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.

The most powerful MCP Slack Server with no permission requirements, Apps support, GovSlack, DMs, Group DMs and smart history fetch logic.

01Result

korotovsky/slack-mcp-server ↗

korotovsky/slack-mcp-server AI coding statistics: 28.4%

of 88 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
Too little recent activity to publish. Only 88 commits landed in this window, so the percentage is noisy. Repositories below 100 are excluded from the index for this reason.
28.4% agent · top contributor 40%9 contributors
org-wide

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

25
agent commits
63
other considered commits
9
agent contributors
40%
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

25assisted
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
2026-0227.5%40
2026-0316.7%18
2026-040%6
2026-0545.8%24

Peak month: 45.8%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic2528.4%

03Evidence

Inspect the matches

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

Matched commit samples

  • 19e8a0c7 on GitHubtest: fix TestIntegrationChannelsListQueryFilter to assert on Name columnClaude Code
  • bee5d738 on GitHubdeps: bump jsonparser v1.1.1→v1.1.2 and go-jose/v3 v3.0.4→v3.0.5Claude Code
  • ae3c7b4f on GitHubperf: remove sort param from channels_me, always use fast pathClaude 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 window135
Merge commits removed−42
CI / dependency bots removed−5
Considered88

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 →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 korotovsky/slack-mcp-server

Scan another repository

Try