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Open WebUI and LibreChat are both open-source self-hostable chat UIs with multi-provider support, authentication, and MCP client integration. Open WebUI is BSD-3 with a Pipelines and Functions framework and Postgres backend; LibreChat is MIT with conversation forking, presets, and a MongoDB backend.