{"id":"better-chatbot","name":"Better Chatbot","af_score":58.5,"security_score":55.0,"reliability_score":null,"what_it_does":"An open-source AI chatbot platform that unifies multiple LLM providers (OpenAI, Anthropic, Google, xAI, Ollama) in a single Next.js interface with MCP tool support, custom agents, visual workflow builder, and real-time voice.","best_when":"You want a self-hosted, feature-rich chatbot that aggregates multiple LLMs and MCP tools in one place and you can manage your own deployment.","avoid_when":"You need a stable, actively maintained platform with vendor SLA and security patches — development is currently paused.","last_evaluated":"2026-03-01T09:50:05.317141+00:00"}