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.

Official Microsoft Learn MCP Server and CLI tool – powering LLMs and AI agents with real-time, trusted Microsoft docs & code samples.

01Result

MicrosoftDocs/mcp ↗

MicrosoftDocs/mcp AI coding statistics: 76.5%

of 17 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
Too little recent activity to publish. Only 17 commits landed in this window, so the percentage is noisy. Repositories below 100 are excluded from the index for this reason.
76.5% agent · top contributor 61.5%5 contributors
team

A small group is using agents. Adoption has spread beyond one person but is not project-wide.

13
agent commits
4
other considered commits
5
agent contributors
61.5%
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

13assisted
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
2026-0250%2
2026-0380%10
2026-04100%1
2026-050%1
2026-09100%3

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

Which agents

AgentVendorCommitsShare
GitHub CopilotGitHub741.2%
Claude CodeAnthropic741.2%

03Evidence

Inspect the matches

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

Matched commit samples

  • 90e18378 on GitHubRelease @microsoft/learn-cli 1.0.0 (#196)GitHub Copilot
  • 45ae33d3 on GitHubAdd agent discovery setup to the CLI (#192)GitHub Copilot
  • f1fbeb32 on GitHubFix #100: Cannot use Microsoft Learn MCP anymore (reason: Eclipsed) (#144)GitHub Copilot
  • f1fbeb32 on GitHubFix #100: Cannot use Microsoft Learn MCP anymore (reason: Eclipsed) (#144)Claude Code
  • 4fa4d356 on GitHubImprove skill descriptions for better triggering and clarity (#134)Claude Code
  • 610aa3a9 on GitHubUpdate Claude Code install to official plugin store and bump plugin to 0.3Claude 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 window39
Merge commits removed−0
CI / dependency bots removed−22
Considered17

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 →TypeScript AI coding statisticsCompare evidence across TypeScript 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 MicrosoftDocs/mcp

Scan another repository

Try