Padwan-LLM is a lightweight Python client providing unified async access to multiple LLM providers including OpenAI, Gemini, Mistral, Grok, and Anthropic with a single dependency. It supports streaming, multi-turn conversations, tool calling via MCP, voice interactions, and observability features across all providers.