What agent numbers did Atlassian report?

More than 2 million monthly active users on the MCP Server (8x since March), more than 15 million MCP calls a day (15x since March), 50% more created in Jira and 75% more in Confluence after adoption, 98% of MCP users active on the platform the same month, and adopters growing ARR about 2x the rate of non-adopters, all as the November 5, 2026 letter reports them.

What does the letter count and not count?

It counts items created per user after MCP adoption and work items completed per Jira user for Teamwork Collection customers. It never counts agent-created items against items a human closed, read, or reversed.

Why does the 2x ARR line need care?

The letter does not say whether the rich graph or the growth came first, and its own flywheel paragraph describes customers who were already expanding across apps. Fast-growing customers connect more tools.

What is the operator's own count?

13 of 39 scheduled agents on falkster.com produced clean output that nothing read, and 30 of 51 commits in the agent-maintained skill library have no author Falk can attribute. An unopened agent-created Jira item is the same orphan with a ticket number.

Agent-Created Jira Items: Adoption or Volume?

Does agent-created activity in Jira count as adoption?

THE SHORT ANSWER

Only when a human closes, reads, or reverses it, and Atlassian's Q1 FY27 letter never counts that pair. Mike Cannon-Brookes's November 5, 2026 letter reports users creating 50% more in Jira and 75% more in Confluence after adopting the Atlassian MCP Server, more than 15 million MCP calls a day (15x since March), MCP adopters growing ARR at about 2x the rate of non-adopters, and RPO up 44.4% to $4.7 billion, and says agents are increasing engagement rather than replacing the platform while customers continue to add seats. Every agent figure is a volume figure, which is what an agent produces for free on a paid human seat. On the other side of the ledger, 13 of my 39 scheduled agents produced output nothing read and 30 of 51 commits in my agent-maintained library have no attributable author. The number to ask for is closed per created, and the seat line on the day the agent is the reader too.

Not on its own. Creation is what an agent produces for free, and on a seat-priced platform the free writer makes the paid seat look busier whether or not a person ever opens what it wrote. Adoption is the closed-per-created ratio, and Atlassian's letter reports every volume figure and not that one.

The letter's figures in Atlassian's order, the Salesforce seat from the same week, and my 13 of 39 are in Atlassian's Agents Write 50% More in Jira. Count What the Humans Closed.. The audit itself is in 70% of LangChain's Agent Runs Are Scheduled. Count the Ones Somebody Read..

Last reviewed 2026-11-06 · 1 min read

Does agent-created activity in Jira count as adoption?

SOURCES

THE LONG VERSION

RELATED ANSWERS