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What 5M+ daily MCP tool calls taught us about the future of AI at work

calendar_today July 1, 2026 person domain atlassian-compass

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.

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