diff --git a/ports/intel-mkl/portfile.cmake b/ports/intel-mkl/portfile.cmake
index a885e8dcbcda81..67e6d982daaf7c 100644
--- a/ports/intel-mkl/portfile.cmake
+++ b/ports/intel-mkl/portfile.cmake
@@ -4,25 +4,56 @@
 
 set(VCPKG_POLICY_EMPTY_PACKAGE enabled)
 
-set(MKL_REQUIRED_VERSION "20200000")
-
-set(ProgramFilesx86 "ProgramFiles(x86)")
-set(INTEL_ROOT $ENV{${ProgramFilesx86}}/IntelSWTools/compilers_and_libraries/windows)
-set(ONEMKL_ROOT $ENV{${ProgramFilesx86}}/Intel/oneAPI/mkl/latest)
+if (VCPKG_TARGET_IS_WINDOWS)
+    set(MKL_REQUIRED_VERSION "20200000")
+    set(ProgramFilesx86 "ProgramFiles(x86)")
+    set(INTEL_ROOT $ENV{${ProgramFilesx86}}/IntelSWTools/compilers_and_libraries/windows)
+    set(ONEMKL_ROOT $ENV{${ProgramFilesx86}}/Intel/oneAPI/mkl/latest)
+    
+    set(FAILURE_MESSAGE "Could not find MKL. Before continuing, please download and install MKL  (${MKL_REQUIRED_VERSION} or higher) from:"
+                        "\n    https://registrationcenter.intel.com/en/products/download/3178/\n"
+                        "\nAlso ensure vcpkg has been rebuilt with the latest version (v0.0.104 or later)")
+else()
+    set(MKL_REQUIRED_VERSION "2020.0.000")
+    file(GLOB MKL_PATHS
+        "$ENV{MKLROOT}"
+        "${INTEL_ROOT}/mkl"
+        "${INTEL_ONEAPI_MKL_ROOT}"
+        "${ONEAPI_ROOT}/mkl"
+        "/opt/intel/compilers_and_libraries_*.*.*"
+        "/opt/intel/oneapi/mkl"
+        "/opt/intel/mkl"
+    )
+    foreach(MKL_PATH ${MKL_PATHS})
+        get_filename_component(CURRENT_VERSION ${MKL_PATH} NAME)
+        string(REGEX MATCH "[0-9]+\\.[0-9]+\\.[0-9]+$" VERSION_NUM ${CURRENT_VERSION})
+        if (IS_DIRECTORY ${MKL_PATH} AND VERSION_NUM)
+            if (VERSION_NUM VERSION_GREATER_EQUAL ${MKL_REQUIRED_VERSION})
+                set(INTEL_ROOT ${MKL_PATH}/linux)
+                message("Fond Suitable version ${VERSION_NUM}")
+                break()
+            endif()
+        endif()
+    endforeach()
+    
+    set(FAILURE_MESSAGE "Could not find MKL. Before continuing, please install MKL (${MKL_REQUIRED_VERSION} or higher) using the system package manager"
+                        "See https://software.intel.com/content/www/us/en/develop/articles/installing-intel-free-libs-and-python-apt-repo.html"
+                        "\nAlso ensure vcpkg has been rebuilt with the latest version (v0.0.104 or later)")
+endif()
 
-find_path(MKL_ROOT include/mkl.h
+find_path(MKL_ROOT mkl.h
     PATHS
-    $ENV{MKLROOT}
-    ${INTEL_ROOT}/mkl
-    $ENV{ONEAPI_ROOT}/mkl/latest
-    ${ONEMKL_ROOT}
+    $ENV{MKLROOT}/include
+    ${INTEL_ROOT}/mkl/include
+    $ENV{ONEAPI_ROOT}/mkl/latest/include
+    ${ONEMKL_ROOT}/include
+    /usr/include/mkl
     DOC
-    "Folder contains MKL")
+    "Folder contains MKL"
+)
 
 if (MKL_ROOT STREQUAL "MKL_ROOT-NOTFOUND")
-    message(FATAL_ERROR "Could not find MKL. Before continuing, please download and install MKL  (${MKL_REQUIRED_VERSION} or higher) from:"
-                        "\n    https://registrationcenter.intel.com/en/products/download/3178/\n"
-                        "\nAlso ensure vcpkg has been rebuilt with the latest version (v0.0.104 or later)")
+    message(FATAL_ERROR ${FAILURE_MESSAGE})
 endif()
 
 # file(STRINGS ${MKL_ROOT}/include/mkl_version.h MKL_VERSION_DEFINITION REGEX "__INTEL_MKL((_MINOR)|(_UPDATE))?__")
@@ -31,10 +62,12 @@ endif()
 # list(GET MKL_VERSION 1 MKL_VERSION_MINOR)
 # list(GET MKL_VERSION 2 MKL_VERSION_UPDATE)
 
-file(STRINGS ${MKL_ROOT}/include/mkl_version.h MKL_VERSION_DEFINITION REGEX "INTEL_MKL_VERSION")
+file(STRINGS "${MKL_ROOT}/mkl_version.h" MKL_VERSION_DEFINITION REGEX "INTEL_MKL_VERSION")
 string(REGEX MATCH "([0-9]+)" MKL_VERSION ${MKL_VERSION_DEFINITION})
 
