diff --git a/openmp/tools/analyzer/analyzer.py b/openmp/tools/analyzer/analyzer.py
new file mode 100644
index 000000000000..bcb9abcf88d7
--- /dev/null
+++ b/openmp/tools/analyzer/analyzer.py
@@ -0,0 +1,54 @@
+#!/usr/bin/env python
+
+import subprocess
+import os.path
+import yaml
+import io
+import re
+
+def parseKernelUsages(usageStr, usageDict):
+    demangler = 'c++filt -p'
+
+    def getKernelMem(usages):
+        match = re.search(r"([0-9]+) bytes cmem\[0\]", usages)
+        return match.group(1) if match else None
+    def getSharedMem(usages):
+        match = re.search(r"([0-9]+) bytes smem", usages)
+        return match.group(1) if match else None
+    def getRegisters(usages):
+        match = re.search(r"[Uu]sed ([0-9]+) registers", usages)
+        return match.group(1) if match else None
+    def demangle(fn):
+        expr = re.compile("__omp_offloading_[a-zA-Z0-9]*_[a-zA-Z0-9]*_(_Z.*_)_l[0-9]*$")
+        match = expr.search(fn)
+        function = match.group(1) if match else fn
+        output = subprocess.run(demangler.split(' ') + [function], check=True, stdout=subprocess.PIPE)
+        return output.stdout.decode('utf-8').strip()
+    def getLine(fn):
+        expr = re.compile("__omp_offloading_[a-zA-Z0-9]*_[a-zA-Z0-9]*_.*_l([0-9]*)$")
+        match = expr.search(fn)
+        return match.group(1) if match else 0
+
+    expr = re.compile("Function properties for \'?([a-zA-Z0-9_]*)\'?\n(.*,.*)\n")
+    for (fn, usages) in expr.findall(usageStr):
+        info = usageDict[fn] if fn in usageDict else dict()
+        info["Name"] = demangle(fn)
+        info["DebugLoc"] = {"File" : "unknown", "Line": getLine(fn), "Column" : 0}
+        info["Usage"] = {"Registers" : getRegisters(usages), "Shared" : getSharedMem(usages), "Kernel" : getKernelMem(usages)}
+        usageDict[fn] = info
+
+def getKernelUsage(stderr, fname='usage.yaml'):
+    remarks = [line for line in stderr.split('\n') if re.search(r"^remark:", line)]
+    ptxas = '\n'.join([line.split(':')[1].strip() for line in stderr.split('\n') if re.search(r"^ptxas info *:", line)])
+    nvlink = '\n'.join([line.split(':')[1].strip() for line in stderr.split('\n') if re.search(r"^nvlink info *:", line)])
+
+    if os.path.exists(fname):
+        with io.open(fname, 'r', encoding = 'utf-8') as f:
+            usage = yaml.load(f, Loader=yaml.Loader)
+    else:
+        usage = dict()
+
+    parseKernelUsages(ptxas, usage)
+    parseKernelUsages(nvlink, usage)
+
+    return usage
diff --git a/openmp/tools/analyzer/llvm-openmp-analyzer b/openmp/tools/analyzer/llvm-openmp-analyzer
new file mode 100755
index 000000000000..259809c2dddb
--- /dev/null
+++ b/openmp/tools/analyzer/llvm-openmp-analyzer
@@ -0,0 +1,45 @@
+#!/usr/bin/env python
+
+"""
+A wrapper for Clang specialized for gathering information about OpenMP programs.
+Simple replace calls to clang or clang++ with llvm-openmp-analyzer to run the
+analysis passes.
+"""
+
+import argparse
+import subprocess
+import yaml # PyYaml to save and load analysis information
+import sys
+import io
+
+from analyzer import getKernelUsage
+
+desc = '''A wrapper around clang that runs OpenMP Analysis passes and gathers
+information about OpenMP programs.'''
+
+default_args = ["-fopenmp", "-Rpass=openmp-opt", "-Rpass-missed=openmp-opt", "-Rpass-analysis=openmp-opt"]
+
+def main():
+    compiler = ["clang++"] if sys.argv[0].endswith('++') else ["clang"]
+    parser = argparse.ArgumentParser(description=desc)
+    parser.add_argument('--usage-report-file',
+            metavar='filename',
+            default='usage.yaml',
+            help='Filename used for the OpenMP kernel usage reports in YAML format. "usage.yaml" by default.')
+    parser.add_argument('--no-usage-report', 
+            action='store_true',
+            default=False, 
+            help='Do not general a usage report for the OpenMP kernels.')
+    args, clang_args = parser.parse_known_args()
+
+    subprocess.run(compiler + default_args + clang_args, check=True)
+    output = subprocess.run(compiler + default_args + clang_args + ["-v"], stderr=subprocess.PIPE)
+    stderr = output.stderr.decode('utf-8')
+
+    if not args.no_usage_report:
+        usage = getKernelUsage(stderr, fname=args.usage_report_file)
+        with io.open(args.usage_report_file, 'w', encoding = 'utf-8') as f:
+            yaml.dump(usage, f)
+
+if __name__ == '__main__':
+    main()
diff --git a/openmp/tools/analyzer/llvm-openmp-analyzer++ b/openmp/tools/analyzer/llvm-openmp-analyzer++
new file mode 120000
index 000000000000..b45062ac8676
--- /dev/null
+++ b/openmp/tools/analyzer/llvm-openmp-analyzer++
@@ -0,0 +1 @@
+llvm-openmp-analyzer
\ No newline at end of file