diff --git a/README.md b/README.md
index 072f9d8..2ca09ed 100644
--- a/README.md
+++ b/README.md
@@ -110,7 +110,7 @@ There are two main ways to use py-code-mode:
 Use the SDK when you are embedding py-code-mode directly into your own app or agent framework and want control over the runtime and how it is exposed.
 
 ```bash
-uv add git+https://github.com/xpcmdshell/py-code-mode.git@v0.18.0
+uv add git+https://github.com/xpcmdshell/py-code-mode.git@v0.18.1
 ```
 
 The SDK gives your app orchestration-side methods for tools, workflows, artifacts, and dependencies. These can be wrapped to expose to your agent as tools via your favorite agent framework.
@@ -197,7 +197,7 @@ For example, to expose py-code-mode to Claude Code agents, add it to your MCP co
 
 ```bash
 claude mcp add -s user py-code-mode \
-  -- uvx --from git+https://github.com/xpcmdshell/py-code-mode.git@v0.18.0 \
+  -- uvx --from git+https://github.com/xpcmdshell/py-code-mode.git@v0.18.1 \
   py-code-mode-mcp --base ~/.code-mode
 ```
 
diff --git a/docs/cli-reference.md b/docs/cli-reference.md
index 9916a25..aee4ac2 100644
--- a/docs/cli-reference.md
+++ b/docs/cli-reference.md
@@ -10,7 +10,7 @@ The MCP server exposes py-code-mode to Claude Code and other MCP clients.
 
 ```bash
 # Add to Claude Code
-claude mcp add py-code-mode -- uvx --from git+https://github.com/xpcmdshell/py-code-mode.git@v0.18.0 py-code-mode-mcp --base ~/.code-mode
+claude mcp add py-code-mode -- uvx --from git+https://github.com/xpcmdshell/py-code-mode.git@v0.18.1 py-code-mode-mcp --base ~/.code-mode
 ```
 
 ### Usage
diff --git a/docs/getting-started.md b/docs/getting-started.md
index 12dae2a..fdc1497 100644
--- a/docs/getting-started.md
+++ b/docs/getting-started.md
@@ -7,7 +7,7 @@ This guide walks through installing py-code-mode and running your first agent se
 ### As a Python Library
 
 ```bash
-uv add git+https://github.com/xpcmdshell/py-code-mode.git@v0.18.0
+uv add git+https://github.com/xpcmdshell/py-code-mode.git@v0.18.1
 ```
 
 ### For Claude Code (MCP Server)
@@ -16,7 +16,7 @@ uv add git+https://github.com/xpcmdshell/py-code-mode.git@v0.18.0
 
 ```bash
 claude mcp add -s user py-code-mode \
-  -- uvx --from git+https://github.com/xpcmdshell/py-code-mode.git@v0.18.0 \
+  -- uvx --from git+https://github.com/xpcmdshell/py-code-mode.git@v0.18.1 \
   py-code-mode-mcp --base ~/.code-mode
 ```
 
@@ -24,7 +24,7 @@ claude mcp add -s user py-code-mode \
 
 ```bash
 claude mcp add -s project py-code-mode \
-  -- uvx --from git+https://github.com/xpcmdshell/py-code-mode.git@v0.18.0 \
+  -- uvx --from git+https://github.com/xpcmdshell/py-code-mode.git@v0.18.1 \
   py-code-mode-mcp --base ./.code-mode
 ```
 
diff --git a/docs/integrations.md b/docs/integrations.md
index d93e755..10504af 100644
--- a/docs/integrations.md
+++ b/docs/integrations.md
@@ -40,7 +40,7 @@ The MCP server exposes these tools:
 #### Claude Code
 
 ```bash
-claude mcp add py-code-mode -- uvx --from git+https://github.com/xpcmdshell/py-code-mode.git@v0.18.0 py-code-mode-mcp --base ~/.code-mode
+claude mcp add py-code-mode -- uvx --from git+https://github.com/xpcmdshell/py-code-mode.git@v0.18.1 py-code-mode-mcp --base ~/.code-mode
 ```
 
 #### Generic MCP Client
diff --git a/pyproject.toml b/pyproject.toml
index cbde621..373d7fe 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "py-code-mode"
-version = "0.18.0"
+version = "0.18.1"
 description = "Code mode for LLM agents - tools as Python SDK bindings via Jupyter execution"
 readme = "README.md"
 requires-python = ">=3.12"
diff --git a/uv.lock b/uv.lock
index ebf255f..1ac867e 100644
--- a/uv.lock
+++ b/uv.lock
@@ -2602,7 +2602,7 @@ wheels = [
 
 [[package]]
 name = "py-code-mode"
-version = "0.18.0"
+version = "0.18.1"
 source = { editable = "." }
 dependencies = [
     { name = "fastmcp" },