diff --git a/.github/workflows/star-history.yml b/.github/workflows/star-history.yml
new file mode 100644
index 000000000..02fb43d87
--- /dev/null
+++ b/.github/workflows/star-history.yml
@@ -0,0 +1,25 @@
+name: Star History
+
+on:
+  schedule:
+    - cron: "17 3 * * *"
+  workflow_dispatch:
+
+permissions:
+  contents: write
+
+concurrency:
+  group: star-history
+  cancel-in-progress: false
+
+jobs:
+  update:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: overtrue/star-history-action@71eb65f6d4798cf9de2549af1205e911555d0511 # v1.1.0
+        with:
+          github-token: ${{ github.token }}
+          output-branch: star-history
+          output-path: .
+          chart-style: gradient
+          animate: "true"
diff --git a/README.md b/README.md
index 124080994..ccf2cef7d 100644
--- a/README.md
+++ b/README.md
@@ -343,7 +343,10 @@ RustFS is a community-driven project, and we appreciate all contributions. Check
 
 ## Star History
 
-[![Star History Chart](https://api.star-history.com/svg?repos=rustfs/rustfs&type=date&legend=top-left)](https://www.star-history.com/#rustfs/rustfs&type=date&legend=top-left)
+<picture>
+  <source media="(prefers-color-scheme: dark)" srcset="https://raw.githubusercontent.com/rustfs/rustfs/star-history/star-history-dark.svg">
+  <img src="https://raw.githubusercontent.com/rustfs/rustfs/star-history/star-history-light.svg" alt="RustFS star history chart">
+</picture>
 
 ## License
 
diff --git a/README_ZH.md b/README_ZH.md
index 90cc3c9f1..c1de225e9 100644
--- a/README_ZH.md
+++ b/README_ZH.md
@@ -252,7 +252,10 @@ RustFS 是一个社区驱动的项目，我们感谢所有的贡献。请查看
 
 ## Star 历史
 
-[![Star History Chart](https://api.star-history.com/svg?repos=rustfs/rustfs&type=date&legend=top-left)](https://www.star-history.com/#rustfs/rustfs&type=date&legend=top-left)
+<picture>
+  <source media="(prefers-color-scheme: dark)" srcset="https://raw.githubusercontent.com/rustfs/rustfs/star-history/star-history-dark.svg">
+  <img src="https://raw.githubusercontent.com/rustfs/rustfs/star-history/star-history-light.svg" alt="RustFS Star 历史图表">
+</picture>
 
 ## 许可证