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.

Telegram MCP server powered by Telethon to let MCP clients read chats, manage groups, and send/modify messages, media, contacts, and settings.

01Result

chigwell/telegram-mcp ↗

chigwell/telegram-mcp AI coding statistics: 38.4%

of 172 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate

38.4% agent · top contributor 13.6%24 contributors

org-wide

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

agent commits

106

other considered commits

agent contributors

13.6%

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

66assisted

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

Peak month: 78.4%. Bars are scaled to that peak, not to 100%.

Which agents

Agent	Vendor	Commits	Share
Claude Code	Anthropic	64	37.2%
Cursor Agent	Anysphere	2	1.2%

03Evidence

Inspect the matches

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

Matched commit samples

54ca22c3 on GitHubfeat(chats): edit_forum_topic and delete_forum_topicClaude Code
0f6253cb on GitHubchore(deps): require telethon>=1.45.0 (MTProto layer 229)Claude Code
9f088318 on GitHubKeep the new roots/list timeout logs literal-onlyClaude Code
a20a8b15 on GitHubAdd topic_id support to media send toolsCursor Agent
dfda80ef on GitHubfix(roots): recover Cursor bare-path MCP Roots; opt-in on list_roots errorCursor 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 window	289
Merge commits removed	−117
CI / dependency bots removed	−0
Considered	172

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 →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 chigwell/telegram-mcp

Scan another repository

Try

Month	Agent share	Considered commits
2026-02	5.9%	17
2026-03	35.7%	14
2026-04	18.9%	37
2026-05	20%	20
2026-06	23.1%	13
2026-07	64.7%	17
2026-08	78.4%	37
2026-09	35.3%	17