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Mangaba-ai/mangaba_ai

MANGABA AI: MULTI-AGENT FRAMEWORK

Mangaba AI — a professional framework for orchestrating multi-agent systems in Python. Supports crews, event‑driven flows, ReAct, RAG, memory, MCP/A2A, and works with various LLM providers. Already has 207 stars on GitHub.

// KEY FEATURES

  • Creates and manages crews — teams of AI agents for complex tasks.
  • Builds event‑driven flows, launching agents via triggers and messages.
  • Implements ReAct logic and RAG with long‑term memory for accurate answers.
  • Supports MCP/A2A and works with any LLM providers (Ollama, OpenAI, Claude).
#ai-agents#crewai-alternative#llm-agents#model-context-protocol#multi-agent-systems#ollama#python#rag
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