-if (MKL_VERSION LESS MKL_REQUIRED_VERSION)
+if (MKL_VERSION VERSION_LESS MKL_REQUIRED_VERSION)
     message(FATAL_ERROR "MKL ${MKL_VERSION} is found but ${MKL_REQUIRED_VERSION} is required. Please download and install a more recent version of MKL from:"
-                        "\n    https://registrationcenter.intel.com/en/products/download/3178/\n")
+                        "\n    https://software.intel.com/content/www/us/en/develop/tools/oneapi/base-toolkit.html\n")
 endif()
+
+configure_file("${CMAKE_CURRENT_LIST_DIR}/vcpkg-cmake-wrapper.cmake.in" "${CURRENT_PACKAGES_DIR}/share/mkl/vcpkg-cmake-wrapper.cmake" @ONLY)
diff --git a/ports/intel-mkl/vcpkg-cmake-wrapper.cmake.in b/ports/intel-mkl/vcpkg-cmake-wrapper.cmake.in
new file mode 100644
index 00000000000000..5a776e9af0e0a7
--- /dev/null
+++ b/ports/intel-mkl/vcpkg-cmake-wrapper.cmake.in
@@ -0,0 +1,3 @@
+set(MKL_INCLUDE_DIR "@MKL_ROOT@")
+
+_find_package(MKL)
diff --git a/ports/intel-mkl/vcpkg.json b/ports/intel-mkl/vcpkg.json
index b767ee113559e8..6c61d77a28080c 100644
--- a/ports/intel-mkl/vcpkg.json
+++ b/ports/intel-mkl/vcpkg.json
@@ -1,6 +1,7 @@
 {
   "name": "intel-mkl",
   "version": "2020.0.0",
-  "port-version": 2,
-  "description": "Intel® Math Kernel Library (Intel® MKL) accelerates math processing routines, increases application performance, and reduces development time on Intel® processors. Due to the complexity involved, this package doesn't install MKL. It instead verifies that MKL is installed. Please download and install MKL from https://registrationcenter.intel.com/en/products/download/3178/ manually before using it in vcpkg."
+  "port-version": 3,
+  "description": "Intel® Math Kernel Library (Intel® MKL) accelerates math processing routines, increases application performance, and reduces development time on Intel® processors. Due to the complexity involved, this package doesn't install MKL. It instead verifies that MKL is installed. Please download and install MKL from https://registrationcenter.intel.com/en/products/download/3178/ manually before using it in vcpkg.",
+  "license": "Apache-2.0"
 }
diff --git a/scripts/azure-pipelines/linux/provision-image.sh b/scripts/azure-pipelines/linux/provision-image.sh
old mode 100755
new mode 100644
index e3c6732e93c4e7..03818d52a411a3
--- a/scripts/azure-pipelines/linux/provision-image.sh
+++ b/scripts/azure-pipelines/linux/provision-image.sh
@@ -86,6 +86,9 @@ APT_PACKAGES="$APT_PACKAGES haskell-stack"
 ## required by duktape
 APT_PACKAGES="$APT_PACKAGES python-yaml"
 
+# required by intel-mkl
+APT_PACKAGES="$APT_PACKAGES intel-mkl"
+
 ## CUDA
 APT_PACKAGES="$APT_PACKAGES cuda-compiler-11-6 cuda-libraries-dev-11-6 cuda-driver-dev-11-6 \
   cuda-cudart-dev-11-6 libcublas-11-6 libcurand-dev-11-6 cuda-nvml-dev-11-6 libcudnn8-dev libnccl2 \
diff --git a/scripts/ci.baseline.txt b/scripts/ci.baseline.txt
index 7ed698cdef3a13..c83c8621b77c4d 100644
--- a/scripts/ci.baseline.txt
+++ b/scripts/ci.baseline.txt
@@ -365,7 +365,6 @@ ijg-libjpeg:x64-windows-static = skip
 ijg-libjpeg:x86-windows        = skip
 intel-mkl:arm64-windows=fail
 intel-mkl:arm-uwp=fail
-intel-mkl:x64-linux=fail
 intel-mkl:x64-osx=fail
 intel-mkl:arm64-osx=fail
 intel-mkl:x64-uwp=fail
diff --git a/versions/baseline.json b/versions/baseline.json
index 51a2caad19845f..cac47fb324bf90 100644
--- a/versions/baseline.json
+++ b/versions/baseline.json
@@ -3098,7 +3098,7 @@
     },
     "intel-mkl": {
       "baseline": "2020.0.0",
-      "port-version": 2
+      "port-version": 3
     },
     "intelrdfpmathlib": {
       "baseline": "20U2",
diff --git a/versions/i-/intel-mkl.json b/versions/i-/intel-mkl.json
index 1c5ffb0efe056e..20b117dab34858 100644
--- a/versions/i-/intel-mkl.json
+++ b/versions/i-/intel-mkl.json
@@ -1,5 +1,10 @@
 {
   "versions": [
+    {
+      "git-tree": "50abc44be806f0f8f752bf26cfd76d37c10827b4",
+      "version": "2020.0.0",
+      "port-version": 3
+    },
     {
       "git-tree": "f2d5b828df130d8b1106aa0c076eb9cb79e50ea9",
       "version": "2020.0.0",