diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 1c4202393..f726f8d97 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -68,7 +68,7 @@ repos:
       - id: yamllint
         exclude: tests/optimagic/optimizers/_pounders/fixtures
   - repo: https://github.com/PyCQA/docformatter
-    rev: eb1df34
+    rev: v1.7.5
     hooks:
       - id: docformatter
         args:
@@ -80,7 +80,7 @@ repos:
           - --blank
         exclude: src/optimagic/optimization/algo_options.py
   - repo: https://github.com/astral-sh/ruff-pre-commit
-    rev: v0.7.2
+    rev: v0.8.6
     hooks:
       # Run the linter.
       - id: ruff
@@ -97,7 +97,7 @@ repos:
           - pyi
           - jupyter
   - repo: https://github.com/executablebooks/mdformat
-    rev: 0.7.18
+    rev: 0.7.21
     hooks:
       - id: mdformat
         additional_dependencies:
@@ -109,7 +109,7 @@ repos:
           - '88'
         files: (README\.md)
   - repo: https://github.com/executablebooks/mdformat
-    rev: 0.7.18
+    rev: 0.7.21
     hooks:
       - id: mdformat
         additional_dependencies:
@@ -121,7 +121,7 @@ repos:
         files: (docs/.)
         exclude: docs/source/how_to/how_to_specify_algorithm_and_algo_options.md
   - repo: https://github.com/kynan/nbstripout
-    rev: 0.8.0
+    rev: 0.8.1
     hooks:
       - id: nbstripout
         exclude: |
@@ -132,7 +132,7 @@ repos:
         args:
           - --drop-empty-cells
   - repo: https://github.com/pre-commit/mirrors-mypy
-    rev: v1.13.0
+    rev: v1.14.1
     hooks:
       - id: mypy
         files: src|tests