diff --git a/misc/requirements/requirements-mypy.txt b/misc/requirements/requirements-mypy.txt
index 3a6548040..3071410a5 100644
--- a/misc/requirements/requirements-mypy.txt
+++ b/misc/requirements/requirements-mypy.txt
@@ -2,4 +2,7 @@
 
 mypy==0.641
 mypy-extensions==0.4.1
+PyQt5==5.11.3
+PyQt5-sip==4.19.13
+PyQt5-stubs==5.11.3.0
 typed-ast==1.1.0
diff --git a/misc/requirements/requirements-mypy.txt-raw b/misc/requirements/requirements-mypy.txt-raw
index f0aa93ac8..e400122f6 100644
--- a/misc/requirements/requirements-mypy.txt-raw
+++ b/misc/requirements/requirements-mypy.txt-raw
@@ -1 +1,2 @@
 mypy
+PyQt5-stubs
diff --git a/tox.ini b/tox.ini
index 9deaa64b0..cffee3f0e 100644
--- a/tox.ini
+++ b/tox.ini
@@ -196,4 +196,4 @@ deps =
     -r{toxinidir}/requirements.txt
     -r{toxinidir}/misc/requirements/requirements-mypy.txt
 commands =
-    {envpython} -m mypy --ignore-missing-imports qutebrowser
+    {envpython} -m mypy qutebrowser