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

PrefectHQ/fastmcp ↗

PrefectHQ/fastmcp AI coding statistics: 17.5%

of 932 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
17.5% agent · top contributor 28.8%24 contributors
org-wide

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

163
agent commits
769
other considered commits
24
agent contributors
28.8%
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

162assisted
1autonomous

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
2026-0217%147
2026-0315%200
2026-0439.8%118
2026-058.6%70
2026-0610.8%37
2026-075.7%245
2026-0832.9%73
2026-0931%42

Peak month: 39.8%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic16217.4%
GitHub CopilotGitHub40.4%
Cursor AgentAnysphere10.1%

03Evidence

Inspect the matches

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

Matched commit samples

  • 73ad4abd on GitHubty: resolve warnings surfaced by ty 0.0.79 (#5123)Claude Code
  • f31180e8 on GitHubrenovate: cap routine PRs at 5 concurrent and 5 per hour (#5110)Claude Code
  • 6c2fbe7f on GitHubdocs: attribute the back-channel removal to SEP-2322/2575, not SEP-2577 (#Claude Code
  • 75b9f925 on GitHubfeat: Add telemetry interop mode for FastMCP (#4046)GitHub Copilot
  • 7934124f on GitHubMake transformed tool required order deterministic (#4564)GitHub Copilot
  • 2d61d8a4 on GitHubfix: add OTEL spans to sampling step and tool execution (#4059)GitHub Copilot
  • 3fdeedb5 on GitHubImprove DescopeProvider scope discovery and well-known URL support (#4489)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 window1,059
Merge commits removed−41
CI / dependency bots removed−86
Considered932

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
PrefectHQ/fastmcp
Default branch
main
Resolved HEAD
490049f0f9742922f4af16c937db0b898dc9802b ↗
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.

CohortPython · 247 eligible repositories · at least 100 considered commits2026-09-18-v3.0 · February–September 15, 2026 · 145 of 392 ecosystem repositories excluded
Agent-commit share position75th percentile

Midrank percentile; equal shares split the tied positions.

Repository
17.5%
Cohort median
6.3%
Share rank
63 / 247
0th50th100th

Percentile = (repositories below + half of 1 tied repository) ÷ 247.

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 →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 PrefectHQ/fastmcp

Scan another repository

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