ChemCrow
AI agent that integrates multiple chemistry tools to autonomously perform complex chemical tasks.
🛡️ AgentReady threat assessment
MAESTRO 7-layer threat model + OWASP AIVSS risk score for ChemCrow, derived from its capabilities.
These scores are auto-generated from public information (the agent's own listing, docs, and repository) using the canonical OWASP AIVSS formula and the MAESTRO framework — an estimate for guidance, not a penetration test, audit, or certification. See the scoring methodology — every score is re-derived by the same automated method as an agent's public evidence changes.
Overview
ChemCrow is an open-source AI agent designed to enhance the capabilities of large language models (LLMs) in solving complex chemical problems. It integrates 13 expert-designed tools to assist in tasks such as organic synthesis, drug discovery, and materials design, enabling the autonomous planning and execution of chemical syntheses and other chemistry-related tasks.
Key features and capabilities
- Integration of multiple chemistry tools, autonomous task execution, enhanced LLM performance in chemistry, ability to plan and execute syntheses, cross-domain capabilities (organic synthesis; drug discovery; materials design)
Use cases
- Planning and executing chemical syntheses, guiding novel compound discoveries, solving complex chemistry problems, automating chemical tasks, bridging experimental and computational chemistry