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 for xiaohongshu.com

01Result

xpzouying/xiaohongshu-mcp ↗

xpzouying/xiaohongshu-mcp AI coding statistics: 51.8%

of 141 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
51.8% agent · top contributor 86.3%6 contributors
individual

One person is driving this. The headline number reflects a single contributor's workflow, not a project-wide shift.

73
agent commits
68
other considered commits
6
agent contributors
86.3%
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

73assisted
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
2026-0246.5%43
2026-0344%25
2026-0440%5
2026-050%4
2026-060%5
2026-0764.1%39
2026-0878.9%19
2026-090%1

Peak month: 78.9%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic7251.1%
Cursor AgentAnysphere10.7%

03Evidence

Inspect the matches

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

Matched commit samples

  • 84511f19 on GitHubci: 升级 Actions 至 node24 运行时，消除 Node 20 弃用警告 (#809)Claude Code
  • 31008aa6 on GitHubfix(ci): 关闭 provenance/sbom，修复阿里云 ACR 推送失败 (#807)Claude Code
  • 6583124d on GitHubdocs: 纳管 README_EN 到 all-contributors，并修正名单与微信群二维码 (#806)Claude Code
  • 52d0205a on GitHubfix: 添加请求头解决图片下载 403 错误 (#412)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 window190
Merge commits removed−34
CI / dependency bots removed−15
Considered141

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 →Cursor Agent commitsBrowse repositories with detected Cursor Agent signatures →Go AI coding statisticsCompare evidence across Go 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 xpzouying/xiaohongshu-mcp

Scan another repository

Try