Self-hosted, open-source swarm of AI agents for end-to-end research on arbitrary topics using CrewAI orchestration, LLMLingua prompt compression, and dynamic MCP integration. Features specialized research agents, cost-optimized workflows, and runtime tool discovery for comprehensive automated research systems.