<p align="center"> <img title="Runbook.AI" alt="Runbook.AI" width="20%" src="./assets/images/runbook.ai.png"> </p>

Runbook MCP Server

Runbook MCP Server enables you to run your own runbooks from Claude Desktop.

• Run ops runbooks (e.g., deploy a service, upgrade a Kubernetes cluster)
• Run manual test plans (e.g., create a new EC2 instance, ssh into the instance, and run the integration test there).

Please watch the demo video below to understand how it works!

How to Use

To create a new runbook, use the create_runbook tool. Here are example prompts:

Example 1

Create a new runbook:

- name: list_pods
- content: List pods in all namespaces, find pods that are not ready, and send that to Slack.

You don't need to interpret the content. Please just pass it to the tool.

Example 2

Create a new runbook:

- name: deploy
- content:
  1. Get the latest tag from GitHub repo X. This is the release version.
  2. Send a Slack message to channel Y. This announces the deployment of X with the version.
  3. Run a GitHub workflow for repo X to push the release.

You don't need to interpret the content. Please just pass it to the tool.

To run a runbook, take the following steps:

1. Click "Attach from MCP" from Claude Desktop.
2. Select get_runbook_as_prompt from the list of integrations.
3. Pass the name of the runbook you would like to execute.
4. Submit the generated prompt.

Then Claude Desktop will talk to other MCP servers to run the runbook.

Claude Desktop Configuration

Put the following configuration to claude_desktop_config.json.

{
  "mcpServers": {
    "runbook": {
      "command": "uv",
      "args": [
        "--directory",
        "<ABSOLUTE_PATH>/runbook-mpc-server",
        "run",
        "runbook.py"
      ]
    }
  }
}

Example MCP Servers that can be used to Run Runbooks

• GitHub
• Slack
• DesktopCommanderMCP
• Web search and browser automation (link
• Kubernetes. There are several implementations (e.g., mcp-k8s-go)

Development Plan

• Instead of saving the content of the runbook in the database, just save as a file. This helps easy editting. People can also simply use GitHub for versioning.
• Runbook template X that is instantiated with given inputs.
  • Maybe this is not needed. A user just needs to put additional prompts when running the runbook.
• Save executing log (for auditting and refinement)
  • Remove secrets
  • Also pass a past log to the runbook prompt if this helps better execution
• Approval flow.
  • Add a tool request_approval.
  • This sends a slack message to a channel.
  • Then the Runbook MCP server watches the channel. If someone responds (yes / no), it proceeeds or returns an error.
• Better runbook search
  • The exact name match is not great
• Registrtation to Smithery.

Potential Work Items where its Feasibility is not clear

Note: Claude Desktop does not support "Sampling". This puts some limitations.

• Sub-runbook and reusable execution block
• Rest endpoint + frontend for managing runbooks.
• Be able to edit the runbook (with versioning)
• show an execution plan for runbook X (dry-run)
  • Restrict MCP servers and tools
• convert a previous conversation into a runbook
• fine-tuning.
• Be able to refine a runbook. If there is a successful execution, save it as an example and give it to Claude.
• Periodic execution
• Be able to provision an environment (VM, docker) for running MCP servers.