diff --git a/README.md b/README.md
index ce9be22..20e6b6a 100644
--- a/README.md
+++ b/README.md
@@ -464,6 +464,21 @@ Metapi 完全自托管，所有数据（账号、令牌、路由、日志）均
 
 ---
 
+## 🙏 致谢
+
+感谢所有为 Metapi 提交代码、反馈问题、提供思路和实测数据的朋友。这个项目的很多能力，都是在社区的真实使用和反复打磨中慢慢长出来的。
+
+特别感谢所有贡献者：
+
+<!-- metapi-contributors:start -->
+<p align="left">
+  <a href="https://github.com/cita-777"><img src="https://avatars.githubusercontent.com/u/177306803?v=4&s=48" width="48" height="48" alt="cita-777" title="cita-777"/></a> <a href="https://github.com/Hureru"><img src="https://avatars.githubusercontent.com/u/121702350?v=4&s=48" width="48" height="48" alt="Hureru" title="Hureru"/></a> <a href="https://github.com/bnvnvnv"><img src="https://avatars.githubusercontent.com/u/4243616?v=4&s=48" width="48" height="48" alt="bnvnvnv" title="bnvnvnv"/></a> <a href="https://github.com/ksmaze"><img src="https://avatars.githubusercontent.com/u/480916?v=4&s=48" width="48" height="48" alt="ksmaze" title="ksmaze"/></a> <a href="https://github.com/DeliciousBuding"><img src="https://avatars.githubusercontent.com/u/101502465?v=4&s=48" width="48" height="48" alt="DeliciousBuding" title="DeliciousBuding"/></a> <a href="https://github.com/Shinku-Chen"><img src="https://avatars.githubusercontent.com/u/17696928?v=4&s=48" width="48" height="48" alt="Shinku-Chen" title="Shinku-Chen"/></a> <a href="https://github.com/weijiafu14"><img src="https://avatars.githubusercontent.com/u/17469139?v=4&s=48" width="48" height="48" alt="weijiafu14" title="weijiafu14"/></a> <a href="https://github.com/ShicYang"><img src="https://avatars.githubusercontent.com/u/61652316?v=4&s=48" width="48" height="48" alt="ShicYang" title="ShicYang"/></a> <a href="https://github.com/Babylonehy"><img src="https://avatars.githubusercontent.com/u/30937892?v=4&s=48" width="48" height="48" alt="Babylonehy" title="Babylonehy"/></a> <a href="https://github.com/zmoon460"><img src="https://avatars.githubusercontent.com/u/42328751?v=4&s=48" width="48" height="48" alt="zmoon460" title="zmoon460"/></a>
+  <a href="https://github.com/Brucents"><img src="https://avatars.githubusercontent.com/u/81791987?v=4&s=48" width="48" height="48" alt="Brucents" title="Brucents"/></a> <a href="https://github.com/ImgBotApp"><img src="https://avatars.githubusercontent.com/u/31427850?v=4&s=48" width="48" height="48" alt="ImgBotApp" title="ImgBotApp"/></a> <a href="https://github.com/Zhou-Ruichen"><img src="https://avatars.githubusercontent.com/u/191002401?v=4&s=48" width="48" height="48" alt="Zhou-Ruichen" title="Zhou-Ruichen"/></a> <a href="https://github.com/nodca"><img src="https://avatars.githubusercontent.com/u/96775880?v=4&s=48" width="48" height="48" alt="nodca" title="nodca"/></a> <a href="https://github.com/puyujian"><img src="https://avatars.githubusercontent.com/u/46592377?v=4&s=48" width="48" height="48" alt="puyujian" title="puyujian"/></a> <a href="https://github.com/rcocco"><img src="https://avatars.githubusercontent.com/u/46603462?v=4&s=48" width="48" height="48" alt="rcocco" title="rcocco"/></a> <a href="https://github.com/xuyufengfei"><img src="https://avatars.githubusercontent.com/u/188047874?v=4&s=48" width="48" height="48" alt="xuyufengfei" title="xuyufengfei"/></a>
+</p>
+<!-- metapi-contributors:end -->
+
+---
+
 ## ⭐ Star History
 
 [![Star History Chart](https://api.star-history.com/svg?repos=cita-777/metapi&type=date&legend=top-left&v=2)](https://www.star-history.com/#cita-777/metapi&type=date&legend=top-left)
diff --git a/README_EN.md b/README_EN.md
index 34c7834..ac497f0 100644
--- a/README_EN.md
+++ b/README_EN.md
@@ -573,6 +573,21 @@ If you discover a security issue, please refer to [SECURITY.md](SECURITY.md) and
 
