Unlike general-purpose AI such as GPT, FTIR.fun does not just generate plausible text: it ties peak assignments to published literature by DOI, cross-validates results against 130,000+ reference spectra and a knowledge graph, and states confidence and limitations when evidence is inconclusive. FTIR.fun is also packaged as MCP and Skill integrations, callable from leading agent platforms such as Claude, Codex and 豆包 (Doubao) — extending professional FTIR analysis to a wider audience.
