diff --git a/pyproject.toml b/pyproject.toml
index b752eee..eb62690 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -13,6 +13,9 @@ dependencies = [
     "typer>=0.12.0",
 ]
 
+[project.scripts]
+md-vector-db = "src.cli.main:app"
+
 [project.optional-dependencies]
 dev = [
     "pytest>=8.0",
diff --git a/scripts/serve.py b/scripts/serve.py
new file mode 100644
index 0000000..95ff833
--- /dev/null
+++ b/scripts/serve.py
@@ -0,0 +1,5 @@
+"""便捷启动脚本."""
+import uvicorn
+
+if __name__ == "__main__":
+    uvicorn.run("src.server.app:app", host="0.0.0.0", port=8000, reload=True)