Source: https://seerepo.com/r/modelcontextprotocol/inspector/ai
Markdown source: https://seerepo.com/r/modelcontextprotocol/inspector/ai.md
Description: AI signed 54.5% of the 3,407 commits of inspector. Each AI tool with its commits, and the last ones it signed.

# How much of inspector did AI write?

AI signed 54.5% of the 3,407 commits of inspector. Signed by Claude (1,694), GitHub Copilot (144), Devin (14), and Cursor (7).

Since its first commit, on October 7, 2024.

## Who signed the commits

- Claude: 1,694 commits (49.7%)
- GitHub Copilot: 144 commits (4.2%)
- Devin: 14 commits (0.4%)
- Cursor: 7 commits (0.2%)
- People: 45.5%

## Commits per month

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

- 2024-12: 30 commits, 16 signed by AI (53.3%)
- 2025-01: 42 commits, 0 signed by AI (0%)
- 2025-02: 70 commits, 0 signed by AI (0%)
- 2025-03: 112 commits, 0 signed by AI (0%)
- 2025-04: 131 commits, 0 signed by AI (0%)
- 2025-05: 98 commits, 6 signed by AI (6.1%)
- 2025-06: 161 commits, 20 signed by AI (12.4%)
- 2025-07: 103 commits, 7 signed by AI (6.8%)
- 2025-08: 109 commits, 6 signed by AI (5.5%)
- 2025-09: 53 commits, 4 signed by AI (7.5%)
- 2025-10: 50 commits, 3 signed by AI (6%)
- 2025-11: 30 commits, 4 signed by AI (13.3%)
- 2025-12: 25 commits, 10 signed by AI (40%)
- 2026-01: 27 commits, 12 signed by AI (44.4%)
- 2026-02: 37 commits, 14 signed by AI (37.8%)
- 2026-03: 49 commits, 29 signed by AI (59.2%)
- 2026-04: 102 commits, 86 signed by AI (84.3%)
- 2026-05: 39 commits, 39 signed by AI (100%)
- 2026-06: 68 commits, 61 signed by AI (89.7%)
- 2026-07: 212 commits, 178 signed by AI (84%)
- 2026-08: 622 commits, 325 signed by AI (52.3%)
- 2026-09: 581 commits, 543 signed by AI (93.5%)
- 2026-10: 356 commits, 354 signed by AI (99.4%)
- 2026-11: 139 commits, 139 signed by AI (100%)

## The last commits an AI signed

- 2026-11-11 · Claude · [5a75b39](https://github.com/modelcontextprotocol/inspector/commit/5a75b39222bd57807f563876dc3372460e0a0f66): Bump the node:22-slim base-image digest (#2963)
- 2026-11-11 · Claude · [330a5b4](https://github.com/modelcontextprotocol/inspector/commit/330a5b4b590bbe28aed3ff92783d8c90c6b334a4): Bump version to 2.15.0
- 2026-11-11 · Claude · [177fc08](https://github.com/modelcontextprotocol/inspector/commit/177fc0827318f60f05c80ae7568aa6d21bfd6c0a): Address review: name-level secret fields, own-property env reads (#2949)
- 2026-11-11 · Claude · [09de4af](https://github.com/modelcontextprotocol/inspector/commit/09de4aff6085d940db84b419e3a692abb96361c3): Isolate the hello response-id check with a valid proof
- 2026-11-11 · Claude · [44f8b91](https://github.com/modelcontextprotocol/inspector/commit/44f8b915519ccc1bc7ce48195760c5c61dc634d6): Pass the daemon dir to IPC test calls so Windows finds the token
- 2026-11-11 · Claude · [06f0edc](https://github.com/modelcontextprotocol/inspector/commit/06f0edc00f165ab7c5fc968c05101eb46f98e3de): Bound the integration test's wait for the recorded body
- 2026-11-11 · Claude · [965570b](https://github.com/modelcontextprotocol/inspector/commit/965570b551a1d9affeeb7072440935a00425003d): Wait for the asserted count, not the first match, in SkillsScreen verdict tests (#2941)
- 2026-11-11 · Claude · [cb60342](https://github.com/modelcontextprotocol/inspector/commit/cb603428b2aa52609b6a98ab2b9e1e8ee11d779b): Address review: compare secrets against the saved env, not a declaration
- 2026-11-11 · Claude · [72c02b4](https://github.com/modelcontextprotocol/inspector/commit/72c02b4ae97bec77481cbc954d322033a90cfee1): Address review: mask only user-entered secrets, flag CORECLR_/COMPlus_/OPENSSL_
- 2026-11-11 · Claude · [d2c786b](https://github.com/modelcontextprotocol/inspector/commit/d2c786bca88d2517fd8c10b6dc6ad559e4aa7913): Show env values in the server.json launch preview and confirm runtime-control vars

## 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 inspector?

Claude, with 1,694 of the 3,407 commits of inspector.

The proof: [its last signed commit, 5a75b39](https://github.com/modelcontextprotocol/inspector/commit/5a75b39222bd57807f563876dc3372460e0a0f66)

### Since when does AI sign commits in inspector?

Since December 2024: the first month an AI tool signed a commit of inspector.

### How many commits does inspector have?

inspector has 3,407 commits since October 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.