build_and_test.yml
+++ b/.vsts-ci-templates/build_and_test.yml
@@ -33,3 +33,15 @@ steps:
     ls *_test | xargs -n1 -I '{}' sh -c 'printf "\n*** Binary: {} ***\n "; llvm-cov-7 report -object {} -instr-profile {}.profdata -ignore-filename-regex="(boost|openenclave|3rdparty|/test/)"'
   displayName: Coverage
   workingDirectory: build
+
+- script: |
+    ../tests/coverage/generate_coverage.sh
+  displayName: CoverageGeneration
+  workingDirectory: build
+
+- task: PublishCodeCoverageResults@1
+  inputs:
+    codeCoverageTool: Cobertura
+    summaryFileLocation: '$(System.DefaultWorkingDirectory)/build/coverage.xml'
+    reportDirectory: '$(System.DefaultWorkingDirectory)/build/coverage'
+  condition: succeededOrFailed()
diff --git a/tests/coverage/cobertura_generator.py b/tests/coverage/cobertura_generator.py
new file mode 100644
index 000000000..e54169733
--- /dev/null
+++ b/tests/coverage/cobertura_generator.py
@@ -0,0 +1,70 @@
+# Copyright (c) Microsoft Corporation. All rights reserved.
+# Licensed under the Apache 2.0 License.
+import xml.etree.ElementTree as et
+import json
+import xml.dom.minidom as minidom
+import time
+
+
+def pretty_print(tree_root):
+    tree_string = et.tostring(tree_root, "utf-8")
+    final_string = tree_string
+    reparsed = minidom.parseString(final_string)
+    return reparsed.toprettyxml(indent="\t")
+
+
+with open("coverage.json", "r") as file:
+    timestamp = str(time.time())
+    data = json.load(file)["data"][0]
+
+    line_rate = str(data["totals"]["lines"]["percent"] / 100.0)
+    lines_covered = str(data["totals"]["lines"]["covered"])
+    lines_valid = str(data["totals"]["lines"]["count"])
+    branch_rate = str(data["totals"]["functions"]["percent"] / 100.0)
+    branch_covered = str(data["totals"]["functions"]["covered"])
+    branch_valid = str(data["totals"]["functions"]["count"])
+    coverage = et.Element(
+        "coverage",
+        attrib={
+            "line-rate": line_rate,
+            "lines-covered": lines_covered,
+            "lines-valid": lines_valid,
+            "branches-covered": branch_covered,
+            "branches-valid": branch_valid,
+            "branch-rate": branch_rate,
+            "version": "1.0",
+            "timestamp": timestamp,
+        },
+    )
+    packages = et.SubElement(coverage, "packages")
+    package = et.SubElement(
+        packages,
+        "package",
+        attrib={"name": "ccf", "line-rate": line_rate, "branch-rate": branch_rate},
+    )
+    classes = et.SubElement(package, "classes")
+
+    files = data["files"]
+    for file in files:
+        filename = file["filename"]
+        line_rate = str(file["summary"]["lines"]["percent"] / 100.0)
+        branch_rate = str(file["summary"]["functions"]["percent"] / 100.0)
+        class_element = et.SubElement(
+            classes,
+            "class",
+            name=filename,
+            attrib={
+                "filename": filename,
+                "line-rate": line_rate,
+                "branch-rate": branch_rate,
+            },
+        )
+        et.SubElement(
+            class_element,
+            "line",
+            attrib={"branch": "false", "hits": "1", "number": "1"},
+        )
+
+    tree = pretty_print(coverage)
+    with open("coverage.xml", "w") as xml_file:
+        xml_file.write(tree)
diff --git a/tests/coverage/generate_coverage.sh b/tests/coverage/generate_coverage.sh
new file mode 100755
index 000000000..32a4f354a
--- /dev/null
+++ b/tests/coverage/generate_coverage.sh
@@ -0,0 +1,23 @@
+#!/bin/bash
+# Copyright (c) Microsoft Corporation. All rights reserved.
+# Licensed under the Apache 2.0 License.
+
+for f in *profraw; do
+    echo "$f" >> prof_files
+done
+
+llvm-profdata-7 merge -sparse -f prof_files -o coverage.profdata
+
+objects=()
+for f in *_test; do
+    objects+=( -object "$f")
+    llvm-cov-7 show -instr-profile "$f".profdata -output-dir=cov_"$f" -format=html "$f" -Xdemangler c++filt -Xdemangler -n -ignore-filename-regex="(boost|openenclave|3rdparty|/test/)"
+done
+
+llvm-cov-7 show -instr-profile coverage.profdata -output-dir=coverage -format=html ds_test "${objects[@]}" -Xdemangler c++filt -Xdemangler -n -ignore-filename-regex="(boost|openenclave|3rdparty|/test/)"
+llvm-cov-7 export -instr-profile coverage.profdata -format=text ds_test "${objects[@]}" -Xdemangler c++filt -Xdemangler -n -ignore-filename-regex="(boost|openenclave|3rdparty|/test/)" -summary-only > coverage.json
+
+mv cov_* coverage/
+
+python3.7 ../tests/coverage/cobertura_generator.py
+python3.7 ../tests/coverage/style_html.py
\ No newline at end of file
diff --git a/tests/coverage/style_html.py b/tests/coverage/style_html.py
new file mode 100644
index 000000000..8e17ced6e
--- /dev/null
+++ b/tests/coverage/style_html.py
@@ -0,0 +1,39 @@
+# Copyright (c) Microsoft Corporation. All rights reserved.
+# Licensed under the Apache 2.0 License.
+import glob
+import os
+
+"""
+copies the css into the html files
+"""
+
+style_file = "coverage/style.css"
+index_html = "coverage/index.html"
+
+with open(index_html, "a") as index_file:
+    index_file.write("<p>")
+    index_file.write("<div class='centered'>")
+    index_file.write(
+        "<table><tr><td class='column-entry-bold'>Coverage Per Unit Test</td></tr>"
+    )
+
+    for cov_dir in glob.glob("coverage/cov_*", recursive=False):
+        directory = os.path.basename(cov_dir)
+        index_file.write(
+            "<tr class='light-row'><td><pre><a href='"
+            + directory
+            + "/index.html'>"
+            + directory
+            + "</a></pre></td></tr>"
+        )
+    index_file.write("</table>")
+    index_file.write("</div>")
+    index_file.write("</p>")
+
+with open(style_file) as style:
+    css = style.read()
+    for filename in glob.iglob("coverage/**/*.html", recursive=True):
+        with open(filename, "a") as html:
+            html.write('<style type="text/css">')
+            html.write(css)
+            html.write("</style>")