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Astra and JEV Minecraft agent

A Mineflayer agent for Minecraft Java 1.16.5 where a planner sets the objective and Jev picks the next bounded action from game observations.
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589
Language
JavaScript
Reading time
3 min
Published by
Community
Author
rmalde
Last verified
Sep 2026

rmalde/minecraft-agent

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Astra planner and JEV controller for Minecraft, with native recording, tested routes, and run verification.

Forks
63
Last pushed
Updated Sep 2026

Repo stats from the GitHub API, cached Oct 2026.

About this project

This project uses GPT-6 Astra or GPT-5.6 Sol to plan and JEV to select player actions in Minecraft Java 1.16.5. It uses the official vanilla server and Mineflayer. A read-only Java sensor can report the exact dragon head position. It does not change game rules or entity state. Each selected action is sent to the game through the normal player protocol.

Quoted from the project's README. Read the full README.

Languages
JavaScript
Platforms
CLI
Capabilities
Requires API key

Highlights

  • Run nether-final-08 finished in 8 minutes 43.300 seconds, using 131 Jev decisions and 35 planner calls.
  • The agent started with an empty inventory, used the Nether, and killed the dragon with six bed explosions.
  • Jev selects travel, mining, crafting, and combat actions. Mineflayer performs the path and the protocol.
  • The published model ids are openai/gpt-6-astra for planning and typesafe/jev-1.13 through OpenRouter.
  • A read-only Java sensor reports the dragon head. It does not change rules or entity state.

Quickstart

bash
node optimization/nether/freeze-run.mjs NEW_RUN
PLANNER_MODEL=openai/gpt-6-astra RUN_ID=NEW_RUN \
  NATIVE_VIEW=1 node nether-agent.mjs

Watch out

No license file. Recordings, worlds, and Minecraft binaries stay out of git. The verified run used Survival/Peaceful and a surveyed seed. Keys come from Google Secret Manager, not OPENROUTER_API_KEY.

Questions about this entry

Short answers drawn from the linked project or page.

Reactions & coverage

Posts, threads, and videos about this entry from around the web.

X: Jev picks which Apple HIG guides go into the agent's context. NatashaTheRobot built a small AskHIG CLI and…

X: Three decision models, one game of Snake

X: Diogo Almeida with a16z on Jev

X: Luna plans, Jev plays poker

From the Jev guides

Original write-ups on what this entry is for.

From the Jev AI model community

Posts from builders shipping with Jev right now.

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