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Guides

Learn core chemistry AI concepts, tool selection, deployment, and evaluation. Looking for concrete tool combinations and setup steps? Explore Recipes.

Overview

MCP vs Skills vs Agents vs APIs: What's the Difference?

Understand how APIs, MCP servers, Skills, and agents divide interface, procedural guidance, execution, and planning responsibilities in chemistry workflows—and how to choose or combine them without confusing access with scientific validity.

Overview

How to Build a Chemistry AI Agent Stack

Design a chemistry AI agent stack by separating language models, orchestration, Skills, MCP interfaces, APIs, libraries and data. Follow proposed molecular and materials workflows, define input/output contracts, and plan permissions, evaluation and reproducible deployment.