• ERROR
  • FIX
  • LOGS
  • HUMAN

How to debug container logs with your AI

Connect Dokku to your AI client once. From then on, you can pull logs straight into your chat to troubleshoot errors.

Ask AI about this page

Short answer

How can I use AI to debug my Dokku logs?

Your agent uses the get_logs tool to pull stdout and stderr streams from your Dokku containers. You can then ask it to find specific error patterns or explain stack traces. This lets you skip manual log scrolling and jump straight to the fix.

The results of a debug session.

Where your troubleshooting lands.

The AI processes the raw log stream to give you these specific outcomes.

ERROR

Root cause identified

The AI scans the logs for stack traces and error codes. You get a clear explanation of what broke your app.

FIX

Actionable solutions

Once the error is found, your agent suggests the specific code changes or config updates needed to fix it.

LOGS

Cleaned log summaries

The AI filters out the noise and repetitive info, leaving you with only the relevant events surrounding a crash.

HUMAN

Manual intervention

If the logs are empty or the error is environmental, the AI tells you exactly what to check in your Dokku setup manually.

The workflow

What your AI does when a crash happens.

The AI handles the heavy lifting of reading through thousands of lines of text.

  1. Fetch the stream

    Your agent reaches into Dokku to grab the most recent stdout and stderr output for your specific app.

    get_logs

  2. Isolate the crash

    The AI looks for keywords like 'Error' or 'Fatal' to find the exact moment things went wrong.

    get_logs

  3. Analyze the trace

    It interprets the stack trace to map the error back to your application logic or a specific dependency.

    get_logs

  4. Propose a fix

    The agent summarizes the findings and provides the command or code change to resolve the issue.

    get_logs

Try it

Copy these to start.

Use these prompts to kick off a debugging session.

Starting points

These are just ideas. Swap out the app names for your actual Dokku app names.

Dokku Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_4l81eUQDUiIsTQzod0jOLzrGv5gyZbaFCGJYUggR/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — Dokku capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "dokku-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_4l81eUQDUiIsTQzod0jOLzrGv5gyZbaFCGJYUggR/mcp"
    }
  }
}
Copy into chat04

  • Get the logs for my 'web-api' app and tell me why it's crashing.

  • Check the stderr for 'worker-service' and find the last error message.

  • Look at the stdout for 'frontend-app' and tell me if there are any database connection timeouts.

  • Summarize the last 100 lines of logs from 'auth-service' and look for failed login attempts.

  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Start here

Connect Dokku once, then ask.

Just click the link to connect. Your credentials stay encrypted, and you can immediately start asking your AI about your apps.

Connect Dokku to your AI

FAQ

How the debugging works

  • 01

    Can the AI fix my code automatically?

    No. The AI can suggest code changes or commands, but you have to apply them yourself.

  • 02

    Can the AI restart my Dokku apps?

    No. This MCP only has the ability to read logs. You must use the Dokku CLI or your dashboard to restart apps.

  • 03

    Does the AI see all my app data?

    No. It only sees the stdout and stderr logs that it pulls via the get_logs tool.

  • 04

    How does the AI handle large log files?

    The AI reads the stream provided by the tool and focuses on the most recent or relevant segments to avoid hitting context limits.

  • 05

    Can I use this with any AI client?

    Yes, as long as you are using an MCP-compatible client like Claude, Cursor, or Windsurf.

  • More questions about Dokku? The Connector page answers them. See everything the Dokku Connector can do

Connect Dokku to Claude, Cursor, ChatGPT & more