SuperAPI AI Directory

AI agents

2,946 results · Page 64 of 82

Voyager

AI agents

Voyager is the first LLM-powered embodied lifelong learning agent in Minecraft, capable of continuously exploring the world, acquiring diverse skills, and making new discoveries without human intervention. It consists of three core components: an automatic curriculum that maximizes exploration, an executable code skill library that stores and retrieves complex behaviors, and an iterative prompting mechanism that combines environmental feedback, execution errors, and self-verification. Voyager interacts with GPT-4 through black-box queries without fine-tuning model parameters. Its skills are temporally extended, interpretable, and compositional, enabling rapid compounding of the agent's abilities and mitigating catastrophic forgetting. Experiments show that Voyager obtains 3.3 times more unique items, travels 2.3 times farther, and unlocks key tech tree milestones up to 15.3 times faster than previous state-of-the-art methods. Voyager can use its learned skill library to solve new tasks from scratch in new worlds. This repository provides the code under the MIT license and requires Python >= 3.9 and Node.js >= 16.13.0, and depends on the Minecraft game, Fabric mods, and an OpenAI API key.

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wcgw

AI agents

wcgw is a Shell and coding agent (MCP server) for MCP clients, designed to let chat applications write, build, and run code on your local machine. It provides tools tightly integrated with the shell, code editing, and file operations, and supports MCP-enabled clients such as Claude. Key features include: interactive command handling (supporting arrow keys, interrupts, and ANSI escape sequences), background multi-command execution, incremental editing of large files, syntax checking on edit, file protection (files must be read before editing), search-replace based editing, automatic loading of CLAUDE.md/AGENTS.md, three run modes (architect, code-writer, wcgw), and context save and resume. Before use, note: this server provides unfiltered access to the machine's shell and files, does not restrict the LLM from executing arbitrary commands or making unintended modifications, may be abused by attackers or trigger dangerous operations due to AI hallucinations, and should only be used if you fully understand and accept the risks.

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