Pulse
2026-09-18-v3.0
Dataset
2026-09-18-v3.0
Ruleset
b2e8889c66f7
Scanned
2026-09-16
Window
February–September 15, 2026
Local to this browser

01Result

googleapis/mcp-toolbox ↗

googleapis/mcp-toolbox AI coding statistics: 11.8%

of 662 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
11.8% agent · top contributor 39.7%15 contributors
org-wide

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

78
agent commits
584
other considered commits
15
agent contributors
39.7%
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

78assisted
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. Across the whole index, 96% of agent commits are assisted.

Agent share by month

Agent-attributed commit share by month
MonthAgent shareConsidered commits
2026-0219.7%76
2026-0310.4%135
2026-0413.8%94
2026-059.1%66
2026-068.5%118
2026-0713.7%73
2026-087.7%65
2026-0914.3%35

Peak month: 19.7%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Gemini CLIGoogle7711.6%
Claude CodeAnthropic10.2%

03Evidence

Inspect the matches

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

Matched commit samples

  • 7ac00a2d on GitHubfeat: Added logic to serve /.well-known/openai-apps-challenge (#4038)Gemini CLI
  • 9cf3e95e on GitHubfeat(MCP Apps): Add support for MCP Apps (#4008)Gemini CLI
  • fb227b00 on GitHubfeat(MCPResources): Add support for MCP Resources (#3968)Gemini CLI
  • faa01efc on GitHubrefactor(tools): introduce BaseTool with default Tool interface methods (#Claude Code

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 window849
Merge commits removed−0
CI / dependency bots removed−187
Considered662

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

05Provenance

Pinned to a source state

This observation names the repository state, release, and detector that produced it. Use these identifiers when reproducing or citing the result.

Dataset release
2026-09-18-v3.0
Scan date
2026-09-16
Ruleset
sha256:b2e8889c66f72c18a61839f0bf1a9f77b5481ba2def044dba33c797b2f2bdcae
Canonical repository
googleapis/mcp-toolbox
Default branch
main
Resolved HEAD
7b41e73c3f7486afe55022fbcb437e26e931b8d0 ↗
Resolved
2026-09-16
Measurement window
February–September 15, 2026
Download observation JSONDeterministic export · same values as this page

06Peer context

Position among comparable repositories

The cohort uses the same release and measurement window, then narrows to the repository’s ecosystem and removes low-activity observations.

CohortGo · 132 eligible repositories · at least 100 considered commits2026-09-18-v3.0 · February–September 15, 2026 · 62 of 194 ecosystem repositories excluded
Agent-commit share position75th percentile

Midrank percentile; equal shares split the tied positions.

Repository
11.8%
Cohort median
2.8%
Share rank
33 / 132
0th50th100th

Percentile = (repositories below + half of 1 tied repository) ÷ 132.

Continue exploring

Claude Code commitsBrowse repositories with detected Claude Code signatures →Gemini CLI commitsBrowse repositories with detected Gemini CLI signatures →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 googleapis/mcp-toolbox

Scan another repository

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