diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index dd0a9a07..c7d3c99b 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -39,16 +39,6 @@ repos:
           - --repo-title=AmpForm-DPD
       - id: colab-toc-visible
 
-  - repo: https://github.com/nbQA-dev/nbQA
-    rev: 1.7.1
-    hooks:
-      - id: nbqa-pyupgrade
-        args:
-          - --py38-plus
-      - id: nbqa-ruff
-        args:
-          - --fix
-
   - repo: https://github.com/psf/black-pre-commit-mirror
     rev: 23.11.0
     hooks:
@@ -108,19 +98,12 @@ repos:
     hooks:
       - id: pyright
 
-  - repo: https://github.com/asottile/pyupgrade
-    rev: v3.15.0
-    hooks:
-      - id: pyupgrade
-        args:
-          - --py38-plus
-
   - repo: https://github.com/astral-sh/ruff-pre-commit
     rev: v0.1.6
     hooks:
       - id: ruff
-        args:
-          - --fix
+        args: [--fix]
+        types_or: [python, pyi, jupyter]
 
   - repo: https://github.com/ComPWA/mirrors-taplo
     rev: v0.8.1
diff --git a/pyproject.toml b/pyproject.toml
index 27730912..d7e1aeb3 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -69,10 +69,14 @@ jax = [
 ]
 jupyter = [
     "ampform-dpd[doc]",
+    "isort",
+    "jupyterlab",
     "jupyterlab >=3.0",
     "jupyterlab-code-formatter",
+    "jupyterlab-git",
     "jupyterlab-lsp",
     "jupyterlab-myst",
+    "python-lsp-ruff",
     "python-lsp-server[rope]",
 ]
 lint = [
@@ -151,21 +155,6 @@ target-version = [
     "py39",
 ]
 
-[tool.nbqa.addopts]
-ruff = [
-    "--extend-ignore=B018",
-    "--extend-ignore=C90",
-    "--extend-ignore=D",
-    "--extend-ignore=N806",
-    "--extend-ignore=N816",
-    "--extend-ignore=PLR09",
-    "--extend-ignore=PLR2004",
-    "--extend-ignore=PLW0602",
-    "--extend-ignore=PLW0603",
-    "--extend-ignore=PLW2901",
-    "--line-length=85",
-]
-
 [tool.pyright]
 reportGeneralTypeIssues = false
 reportImportCycles = false
@@ -214,6 +203,7 @@ testpaths = [
 ]
 
 [tool.ruff]
+extend-include = ["*.ipynb"]
 extend-select = [
     "A",
     "B",
@@ -287,6 +277,23 @@ ignore-names = [
 
 [tool.ruff.per-file-ignores]
 "*" = ["D"]
+"*.ipynb" = [
+    "B018",
+    "C90",
+    "D",
+    "E402",
+    "E703",
+    "N806",
+    "N816",
+    "PLR09",
+    "PLR2004",
+    "PLW0602",
+    "PLW0603",
+    "PLW2901",
+    "S101",
+    "T201",
+    "TCH00",
+]
 "docs/*" = [
     "E402",
     "INP001",