Introduction

Multi-Agent Orchestration Platform — build, deploy, and orchestrate AI agents with tools, abilities, and distributed messaging.

What is AGENTS?

AGENTS is a monorepo containing a complete multi-agent system for software development orchestration. It includes:

• Agents — Specialized AI agents (producer, worker, lead, QA, chatbot, quest, expert, docs, builder)
• Abilities — Reusable capability modules (graph, search, memory, ArcadeDB, secrets, vision, eval, file ops, docs-memory)
• Infrastructure — Broker-based messaging, MCP servers, deployment tooling
• Engine — Daemon Engine (C++20 game engine with DirectX 11, V8 scripting)
• DaemonAgent — Dual-language game project (C++20 + TypeScript)

Architecture Overview

Agents:
  agent-producer → agent-worker, agent-lead, agent-qa
  agent-chatbot → agent-producer
  agent-expert → docs-search → ability-docs-memory

Abilities:
  ability-graph, ability-search, ability-memory
  ability-arcadedb, ability-secret, ability-vision
  ability-eval, ability-file-*, ability-docs-memory

Infrastructure:
  kadi-broker (messaging), mcp-server-quest, mcp-server-git

Data flow:
  worker/lead/qa → ability-memory → ability-graph → ability-arcadedb → ArcadeDB
  agent-expert → docs-search → ability-docs-memory → ability-graph → ArcadeDB

Quick Links

Category	Packages
Agents	producer, worker, lead, qa, chatbot, quest, expert, docs
Abilities	graph, search, memory, arcadedb, secret, docs-memory
MCP Servers	quest, git, github
Engine	Daemon Engine, DaemonAgent