Debugging a failed build shouldn’t start with a scavenger hunt. The Buildkite MCP Server now includes get_build_failure_summary , a new tool designed around Anthropic’s best practices for writing tools for agents . It turns a common multi-step workflow into one purpose-built call, taking an agent from “the build failed” to a likely cause.