diff --git a/extra/optional_dependencies.txt b/extra/optional_dependencies.txt
index 5993cb48264..240ee6efe45 100644
--- a/extra/optional_dependencies.txt
+++ b/extra/optional_dependencies.txt
@@ -22,3 +22,4 @@ regex
 ruff
 scp
 urlextract==1.5.0
+pdfminer==20191125
\ No newline at end of file
diff --git a/lib/cuckoo/common/integrations/parse_pdf.py b/lib/cuckoo/common/integrations/parse_pdf.py
index 67fa4ed6ad8..3038f0287be 100644
--- a/lib/cuckoo/common/integrations/parse_pdf.py
+++ b/lib/cuckoo/common/integrations/parse_pdf.py
@@ -6,6 +6,7 @@
 import logging
 from typing import Any, Dict
 
+from lib.cuckoo.common.integrations.pdfminer import pdfminer_parse
 from lib.cuckoo.common.integrations.peepdf import peepdf_parse
 from lib.cuckoo.common.path_utils import path_exists
 
@@ -59,6 +60,7 @@ def _parse(self, filepath: str) -> Dict[str, Any]:
             "Keywords": {str(keyword["name"]): keyword["count"] for keyword in pdfid_data["pdfid"]["keywords"]["keyword"]},
         }
         pdfresult = peepdf_parse(self.file_path, pdfresult)
+        pdfresult = pdfminer_parse(self.file_path, pdfresult)
 
         return pdfresult
 
diff --git a/lib/cuckoo/common/integrations/pdfminer.py b/lib/cuckoo/common/integrations/pdfminer.py
new file mode 100644
index 00000000000..56a008831a4
--- /dev/null
+++ b/lib/cuckoo/common/integrations/pdfminer.py
@@ -0,0 +1,64 @@
+import logging
+from typing import Any
+from typing import Dict
+from typing import Iterable
+from typing import Set
+from typing import Union
+
+try:
+    from pdfminer import pdfparser
+    from pdfminer import pdfdocument
+    from pdfminer import pdftypes
+
+    HAVE_PDFMINER = True
+except ImportError:
+    HAVE_PDFMINER = False
+
+log = logging.getLogger(__name__)
+
+
+def _search_for_url(obj: Union[dict, list]) -> Iterable[str]:
+    if obj is None:
+        return
+
+    if isinstance(obj, pdftypes.PDFStream):
+        yield from _search_for_url(obj.attrs)
+    elif isinstance(obj, list):
+        for v in obj:
+            yield from _search_for_url(v)
+    elif isinstance(obj, dict):
+        for key, value in obj.items():
+            if key == 'URI':
+                yield value.decode() if isinstance(value, bytes) else value
+                continue
+
+            yield from _search_for_url(value)
+
+
+def _mine_for_urls(file_path: str) -> Set[str]:
+    urls = set()
+    try:
+        with open(file_path, 'rb') as f:
+            parser = pdfparser.PDFParser(f)
+            doc = pdfdocument.PDFDocument(parser)
+
+            for xref in doc.xrefs:
+                for object_id in xref.get_objids():
+                    try:
+                        obj = doc.getobj(object_id)
+                        urls.update(_search_for_url(obj))
+                    except Exception as ex:
+                        log.error(ex, exc_info=True)
+    except Exception as ex:
+        log.error(ex, exc_info=True)
+
+    return urls
+
+
+def pdfminer_parse(filepath: str, pdfresult: Dict[str, Any]) -> Dict[str, Any]:
+    if not HAVE_PDFMINER:
+        return pdfresult
+
+    urls = _mine_for_urls(filepath)
+    pdfresult["All_URLs"] = list(urls)
+    return pdfresult