ComfyUI_LLM_party is an LLM agent framework that adds workflow nodes to ComfyUI, enabling users to build and orchestrate LLM-powered pipelines. It integrates support for numerous LLM providers including o1, ollama, gemini, grok, qwen, deepseek, and local GGUF models, along with voice synthesis (GPT-sovits, ChatTTS), OCR (GOT-OCR2.0), and image generation (FLUX). The framework includes an MCP server for tool-calling and supports GraphRAG for knowledge retrieval.