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Multi-Agent Generator

Multi-Agent Generator is a powerful low-code/no-code tool that transforms plain English instructions into fully configured multi-agent AI teams.
No scripting. No complexity. Just describe what you want, and let it build the agents.

Frameworks supported: CrewAI, CrewAI Flow, LangGraph, Agno, ReAct (Classic + LCEL).
LLM providers supported: Any provider via LiteLLM (OpenAI, IBM WatsonX, Ollama, Anthropic, etc.).


What's New in v1.0.0

  • Tool Auto-Discovery & Generation - 15+ pre-built tools + natural language tool creation
  • Multi-Agent Orchestration Patterns - Supervisor, Debate, Voting, Pipeline, MapReduce
  • Evaluation & Testing Framework - Auto-generated tests + output quality metrics
  • Full CLI Support - CLI commands for tools, evaluation, and orchestration

Features

Core Features

  • Generate multi-agent workflows in multiple frameworks
  • Provider-agnostic (LiteLLM under the hood)
  • Streamlit-based UI for interactive generation
  • CLI tool for quick workflows
  • JSON + code output formats
  • Extensible agent/task configuration

New in v1.0.0

  • Tool Registry - Browse and use 15+ pre-built tools across 10 categories
  • Tool Generator - Create custom tools from natural language descriptions
  • Orchestration Patterns - 5 battle-tested patterns for agent coordination
  • Test Generator - Auto-generate pytest test suites for your agents
  • Agent Evaluator - Measure output quality with 7 built-in metrics
  • Benchmarking - Performance testing and comparison
  • Full CLI Support - Complete command-line interface for all features