Source: https://seerepo.com/r/googleapis/mcp-toolbox/ai
Markdown source: https://seerepo.com/r/googleapis/mcp-toolbox/ai.md
Description: AI signed 4.2% of the 2,381 commits of mcp-toolbox. Each AI tool with its commits, and the last ones it signed.

# How much of mcp-toolbox did AI write?

AI signed 4.2% of the 2,381 commits of mcp-toolbox. Signed by Gemini (95), Jules (4), and Claude (1).

Since its first commit, on June 7, 2024.

## Who signed the commits

- Gemini: 95 commits (4%)
- Jules: 4 commits (0.2%)
- Claude: 1 commit (0%)
- People: 95.8%

## Commits per month

Each month's commits up to its last one, with those an AI signed. Merges don't count.

- 2024-12: 64 commits, 0 signed by AI (0%)
- 2025-01: 50 commits, 0 signed by AI (0%)
- 2025-02: 44 commits, 0 signed by AI (0%)
- 2025-03: 33 commits, 0 signed by AI (0%)
- 2025-04: 108 commits, 0 signed by AI (0%)
- 2025-05: 81 commits, 0 signed by AI (0%)
- 2025-06: 86 commits, 0 signed by AI (0%)
- 2025-07: 122 commits, 1 signed by AI (0.8%)
- 2025-08: 136 commits, 0 signed by AI (0%)
- 2025-09: 184 commits, 0 signed by AI (0%)
- 2025-10: 117 commits, 0 signed by AI (0%)
- 2025-11: 146 commits, 5 signed by AI (3.4%)
- 2025-12: 94 commits, 4 signed by AI (4.3%)
- 2026-01: 77 commits, 6 signed by AI (7.8%)
- 2026-02: 87 commits, 15 signed by AI (17.2%)
- 2026-03: 170 commits, 14 signed by AI (8.2%)
- 2026-04: 138 commits, 13 signed by AI (9.4%)
- 2026-05: 99 commits, 6 signed by AI (6.1%)
- 2026-06: 139 commits, 10 signed by AI (7.2%)
- 2026-07: 86 commits, 10 signed by AI (11.6%)
- 2026-08: 81 commits, 5 signed by AI (6.2%)
- 2026-09: 95 commits, 6 signed by AI (6.3%)
- 2026-10: 42 commits, 5 signed by AI (11.9%)
- 2026-11: 24 commits, 0 signed by AI (0%)

## The last commits an AI signed

- 2026-10-26 · Gemini · [0c8a71d](https://github.com/googleapis/mcp-toolbox/commit/0c8a71df94ea34382c66c63c658f07165f0650fb): feat(tool/looker): support text, markdown, and rich-text dashboard elements (#4180)
- 2026-10-23 · Gemini · [cb998b0](https://github.com/googleapis/mcp-toolbox/commit/cb998b096505bf8f35346dea80ed64c28cdd127d): feat: add skills over MCP extension (#4104)
- 2026-10-23 · Gemini · [08a42a2](https://github.com/googleapis/mcp-toolbox/commit/08a42a25d77fbeddda427a38e326060a282fe61b): feat(prebuilt/dataplex)!: remove search_aspect_types tool from prebuilt config (#4193)
- 2026-10-19 · Gemini · [8d1930f](https://github.com/googleapis/mcp-toolbox/commit/8d1930fc972a59c03688be19fd577a5f6cbe3abd): feat(ui): add collapsible sidebar and resizable scrollable tool description (#4281)
- 2026-10-15 · Gemini · [f9ba7e5](https://github.com/googleapis/mcp-toolbox/commit/f9ba7e52679fb9ef8166510955e9493a63e9440c): fix(telemetry): disable self-tracing on GCP telemetry exporters (#4230)
- 2026-09-29 · Gemini · [ea56847](https://github.com/googleapis/mcp-toolbox/commit/ea56847a1acdbd75011ca9293321268999cdc29c): docs: Update links for SDK Secure Parameters documentation (#4157)
- 2026-09-15 · Gemini · [7ac00a2](https://github.com/googleapis/mcp-toolbox/commit/7ac00a2dc940b0e6e07e2b75ca79fef08bd87d77): feat: Added logic to serve /.well-known/openai-apps-challenge (#4038)
- 2026-09-10 · Gemini · [9cf3e95](https://github.com/googleapis/mcp-toolbox/commit/9cf3e95ed6ad74b4821b29b4413fe99281bb2206): feat(MCP Apps): Add support for MCP Apps (#4008)
- 2026-09-10 · Gemini · [fb227b0](https://github.com/googleapis/mcp-toolbox/commit/fb227b007245ed17bf0dcabcadfdf99ad24ee651): feat(MCPResources): Add support for MCP Resources (#3968)
- 2026-09-10 · Gemini · [690fa03](https://github.com/googleapis/mcp-toolbox/commit/690fa03cc01b78bdab62e734b9bd2cdbb22f57f2): chore(ci): Automate documentation release pipeline (#3492)

## How we know

Every AI coding tool leaves its signature in the commits it makes: a Co-Authored-By line, its own author name, or the merge of its branch. SeeRepo reads those signatures in the repo's history; a commit without one counts as made by people, and merges don't count.

Every AI tool SeeRepo recognizes: https://seerepo.com/agents

## Frequently asked questions

### Which AI tool signed the most commits in mcp-toolbox?

Gemini, with 95 of the 2,381 commits of mcp-toolbox.

The proof: [its last signed commit, 0c8a71d](https://github.com/googleapis/mcp-toolbox/commit/0c8a71df94ea34382c66c63c658f07165f0650fb)

### Since when does AI sign commits in mcp-toolbox?

Since July 2025: the first month an AI tool signed a commit of mcp-toolbox.

### How many commits does mcp-toolbox have?

mcp-toolbox has 2,381 commits since June 7, 2024. Merges don’t count.

## What is your repo built with?

Any public repo, with no account: https://seerepo.com/r/owner/repo/built, with the owner and name it has on GitHub.