diff --git a/meta-python/recipes-core/packagegroups/packagegroup-meta-python.bb b/meta-python/recipes-core/packagegroups/packagegroup-meta-python.bb
index 262ab1b3d1..64a3f8094d 100644
--- a/meta-python/recipes-core/packagegroups/packagegroup-meta-python.bb
+++ b/meta-python/recipes-core/packagegroups/packagegroup-meta-python.bb
@@ -381,6 +381,7 @@ RDEPENDS:packagegroup-meta-python3 = "\
     python3-rlp \
     python3-robotframework \
     python3-robotframework-seriallibrary \
+    python3-rouge-score \
     python3-rsa \
     python3-ruamel-yaml \
     python3-scrypt \
diff --git a/meta-python/recipes-devtools/python3-rouge-score/python3-rouge-score_0.1.2.bb b/meta-python/recipes-devtools/python3-rouge-score/python3-rouge-score_0.1.2.bb
new file mode 100644
index 0000000000..722956a8e2
--- /dev/null
+++ b/meta-python/recipes-devtools/python3-rouge-score/python3-rouge-score_0.1.2.bb
@@ -0,0 +1,19 @@
+SUMMARY = "Pure python implementation of ROUGE-1.5.5."
+DESCRIPTION = "This is a native python implementation of ROUGE, designed to \
+               replicate results from the original perl package."
+HOMEPAGE = "https://github.com/google-research/google-research/tree/master/rouge"
+LICENSE = "Apache-2.0"
+LIC_FILES_CHKSUM = "file://README.md;beginline=91;endline=93;md5=e8937c2bcd7cf57f2d1bd5f1bf7efd23"
+
+RDEPENDS:${PN} = "\
+    python3-absl \
+    python3-nltk \
+    python3-numpy \
+    python3-six (>=1.14) \
+"
+
+inherit setuptools3 pypi
+
+PYPI_PACKAGE = "rouge_score"
+
+SRC_URI[sha256sum] = "c7d4da2683e68c9abf0135ef915d63a46643666f848e558a1b9f7ead17ff0f04"