Analysis of Atlassian’s Model Context Protocol usage shows agents execute nearly one-third writes alongside reads, with enterprise customers and non-software teams driving adoption; the Teamwork Graph delivers 44% more accurate answers using 48% fewer tokens versus unstructured approaches.