diff --git a/tools/pr_overlap.py b/tools/pr_overlap.py
index ca1bc134e5..6699df9ebf 100644
--- a/tools/pr_overlap.py
+++ b/tools/pr_overlap.py
@@ -41,10 +41,15 @@ def upstream():
 
 def depends_on(body):
     body = re.sub(r"<!--.*?-->", "", body or "", flags=re.S)
+    repo = re.escape(globals().get("REPO", "boykopovar/AnyPS5"))
+    repo_pattern = rf"(?:{repo}|boykopovar/AnyPS5)"
+    body = re.sub(rf"\[([^\]]*)\]\(https?://github\.com/{repo_pattern}/pull/(\d+)(?:[#/?][^)\s]*)?\)", r"#\2", body, flags=re.IGNORECASE)
+    body = re.sub(rf"\[([^\]]*)\]\(https?://github\.com/(?!{repo_pattern}/)[^/\s]+/[^/\s]+/pull/\d+[^)\s]*\)", "", body, flags=re.IGNORECASE)
+    body = re.sub(r"\[([^\]]+)\]\([^)]+\)", r"\1", body)
+    body = re.sub(rf"https?://github\.com/{repo_pattern}/pull/(\d+)\b(?:/[^\s]*)?", r"#\1", body, flags=re.IGNORECASE)
     match = next((match for match in DEPENDS.finditer(body) if match.group(1).strip()), None) or PLAIN_DEPENDS.search(body)
     return {int(n) for n in re.findall(r"#(\d+)", match.group(1))} if match else set()
 
-
 def open_prs(base):
     query = urlencode({"state": "open", "base": base, "per_page": 100})
     out = gh("api", "--paginate", f"repos/{REPO}/pulls?{query}")
diff --git a/tools/tests/test_pr_overlap_dependencies.py b/tools/tests/test_pr_overlap_dependencies.py
index 11754c81b7..9af379f868 100644
--- a/tools/tests/test_pr_overlap_dependencies.py
+++ b/tools/tests/test_pr_overlap_dependencies.py
@@ -47,6 +47,24 @@ class DependencyTests(unittest.TestCase):
             with self.subTest(body=body):
                 self.assertEqual(pull_requests(body)[1]["depends"], {2, 3})
 
+    def test_markdown_links_and_full_urls(self):
+        for body in (
+            "- [x] Depends on: [#2](https://github.com/owner/repo/pull/2)",
+            "- [x] Depends on: https://github.com/owner/repo/pull/2",
+            "- [x] Depends on: [PR #2](https://github.com/owner/repo/pull/2)",
+            "- [x] Depends on: https://github.com/owner/repo/pull/2/files",
+            "- [x] Depends on: https://github.com/owner/repo/pull/2#issuecomment-1",
+            "- [x] Depends on: https://github.com/BOYKOPOVAR/AnyPS5/pull/2",
+            "Depends on: [#2](https://github.com/owner/repo/pull/2), [#3](https://github.com/owner/repo/pull/3)",
+            "Depends on:\n- [#2](https://github.com/owner/repo/pull/2)\n- [#3](https://github.com/owner/repo/pull/3)",
+            "- [x] Depends on: [none](https://example.com)",
+            "- [x] Depends on: https://github.com/shadps4-emu/shadPS4/pull/1234",
+            "- [x] Depends on: [#1234](https://github.com/shadps4-emu/shadPS4/pull/1234)",
+        ):
+            with self.subTest(body=body):
+                expected = set() if "none" in body or "shadps4" in body else ({2, 3} if "3" in body else {2})
+                self.assertEqual(pull_requests(body)[1]["depends"], expected)
+
     def test_later_references_are_not_dependencies(self):
         for newline in ("\n", "\r\n"):
             for declaration in ("Depends on #2.", "Depends on: #2"):