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.

Music Assistant is a free, opensource Media library manager that connects to your streaming services and a wide range of connected speakers. The server is the beating heart, the core of Music Assistant and must run on an always-on device like a Raspberry Pi, a NAS or an Intel NUC or alike.

01Result

music-assistant/server ↗

music-assistant/server AI coding statistics: 9.6%

of 2,901 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
9.6% agent · top contributor 25.1%47 contributors
org-wide

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

279
agent commits
2,622
other considered commits
47
agent contributors
25.1%
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

271assisted
8autonomous

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
2026-0210.7%281
2026-039.7%277
2026-046.4%282
2026-0515.3%183
2026-067.6%396
2026-078.5%517
2026-087.7%777
2026-0922.3%188

Peak month: 22.3%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic1976.8%
GitHub CopilotGitHub973.3%
Cursor AgentAnysphere70.2%

03Evidence

Inspect the matches

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

Matched commit samples

  • f839c258 on GitHubLoad Plex library metadata in batches instead of one item at a time (#6353Claude Code
  • 62e26a5d on GitHubHold back every caller while a provider rate limit is active (#6332)Claude Code
  • d011decb on GitHubDrop provider mappings for items the provider no longer has (#6355)Claude Code
  • 73da6fb6 on GitHubKeep provider item lookups scoped to their own media type (#6203)GitHub Copilot
  • 62bb0289 on GitHubKeep one music provider from breaking every version lookup (#6351)GitHub Copilot
  • a2c3e2d6 on GitHubFix auto-merge getting stuck on dependency updates that need a newer PythoGitHub Copilot
  • e2f919ed on GitHubmcp: add explicit pause/resume playback tools (#4390)Cursor Agent
  • d4479151 on GitHubmcp: add set_repeat tool to queue controls (#4377)Cursor Agent
  • 2bcf723b on GitHubAdd MSX Bridge Player Provider (#3123)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 window3,192
Merge commits removed−15
CI / dependency bots removed−276
Considered2,901

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 music-assistant/server

Scan another repository

Try