diff --git a/docs/changelog.md b/docs/changelog.md
index e9d04422..d273ffcb 100644
--- a/docs/changelog.md
+++ b/docs/changelog.md
@@ -5,6 +5,16 @@ description: The latest updates and changes to CodeRabbit.
 sidebar_position: 13
 ---
 
+## July 10, 2025
+
+### Enhanced Python Static Analysis: nbqa Support for Jupyter Notebooks
+
+We're excited to announce enhanced Python static analysis capabilities with nbqa support for Jupyter Notebooks!
+
+Our existing integrated [Ruff](https://docs.astral.sh/ruff/), [Flake8](https://flake8.pycqa.org/) and [Pylint](https://pylint.pycqa.org/) tools now support linting Jupyter Notebooks (`.ipynb` files) using [nbqa](https://github.com/nbQA-dev/nbQA). This allows you to maintain code quality across your Python projects, including Jupyter Notebooks.
+
+See our [Ruff](/tools/ruff), [Flake8](/tools/flake8), and [Pylint](/tools/pylint) documentation for more details.
+
 ## July 3, 2025
 
 ### Enhanced Python Static Analysis: Flake8 Support
diff --git a/docs/guides/code-review-overview.md b/docs/guides/code-review-overview.md
index 32ffdb88..6c571670 100644
--- a/docs/guides/code-review-overview.md
+++ b/docs/guides/code-review-overview.md
@@ -48,7 +48,7 @@ perform a code review:
 
 CodeRabbit automatically reviews a pull request when **either** of the following statements is true:
 
-- The pull request is in a public repository. CodeRabbit reviews pull requests against the main branch of your public repositories by default. This feature is available to every subscription tier, including the free plan.  
+- The pull request is in a public repository. CodeRabbit reviews pull requests against the main branch of your public repositories by default. This feature is available to every subscription tier, including the free plan.
 - The pull request is in a private repository and your organization is on the Pro plan with a seat assigned to you. Only under this condition does CodeRabbit review private-repository pull requests.
 
 <ProPlanNotice />
diff --git a/docs/tools/flake8.md b/docs/tools/flake8.md
index 953187c7..a1a18881 100644
--- a/docs/tools/flake8.md
+++ b/docs/tools/flake8.md
@@ -10,13 +10,14 @@ import ProPlanNotice from '@site/src/components/ProPlanNotice.mdx';
 <ProPlanNotice />
 ```
 
-[Flake8](https://flake8.pycqa.org/) is a Python linting utility that wraps PyFlakes, pycodestyle, and Mccabe to check your Python code for style and logical errors.
+[Flake8](https://flake8.pycqa.org/) is a Python linting utility that wraps PyFlakes, pycodestyle, and Mccabe to check your Python or Jupiter Notebook code for style and logical errors.
 
 ## Supported Files
 
 Flake8 will run on files with the following extensions:
 
 - `*.py`
+- `*.ipynb` (using nbqa)
 
 ## Configuration
 
@@ -42,3 +43,4 @@ Flake8 can detect many issues such as:
 - [Flake8 GitHub Repository](https://github.com/pycqa/flake8)
 - [Flake8 Documentation](https://flake8.pycqa.org/en/latest/)
 - [Flake8 Configuration](https://flake8.pycqa.org/en/latest/user/configuration.html)
+- [nbqa Documentation](https://github.com/nbQA-dev/nbQA)
diff --git a/docs/tools/list.md b/docs/tools/list.md
index b7a103b0..f81880a3 100644
--- a/docs/tools/list.md
+++ b/docs/tools/list.md
@@ -37,6 +37,7 @@ For an overview of how CodeRabbit uses these tools when generating code reviews,
 | Java                        | [PMD][PMD]                                                 | Code Quality                                        |
 | Protobuf                    | [Buf][Buf]                                                 | Code Quality                                        |
 | Python                      | [Ruff][Ruff], [Pylint][Pylint], [Flake8][Flake8]           | Code Quality                                        |
+| Jupyter Notebooks           | [Ruff][Ruff], [Pylint][Pylint], [Flake8][Flake8]           | Code Quality                                        |
 | Regal                       | [Regal][Regal]                                             | Code Quality                                        |
 | Ruby                        | [RuboCop][RuboCop], [Brakeman][Brakeman]                   | Code Quality, Code Security                         |
 | Rust                        | [Clippy][Clippy]                                           | Code Quality                                        |
diff --git a/docs/tools/pylint.md b/docs/tools/pylint.md
index 65dcf703..6c45484d 100644
--- a/docs/tools/pylint.md
+++ b/docs/tools/pylint.md
@@ -10,13 +10,14 @@ import ProPlanNotice from '@site/src/components/ProPlanNotice.mdx';
 <ProPlanNotice />
 ```
 
-[Pylint](https://pylint.pycqa.org/) is a static code analysis tool for Python. It checks your Python code for errors, enforces a coding standard, and looks for code smells.
+[Pylint](https://pylint.pycqa.org/) is a static code analysis tool for Python or Jupiter Notebooks. It checks your Python code for errors, enforces a coding standard, and looks for code smells.
 
 ## Supported Files
 
 Pylint will run on files with the following extensions:
 
 - `*.py`
+- `.ipynb` (using nbqa)
 
 ## Configuration
 
@@ -46,3 +47,4 @@ Pylint can detect many issues such as:
 - [Pylint GitHub Repository](https://github.com/pylint-dev/pylint)
 - [Pylint Documentation](https://pylint.pycqa.org/en/latest/)
 - [Message Control](https://pylint.pycqa.org/en/latest/user_guide/message-control.html)
+- [nbqa Documentation](https://github.com/nbQA-dev/nbQA)
diff --git a/docs/tools/ruff.md b/docs/tools/ruff.md
index fe897d7b..97ebacde 100644
--- a/docs/tools/ruff.md
+++ b/docs/tools/ruff.md
@@ -10,13 +10,14 @@ import ProPlanNotice from '@site/src/components/ProPlanNotice.mdx';
 <ProPlanNotice />
 ```
 
-[Ruff](https://docs.astral.sh/ruff/) is a linter for Python.
+[Ruff](https://docs.astral.sh/ruff/) is a linter for Python or Jupiter Notebooks.
 
 ## Files
 
 Ruff will run on files with the following extensions:
 
 - `.py`
+- `.ipynb` (using nbqa)
 
 ## Configuration
 
@@ -31,3 +32,4 @@ CodeRabbit will use the default settings based on the profile selected if no con
 ## Links
 
 - [Ruff Configuration](https://docs.astral.sh/ruff/configuration/)
+- [nbqa Documentation](https://github.com/nbQA-dev/nbQA)

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