Enhance MCP and Docker setup instructions in SDK tutorial

- Add brief MCP explanation with link to Claude Code MCP docs
- Include Docker quick setup guide with troubleshooting tips
- Fix git clone URL in README to point to anthropic-cookbook repo
- Keep instructions concise while providing helpful context for prerequisites

🤖 Generated with [Claude Code](https://claude.ai/code)

Co-Authored-By: Claude <noreply@anthropic.com>

claude_code_sdk/02_The_observability_agent.ipynb

@@ -28,11 +28,7 @@
    "cell_type": "markdown",
    "id": "08cc95b6",
    "metadata": {},
-   "source": [
-    "In the previous notebooks we have built a basic research agent and a Chief of Staff multi-agent framework. While the agents we have built are already powerful, they were still limited in what they could do: the web search agent is limited to searching the internet and our Chief of Staff agent was limited to interacting with its own filesystem.\n",
-    "\n",
-    "This is a serious constraint: real-world agents often need to interact with other systems like databases, APIs, file systems, and other specialized services. [MCP (Model Context Protocol)](https://modelcontextprotocol.io/docs/getting-started/intro) allows for an easy connection between our agents and these external systems. In this notebook, we will explore how to connect MCP servers to our agent."
-   ]
+   "source": "In the previous notebooks we have built a basic research agent and a Chief of Staff multi-agent framework. While the agents we have built are already powerful, they were still limited in what they could do: the web search agent is limited to searching the internet and our Chief of Staff agent was limited to interacting with its own filesystem.\n\nThis is a serious constraint: real-world agents often need to interact with other systems like databases, APIs, file systems, and other specialized services. [MCP (Model Context Protocol)](https://modelcontextprotocol.io/docs/getting-started/intro) is an open-source standard for AI-tool integrations that allows for an easy connection between our agents and these external systems. In this notebook, we will explore how to connect MCP servers to our agent.\n\n**Need more details on MCP?** For comprehensive setup instructions, configuration best practices, and troubleshooting tips, see the [Claude Code MCP documentation](https://docs.anthropic.com/en/docs/claude-code/mcp)."
   },
   {
    "cell_type": "markdown",
@@ -137,15 +133,7 @@
    "cell_type": "markdown",
    "id": "7fdb4aa2",
    "metadata": {},
-   "source": [
-    "#### Step 1: Set up your GitHub Token\n",
-    "\n",
-    "You need a GitHub Personal Access Token. Get one [here](https://github.com/settings/personal-access-tokens/new) and put in the .env file as ```GITHUB_TOKEN=\"<token>\"```\n",
-    "> Note: When getting your token, select \"Fine-grained\" token with the default options (i.e., public repos, no account permissions), that'll be the easiest way to get this demo working.\n",
-    "\n",
-    "Also, for this example you will have to have [Docker](https://www.docker.com/products/docker-desktop/) running on your laptop.\n",
-    "#### Step 2: Define the mcp server and start the agent loop!"
-   ]
+   "source": "#### Step 1: Set up your GitHub Token\n\nYou need a GitHub Personal Access Token. Get one [here](https://github.com/settings/personal-access-tokens/new) and put in the .env file as ```GITHUB_TOKEN=\"<token>\"```\n> Note: When getting your token, select \"Fine-grained\" token with the default options (i.e., public repos, no account permissions), that'll be the easiest way to get this demo working.\n\nAlso, for this example you will have to have [Docker](https://www.docker.com/products/docker-desktop/) running on your machine. Docker is required because the GitHub MCP server runs in a containerized environment for security and isolation.\n\n**Docker Quick Setup:**\n- Install Docker Desktop from [docker.com](https://www.docker.com/products/docker-desktop/)\n- Ensure Docker is running (you'll see the Docker icon in your system tray)\n- Verify with `docker --version` in your terminal\n- **Troubleshooting:** If Docker won't start, check that virtualization is enabled in your BIOS. For detailed setup instructions, see the [Docker documentation](https://docs.docker.com/get-docker/)\n\n#### Step 2: Define the mcp server and start the agent loop!"
   },
   {
    "cell_type": "code",

claude_code_sdk/README.md

@@ -12,9 +12,9 @@ A tutorial series demonstrating how to build sophisticated general-purpose agent
 
 #### 2. Clone and set up the project
 
-```git clone https://github.com/anthropics/cc-sdk-tutorial.git ```
+```git clone https://github.com/anthropics/anthropic-cookbook.git ```
 
-```cd cc-sdk-tutorial ```
+```cd anthropic-cookbook/claude_code_sdk```
 
 ```uv sync ```