• LOG ACCESS
  • JOB SCOPE
  • ROOT CAUSE
  • HUMAN ACTION

How to debug failed builds with your AI agent

Connect Travis CI to your agent to pull logs and job data instantly. You stop hunting through CI dashboards and start fixing code right in your chat interface.

Ask AI about this page

Short answer

How can I debug failed builds using my AI?

Your agent uses Travis CI tools to fetch specific build logs and job details. It identifies the exact error causing a failure so you can fix it immediately. You get a clear breakdown of what went wrong below.

Where the data lands.

What you get from your agent

The AI handles the data retrieval so you can focus on the fix.

LOG ACCESS

Direct error visibility

The agent pulls the specific logs from a failed build. You see the stack trace and error messages without leaving your chat.

JOB SCOPE

Identify failing jobs

Your agent lists all jobs within a build to pinpoint exactly which step failed. This narrows down the search area instantly.

ROOT CAUSE

Automated error analysis

The AI reads the raw log data to find the culprit. It interprets the failure and explains the issue in plain English.

HUMAN ACTION

Code fixes required

The AI identifies the problem but cannot rewrite your repository. You take the findings and apply the fix to your code.

The workflow

What your AI does when a build fails.

The agent acts as a bridge between your CI environment and your development chat.

  1. Locate the failure

    The agent scans your recent activity to find the specific build that didn't pass.

    list_build_jobs

  2. Fetch the logs

    Once the failed job is identified, the agent pulls the full output for that specific run.

    get_build_details

  3. Parse the error

    The agent reads through the log text to find the exit code or the specific exception.

    get_build_details

  4. Report the issue

    The agent presents a summary of the failure, including the file and line number involved.

    get_build_details

Try it

Copy these to start.

Use these prompts to kick off the debugging process.

Starting points

Replace the bracketed text with your actual build or job IDs.

Travis CI Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_Tsr2nXTZjqLuHF648kXSBd1jz2jny42wR3IGL8IB/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 — Travis CI capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "travis-ci-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_Tsr2nXTZjqLuHF648kXSBd1jz2jny42wR3IGL8IB/mcp"
    }
  }
}
Copy into chat04

  • List the most recent build jobs for my project to see what failed.

  • Get the details for build #12345 and tell me why it failed.

  • Check the logs for the 'test' job in my last Travis CI run.

  • Summarize the error found in the logs for build ID 98765.

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

Start here

Connect Travis CI once, then ask.

One click connects your account. Your credentials stay encrypted and secure, and you can start debugging immediately.

Connect Travis CI to your AI

FAQ

How the Travis CI MCP behaves

  • 01

    Can the AI fix my code automatically?

    No. The AI reads the logs and tells you what is wrong, but you must manually apply the code changes.

  • 02

    Can the AI trigger a new build?

    No. The current tools only allow the agent to read build details and job lists.

  • 03

    Does the AI have access to my source code?

    No. The agent only sees the build logs and job metadata provided by Travis CI.

  • 04

    Can I use this with any AI client?

    Yes, as long as the client is MCP-compatible, like Claude, Cursor, or Windsurf.

  • 05

    Will my Travis CI credentials be shared with the AI model?

    No. Vinkius manages the connection securely so your credentials stay between the MCP and Travis CI.

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

Connect Travis CI to Claude, Cursor, ChatGPT & more