Tools like console.log and Node.js debugger (–inspect flag) are commonly used for debugging. For profiling, developers can use built-in profilers (–prof flag), third-party tools like Clinic.js, or performance monitoring tools such as New Relic. These tools help identify bottlenecks, memory issues, and overall performance improvements.