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.

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

01Result

doobidoo/mcp-memory-service ↗

doobidoo/mcp-memory-service AI coding statistics: 50.6%

of 1,161 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
50.6% agent · top contributor 42.4%32 contributors
org-wide

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

587
agent commits
574
other considered commits
32
agent contributors
42.4%
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

587assisted
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
2026-0269.2%208
2026-0372.1%147
2026-0477.9%154
2026-0558.2%251
2026-0628.9%114
2026-0728.8%59
2026-0813.2%144
2026-092.4%84

Peak month: 77.9%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic56448.6%
Gemini CLIGoogle312.7%
Cursor AgentAnysphere20.2%
GitHub CopilotGitHub20.2%

03Evidence

Inspect the matches

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

Matched commit samples

  • 923436ce on GitHubfix(health): report degraded when memories are missing embeddings (#1237)Claude Code
  • 0272c8e2 on GitHubtest(milvus): round-trip a tag ending in a backslash through Milvus Lite (Claude Code
  • 6a5ae23c on GitHubfix(consolidation): avoid the O(n^2) distance matrix in eps estimationClaude Code
  • ea489a89 on GitHubdocs: contradiction resolution approaches (RFC #732 reference) (#984)Gemini CLI
  • 2179bd6a on GitHubfix(hooks): parse Claude Code transcripts as JSONL with nested message (#9Gemini CLI
  • 00fec95e on GitHubrefactor(storage): extend MemoryStorage ABC with include_embeddings kwarg Gemini CLI
  • 7ad59a18 on GitHubfeat(auto-capture): memory_observe, auto_extract, and harvest pipeline (RFCursor Agent
  • ea489a89 on GitHubdocs: contradiction resolution approaches (RFC #732 reference) (#984)Cursor Agent
  • 6c3be803 on GitHubUpdate src/mcp_memory_service/consolidation/compression.pyGitHub Copilot
  • 325783da on GitHubUpdate src/mcp_memory_service/storage/hybrid.pyGitHub Copilot

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 window1,452
Merge commits removed−244
CI / dependency bots removed−47
Considered1,161

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 →Cursor Agent commitsBrowse repositories with detected Cursor Agent signatures →Gemini CLI commitsBrowse repositories with detected Gemini CLI 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 doobidoo/mcp-memory-service

Scan another repository

Try