diff --git a/kaiwu/cli/formatters.py b/kaiwu/cli/formatters.py
index afb5aee..5aac9ab 100644
--- a/kaiwu/cli/formatters.py
+++ b/kaiwu/cli/formatters.py
@@ -90,7 +90,11 @@ def verbose_callback(stage: str, detail: str):
         console.print(f"  [{color}]> {detail}[/{color}]")
 
 
-VERSION = "0.9.0"
+try:
+    from importlib.metadata import version as _pkg_version
+    VERSION = _pkg_version("kwcode")
+except Exception:
+    VERSION = "1.5.1"
 
 # ── Shadow/重影大字 KAIWU ──
 _KAIWU_SHADOW = [
diff --git a/kaiwu/server/app.py b/kaiwu/server/app.py
index 2006cc6..883c552 100644
--- a/kaiwu/server/app.py
+++ b/kaiwu/server/app.py
@@ -38,9 +38,10 @@ def create_app(
     )
     from kaiwu.server.pipeline_factory import build_pipeline
 
+    from kaiwu.server.models import _VERSION
     app = FastAPI(
         title="KwCode Server",
-        version="1.5.0",
+        version=_VERSION,
         description="KwCode coding agent HTTP API with SSE streaming",
     )
 
@@ -78,7 +79,7 @@ def create_app(
     async def health():
         return HealthResponse(
             status="ok",
-            version="1.5.0",
+            version=_VERSION,
             model=ollama_model or "local",
             project_root=project_root,
         )
diff --git a/kaiwu/server/models.py b/kaiwu/server/models.py
index 94d494a..3273ba1 100644
--- a/kaiwu/server/models.py
+++ b/kaiwu/server/models.py
@@ -5,6 +5,12 @@ Pydantic models for kwcode server API.
 from typing import Optional
 from pydantic import BaseModel, Field
 
+try:
+    from importlib.metadata import version as _pkg_version
+    _VERSION = _pkg_version("kwcode")
+except Exception:
+    _VERSION = "1.5.1"
+
 
 class TaskRequest(BaseModel):
     """Request to submit a task."""
@@ -33,7 +39,7 @@ class TaskResult(BaseModel):
 class HealthResponse(BaseModel):
     """Health check response."""
     status: str = "ok"
-    version: str = "1.5.0"
+    version: str = _VERSION
     model: str = ""
     project_root: str = ""
 
diff --git a/kaiwu/telemetry/client.py b/kaiwu/telemetry/client.py
index f0534b2..128f095 100644
--- a/kaiwu/telemetry/client.py
+++ b/kaiwu/telemetry/client.py
@@ -22,7 +22,11 @@ logger = logging.getLogger(__name__)
 
 TELEMETRY_URL = "https://llmbbs.com/api/v1/event"
 CONFIG_PATH = Path.home() / ".kwcode" / "config.yaml"
-VERSION = "1.5.0"
+try:
+    from importlib.metadata import version as _pkg_version
+    VERSION = _pkg_version("kwcode")
+except Exception:
+    VERSION = "1.5.1"
 _HMAC_SECRET = b"kwcode-telemetry-2026-v1"
 
 
diff --git a/pyproject.toml b/pyproject.toml
index 7fcacfe..c087df0 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -4,7 +4,7 @@ build-backend = "setuptools.build_meta"
 
 [project]
 name = "kwcode"
-version = "1.4.0"
+version = "1.5.1"
 description = "KwCode - Local-model coding agent with MoE expert pipeline"
 requires-python = ">=3.10"
 readme = "README.md"