Open-source LangChain-based agent for accurate solution of reasoning-intensive chemical tasks. Integrates 13 expert-designed tools to augment LLM chemistry performance. Uses ReAct format (Thought, Action, Action Input, Observation). Human expert evaluations show ChemCrow significantly outperforms GPT-4 alone in chemical correctness and task completion, highlighting limitations of LLM self-evaluation in specialized domains.