Pulse
2026-09-18-v3.0
Dataset
2026-10-27-catalog-ai-v2
Ruleset
b2e8889c66f7
Scanned
2026-10-27
Window
February–September 15, 2026
Catalog tracking observation. This repository is measured with the same fixed window and ruleset, but it is not part of the published benchmark or its aggregate claims.

MCP server for Atlassian tools (Confluence, Jira)

01Result

sooperset/mcp-atlassian ↗

sooperset/mcp-atlassian AI coding statistics: 8.6%

of 301 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
8.6% agent · top contributor 34.6%17 contributors
org-wide

Adoption is broad. Many contributors are committing agent-authored work, which is what a real organisational rollout looks like.

26
agent commits
275
other considered commits
17
agent contributors
34.6%
largest contributor

02Drivers

What shapes this result

Mode, timing, and detected signatures show whether the result reflects broad adoption or one concentrated workflow.

Assisted or autonomous

26assisted
0autonomous

Assisted — a developer’s identity authored the commit and the agent added itself as co-author. Autonomous — a bot identity authored the commit without a human identity attached.

Agent share by month

Agent-attributed commit share by month
MonthAgent shareConsidered commits
2026-023%134
2026-035.9%34
2026-040%2
2026-060%3
2026-0721.1%95
2026-080%27
2026-090%6

Peak month: 21.1%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic217%
GitHub CopilotGitHub51.7%
Cursor AgentAnysphere20.7%

03Evidence

Inspect the matches

Public commit samples let you inspect the signatures behind the aggregate result.

Matched commit samples

  • c710d6a1 on GitHubfix(jira): resolve jira_assign_issue failures on Server/DC for email, key,Claude Code
  • ab22a28f on GitHubfix(confluence): handle space-type results in CQL search (closes #907) (#1Claude Code
  • 8fe5d236 on GitHubtest: add regression test for Jira REST API v3 (closes #338) (#1110)Claude Code
  • 0587fdc0 on GitHubfeat(auth): add mTLS client certificate authentication for Server/DC (#119GitHub Copilot
  • 4c39e24e on GitHubPreserve MCP tool error details (#1316)GitHub Copilot
  • b15d0cb3 on GitHubci: add TruffleHog secret scanning workflow (#1265)GitHub Copilot
  • 85477895 on GitHubfix(jira): route transition comments through the correct API version (#135Cursor Agent
  • ffa6b395 on GitHubfix: add US Government Cloud URL detection (#890)Cursor Agent

04Method

What entered the denominator

The result begins with commit history, removes merges and routine automation, and reports literal agent signatures as a lower bound.

Exclusion ledger

Commits in window332
Merge commits removed−0
CI / dependency bots removed−31
Considered301

Bots are excluded from the denominator entirely. Agent attribution requires a literal supported signature; no code-style inference is used.

Continue exploring

Claude Code commitsBrowse repositories with detected Claude Code signatures →GitHub Copilot commitsBrowse repositories with detected GitHub Copilot signatures →Cursor Agent commitsBrowse repositories with detected Cursor Agent signatures →Python AI coding statisticsCompare evidence across Python repositories →GitHub AI commit analyzerInspect another repository with the same evidence model →
Reproduce this observation

Run the same detector locally.

Deterministic signature matching; no code-style inference. Squash merges can remove trailers, so this result remains a measured floor.

npx qmmit-cli sooperset/mcp-atlassian

Scan another repository

Try