 ---
 
+## Thanks
+
+Thanks to everyone who has contributed code, bug reports, ideas, and real-world feedback to Metapi. A lot of the product polish in this project came directly from community usage and iteration.
+
+Special thanks to all contributors:
+
+<!-- metapi-contributors:start -->
+<p align="left">
+  <a href="https://github.com/cita-777"><img src="https://avatars.githubusercontent.com/u/177306803?v=4&s=48" width="48" height="48" alt="cita-777" title="cita-777"/></a> <a href="https://github.com/Hureru"><img src="https://avatars.githubusercontent.com/u/121702350?v=4&s=48" width="48" height="48" alt="Hureru" title="Hureru"/></a> <a href="https://github.com/bnvnvnv"><img src="https://avatars.githubusercontent.com/u/4243616?v=4&s=48" width="48" height="48" alt="bnvnvnv" title="bnvnvnv"/></a> <a href="https://github.com/ksmaze"><img src="https://avatars.githubusercontent.com/u/480916?v=4&s=48" width="48" height="48" alt="ksmaze" title="ksmaze"/></a> <a href="https://github.com/DeliciousBuding"><img src="https://avatars.githubusercontent.com/u/101502465?v=4&s=48" width="48" height="48" alt="DeliciousBuding" title="DeliciousBuding"/></a> <a href="https://github.com/Shinku-Chen"><img src="https://avatars.githubusercontent.com/u/17696928?v=4&s=48" width="48" height="48" alt="Shinku-Chen" title="Shinku-Chen"/></a> <a href="https://github.com/weijiafu14"><img src="https://avatars.githubusercontent.com/u/17469139?v=4&s=48" width="48" height="48" alt="weijiafu14" title="weijiafu14"/></a> <a href="https://github.com/ShicYang"><img src="https://avatars.githubusercontent.com/u/61652316?v=4&s=48" width="48" height="48" alt="ShicYang" title="ShicYang"/></a> <a href="https://github.com/Babylonehy"><img src="https://avatars.githubusercontent.com/u/30937892?v=4&s=48" width="48" height="48" alt="Babylonehy" title="Babylonehy"/></a> <a href="https://github.com/zmoon460"><img src="https://avatars.githubusercontent.com/u/42328751?v=4&s=48" width="48" height="48" alt="zmoon460" title="zmoon460"/></a>
+  <a href="https://github.com/Brucents"><img src="https://avatars.githubusercontent.com/u/81791987?v=4&s=48" width="48" height="48" alt="Brucents" title="Brucents"/></a> <a href="https://github.com/ImgBotApp"><img src="https://avatars.githubusercontent.com/u/31427850?v=4&s=48" width="48" height="48" alt="ImgBotApp" title="ImgBotApp"/></a> <a href="https://github.com/Zhou-Ruichen"><img src="https://avatars.githubusercontent.com/u/191002401?v=4&s=48" width="48" height="48" alt="Zhou-Ruichen" title="Zhou-Ruichen"/></a> <a href="https://github.com/nodca"><img src="https://avatars.githubusercontent.com/u/96775880?v=4&s=48" width="48" height="48" alt="nodca" title="nodca"/></a> <a href="https://github.com/puyujian"><img src="https://avatars.githubusercontent.com/u/46592377?v=4&s=48" width="48" height="48" alt="puyujian" title="puyujian"/></a> <a href="https://github.com/rcocco"><img src="https://avatars.githubusercontent.com/u/46603462?v=4&s=48" width="48" height="48" alt="rcocco" title="rcocco"/></a> <a href="https://github.com/xuyufengfei"><img src="https://avatars.githubusercontent.com/u/188047874?v=4&s=48" width="48" height="48" alt="xuyufengfei" title="xuyufengfei"/></a>
+</p>
+<!-- metapi-contributors:end -->
+
+---
+
 ## Star History
 
 [![Star History Chart](https://api.star-history.com/svg?repos=cita-777/metapi&type=date&legend=top-left&v=2)](https://www.star-history.com/#cita-777/metapi&type=date&legend=top-left)
diff --git a/package.json b/package.json
index 6bdabcd..8569401 100644
--- a/package.json
+++ b/package.json
@@ -54,6 +54,7 @@
     "schema:contract": "tsx scripts/dev/generate-schema-contract.ts",
     "schema:generate": "npm run db:generate && npm run schema:contract",
     "repo:drift-check": "tsx scripts/dev/repo-drift-check.ts",
+    "readme:contributors": "tsx scripts/dev/update-readme-contributors.ts",
     "test:schema:unit": "vitest run --root . src/server/db/schemaContract.test.ts src/server/db/schemaArtifactGenerator.test.ts src/server/db/schemaIntrospection.test.ts src/server/db/schemaParity.test.ts",
     "test:schema:parity": "vitest run --root . src/server/db/schemaParity.live.test.ts",
     "test:schema:upgrade": "vitest run --root . src/server/db/schemaUpgrade.live.test.ts",