diff --git a/README.md b/README.md
index 4950ca2..e8136c8 100644
--- a/README.md
+++ b/README.md
@@ -13,4 +13,13 @@ Goals
   * As a library
 * Unicode support
 
+Usage
+-----
+As a OCR-D processor:
+~~~
+ocrd-dinglehopper -m mets.xml -I OCR-D-GT-PAGE,OCR-D-OCR-TESS -O OCR-D-OCR-TESS-EVAL
+~~~
+This generates HTML and JSON reports in the `OCR-D-OCR-TESS-EVAL` filegroup.
+
+
 ![dinglehopper displaying metrics and character differences](.screenshots/dinglehopper.png?raw=true)
diff --git a/qurator/dinglehopper/cli.py b/qurator/dinglehopper/cli.py
index 8c3186a..3cdcf9a 100644
--- a/qurator/dinglehopper/cli.py
+++ b/qurator/dinglehopper/cli.py
@@ -41,11 +41,12 @@ def gen_diff_report(gt_things, ocr_things, css_prefix, joiner, none):
         '''.format(gtx, ocrx)
 
 
-@click.command()
-@click.argument('gt', type=click.Path(exists=True))
-@click.argument('ocr', type=click.Path(exists=True))
-def process(gt, ocr):
-    """Check OCR result against GT"""
+def process(gt, ocr, report_prefix):
+    """Check OCR result against GT.
+
+    The @click decorators change the signature of the decorated functions, so we keep this undecorated version and use
+    Click on a wrapper.
+    """
 
     gt_text = text(gt)
     ocr_text = text(ocr)
@@ -64,8 +65,10 @@ def process(gt, ocr):
     word_diff_report = gen_diff_report(gt_words, ocr_words, css_prefix='w', joiner=' ', none='⋯')
 
     env = Environment(loader=FileSystemLoader(os.path.join(os.path.dirname(os.path.realpath(__file__)), 'templates')))
-    for out_fn in ('report.html', 'report.json'):
-        template_fn = out_fn + '.j2'
+    for report_suffix in ('.html', '.json'):
+        template_fn = 'report' + report_suffix + '.j2'
+        out_fn = report_prefix + report_suffix
+
         template = env.get_template(template_fn)
         template.stream(
             gt=gt, ocr=ocr,
@@ -75,8 +78,12 @@ def process(gt, ocr):
         ).dump(out_fn)
 
 
-def main():
-    process()
+@click.command()
+@click.argument('gt', type=click.Path(exists=True))
+@click.argument('ocr', type=click.Path(exists=True))
+@click.argument('report_prefix', type=click.Path(), default='report')
+def main(gt, ocr, report_prefix):
+    process(gt, ocr, report_prefix)
 
 
 if __name__ == '__main__':
diff --git a/qurator/dinglehopper/ocrd-tool.json b/qurator/dinglehopper/ocrd-tool.json
new file mode 100644
index 0000000..ebb141a
--- /dev/null
+++ b/qurator/dinglehopper/ocrd-tool.json
@@ -0,0 +1,19 @@
+{
+  "git_url": "https://github.com/qurator-spk/dinglehopper",
+  "tools": {
+    "ocrd-dinglehopper": {
+      "executable": "ocrd-dinglehopper",
+      "description": "Evaluate OCR text against ground truth with dinglehopper",
+      "input_file_grp": [
+        "OCR-D-GT-PAGE",
+        "OCR-D-OCR"
+      ],
+      "output_file_grp": [
+        "OCR-D-OCR-EVAL"
+      ],
+      "steps": [
+        "recognition/text-recognition"
+      ]
+    }
+  }
+}
diff --git a/qurator/dinglehopper/ocrd_cli.py b/qurator/dinglehopper/ocrd_cli.py
new file mode 100644
index 0000000..2a5aed5
--- /dev/null
+++ b/qurator/dinglehopper/ocrd_cli.py
@@ -0,0 +1,67 @@
+import json
+import os
+
+import click
+from ocrd import Processor
+from ocrd.decorators import ocrd_cli_options, ocrd_cli_wrap_processor
+from ocrd_utils import concat_padded, getLogger
+from pkg_resources import resource_string
+
+from qurator.dinglehopper.cli import process as cli_process
+
+log = getLogger('processor.OcrdDinglehopperEvaluate')
+
+OCRD_TOOL = json.loads(resource_string(__name__, 'ocrd-tool.json').decode('utf8'))
+
+
+@click.command()
+@ocrd_cli_options
+def ocrd_dinglehopper(*args, **kwargs):
+    return ocrd_cli_wrap_processor(OcrdDinglehopperEvaluate, *args, **kwargs)
+
+
+class OcrdDinglehopperEvaluate(Processor):
+
+    def __init__(self, *args, **kwargs):
+        kwargs['ocrd_tool'] = OCRD_TOOL['tools']['ocrd-dinglehopper']
+        super(OcrdDinglehopperEvaluate, self).__init__(*args, **kwargs)
+
+    def _make_file_id(self, input_file, input_file_grp, n):
+        file_id = input_file.ID.replace(input_file_grp, self.output_file_grp)
+        if file_id == input_file.ID:
+            file_id = concat_padded(self.output_file_grp, n)
+        return file_id
+
+    def process(self):
+        gt_grp, ocr_grp = self.input_file_grp.split(',')
+        for n, page_id in enumerate(self.workspace.mets.physical_pages):
+            gt_file = self.workspace.mets.find_files(fileGrp=gt_grp, pageId=page_id)[0]
+            ocr_file = self.workspace.mets.find_files(fileGrp=ocr_grp, pageId=page_id)[0]
+            log.info("INPUT FILES %i / %s↔ %s", n, gt_file, ocr_file)
+
+            file_id = self._make_file_id(ocr_file, ocr_grp, n)
+            report_prefix = os.path.join(self.output_file_grp, file_id)
+
+            # Process the files
+            try:
+                os.mkdir(self.output_file_grp)
+            except FileExistsError:
+                pass
+            cli_process(gt_file.local_filename, ocr_file.local_filename, report_prefix)
+
+            # Add reports to the workspace
+            for report_suffix, mimetype in \
+                    [
+                        ['.html', 'text/html'],
+                        ['.json', 'application/json']
+                    ]:
+                self.workspace.add_file(
+                     ID=file_id + report_suffix,
+                     file_grp=self.output_file_grp,
+                     pageId=page_id,
+                     mimetype=mimetype,
+                     local_filename=report_prefix + report_suffix)
+
+
+if __name__ == '__main__':
+    ocrd_dinglehopper()
diff --git a/requirements.txt b/requirements.txt
index 074aede..063bac4 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -4,3 +4,4 @@ lxml
 uniseg
 numpy
 colorama
+ocrd >= 1.0.0b15
diff --git a/setup.py b/setup.py
index b613b4f..9d158a3 100644
--- a/setup.py
+++ b/setup.py
@@ -18,6 +18,7 @@ setup(
     entry_points={
       'console_scripts': [
         'dinglehopper=qurator.dinglehopper.cli:main',
+        'ocrd-dinglehopper=qurator.dinglehopper.ocrd_cli:ocrd_dinglehopper',
       ]
     }
 )