diff --git a/app-text/OCRmyPDF/Manifest b/app-text/OCRmyPDF/Manifest
new file mode 100644
index 0000000000..f9690203a6
--- /dev/null
+++ b/app-text/OCRmyPDF/Manifest
@@ -0,0 +1 @@
+DIST OCRmyPDF-9.7.1.tar.gz 7859333 BLAKE2B 5f366d8655c55dafe911d2f1feaad84c4f032252454015693b314515d6bd308e91f93626cb3229d2956354e2c60df8420fb4d7a2023ca0a78636ea5c40d7ff56 SHA512 daf5f636afa2704c9163f4f0d49f944358919c2af229030d78bb29f10d0a8acf3e219060542d52982bc02180b410c6dca771c54f4d3239250365397707bccf6c
diff --git a/app-text/OCRmyPDF/OCRmyPDF-9.7.1.ebuild b/app-text/OCRmyPDF/OCRmyPDF-9.7.1.ebuild
new file mode 100644
index 0000000000..bb567c29a0
--- /dev/null
+++ b/app-text/OCRmyPDF/OCRmyPDF-9.7.1.ebuild
@@ -0,0 +1,50 @@
+# Copyright 2020 Gentoo Authors
+# Distributed under the terms of the GNU General Public License v2
+
+EAPI=7
+PYTHON_COMPAT=( python3_{6,7,8} )
+inherit bash-completion-r1 distutils-r1
+
+DESCRIPTION="OCRmyPDF adds an OCR text layer to scanned PDF files"
+HOMEPAGE="https://github.com/jbarlow83/OCRmyPDF"
+MY_GITHUB_AUTHOR="jbarlow83"
+SRC_URI="https://github.com/${MY_GITHUB_AUTHOR}/${PN}/archive/v${PV}.tar.gz -> ${P}.tar.gz"
+
+LICENSE="GPL-3"
+SLOT="0"
+KEYWORDS="~amd64"
+IUSE="jbig2enc"
+
+DEPEND=""
+RDEPEND="
+	${DEPEND}
+	app-text/ghostscript-gpl
+	app-text/tesseract
+	app-text/unpaper
+	<=dev-python/pdfminer-six-20200124[${PYTHON_USEDEP}]
+	>=dev-python/pdfminer-six-20181108[${PYTHON_USEDEP}]
+	dev-python/pikepdf[${PYTHON_USEDEP}]
+	dev-python/pillow[${PYTHON_USEDEP}]
+	dev-python/reportlab[${PYTHON_USEDEP}]
+	dev-python/tqdm[${PYTHON_USEDEP}]
+	media-gfx/img2pdf
+	media-gfx/pngquant
+	media-libs/leptonica
+	virtual/python-cffi[${PYTHON_USEDEP}]
+	jbig2enc? ( media-libs/jbig2enc )
+"
+BDEPEND="
+	dev-python/setuptools[${PYTHON_USEDEP}]
+	dev-python/pytest-runner[${PYTHON_USEDEP}]
+"
+
+src_install() {
+	distutils-r1_src_install
+
+	newbashcomp "${S}"/misc/completion/ocrmypdf.bash "${PN,,}"
+
+	insinto /usr/share/fish/vendor_completions.d
+	doins "${S}"/misc/completion/ocrmypdf.fish
+
+	dodoc README.md
+}
diff --git a/app-text/OCRmyPDF/metadata.xml b/app-text/OCRmyPDF/metadata.xml
new file mode 100644
index 0000000000..c95868ce29
--- /dev/null
+++ b/app-text/OCRmyPDF/metadata.xml
@@ -0,0 +1,13 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<!DOCTYPE pkgmetadata SYSTEM "http://www.gentoo.org/dtd/metadata.dtd">
+<pkgmetadata>
+	<maintainer type="person">
+		<email>alarig@swordarmor.fr</email>
+		<name>Alarig Le Lay</name>
+	</maintainer>
+	<use>
+		<flag name="jbig2enc">
+			Uses <pkg>media-libs/jbig2enc</pkg> for better compression algorithm
+		</flag>
+	</use>
+</pkgmetadata>