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MCreator

Best for: Learning Minecraft modding properly, with an AI agent as helper

Free, open-source app for making Minecraft Java mods, Bedrock add-ons, resource packs and data packs with visual editors or code. It isn't AI itself, but its 2026.3 early-access builds add a local MCP server that AI agents can use.

MCreator homepage screenshot
MCreator homepage, captured

Features

  • Visual editors and Blockly procedures, or code
  • Java mods, Bedrock add-ons, resource and data packs
  • Built-in texture and animation makers
  • Optional local MCP server for AI agents (2026.3 EAP)