Running a Spark Profiler on a Minecraft Forge server can provide valuable insights into resource usage, identify performance bottlenecks, and optimize performance. This tool enables in-depth monitoring of the server's behavior, helping fine-tune and optimize CPU and memory usage, tick rate, and mod interactions. By leveraging the Spark Profiler's data-driven approach, administrators can make informed decisions to enhance the overall gameplay experience, ensuring a smoother, more enjoyable Minecraft server environment for all players.

Requirement: Forge must be installed on the server. Learn how to install Forge here.
OP permissions are required to run Spark commands. Learn how to give OP permissions here.

How to Install Spark on a Minecraft Forge Server

Step 1. Download Spark. It must match the Minecraft server version.

Step 2. Log in to the MelonCube Games panel.

Step 3. Stop the server.

Step 4. Go to the Files tab.

Step 5. Open the mods folder.

Step 6. Drag and drop the .jar mod from Step 1.

Step 7. Start the server.

Step 8. Go to the Console tab.

Step 9. Input the desired commands.

How to Run a Spark Profiler on a Minecraft Forge Server

Step 1. In Minecraft, run the following command: /spark profiler

Step 2. Wait at least ten minutes.

Step 3. Run the following command: /spark profiler stop

Step 4. Click the link to open the Spark Profiler.