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Open-Swarm MCP is a Django-based orchestration tool for managing Swarm agents through both CLI and API interfaces. It provides a containerized environment with Docker support, integrates with various LLM providers (OpenAI, Groq), and connects to multiple MCP servers including Brave Search, Wolfram Alpha, and filesystem tools. The implementation includes blueprint functionality for extending capabilities, Redis for caching, and comprehensive configuration options for deployment in various environments including Fly.io.