{
  "schemaVersion": "qmmit.observation.v1",
  "datasetVersion": "2026-09-18-v3.0",
  "rulesetVersion": "sha256:b2e8889c66f72c18a61839f0bf1a9f77b5481ba2def044dba33c797b2f2bdcae",
  "scanDate": "2026-09-16",
  "observation": {
    "repo": "googleapis/mcp-toolbox",
    "datasetVersion": "2026-09-18-v3.0",
    "rulesetVersion": "sha256:b2e8889c66f72c18a61839f0bf1a9f77b5481ba2def044dba33c797b2f2bdcae",
    "scanDate": "2026-09-16",
    "window": {
      "since": "2026-02-01",
      "untilExclusive": "2026-09-16",
      "label": "February–September 15, 2026"
    },
    "repository": {
      "sourceRepo": "googleapis/mcp-toolbox",
      "canonicalRepo": "googleapis/mcp-toolbox",
      "canonicalGitHubUrl": "https://github.com/googleapis/mcp-toolbox",
      "defaultBranch": "main",
      "headShaAtResolution": "7b41e73c3f7486afe55022fbcb437e26e931b8d0",
      "resolvedAt": "2026-09-16T12:09:27.525Z",
      "redirected": false
    },
    "agentSharePctFloor": 11.8,
    "humanSharePctCeiling": 88.2,
    "totals": {
      "commitsInHistory": 849,
      "mergeCommitsExcluded": 0,
      "ciBotCommitsExcluded": 187,
      "commitsConsidered": 662,
      "agentAttributedCommits": 78,
      "humanAttributedCommits": 584
    },
    "concentration": {
      "distinctAgentAuthors": 15,
      "topAuthorShareOfAgentCommits": 39.7,
      "adoptionPattern": "org-wide"
    },
    "mode": {
      "assistedCommits": 78,
      "autonomousCommits": 0,
      "assistedPct": 11.8,
      "autonomousPct": 0
    },
    "agents": [
      {
        "id": "gemini-cli",
        "label": "Gemini CLI",
        "vendor": "Google",
        "commits": 77,
        "sharePct": 11.6,
        "samples": [
          {
            "hash": "7ac00a2dc940b0e6e07e2b75ca79fef08bd87d77",
            "subject": "feat: Added logic to serve /.well-known/openai-apps-challenge (#4038)",
            "date": "2026-09-15T16:38:04+00:00"
          },
          {
            "hash": "9cf3e95ed6ad74b4821b29b4413fe99281bb2206",
            "subject": "feat(MCP Apps): Add support for MCP Apps (#4008)",
            "date": "2026-09-11T04:08:03+05:30"
          },
          {
            "hash": "fb227b007245ed17bf0dcabcadfdf99ad24ee651",
            "subject": "feat(MCPResources): Add support for MCP Resources (#3968)",
            "date": "2026-09-11T03:37:33+05:30"
          },
          {
            "hash": "690fa03cc01b78bdab62e734b9bd2cdbb22f57f2",
            "subject": "chore(ci): Automate documentation release pipeline (#3492)",
            "date": "2026-09-10T13:41:48+00:00"
          },
          {
            "hash": "fddd9dc1fa107c658437030b31644672931431b9",
            "subject": "docs(skills): add reproduce-bug skill for mcp-toolbox (#3863)",
            "date": "2026-09-10T05:21:49+00:00"
          }
        ]
      },
      {
        "id": "claude-code",
        "label": "Claude Code",
        "vendor": "Anthropic",
        "commits": 1,
        "sharePct": 0.2,
        "samples": [
          {
            "hash": "faa01efc082c857d40d345bea2fdae9d9ef64241",
            "subject": "refactor(tools): introduce BaseTool with default Tool interface methods (#3264)",
            "date": "2026-06-01T04:26:02+00:00"
          }
        ]
      }
    ],
    "timeline": [
      {
        "month": "2026-02",
        "total": 76,
        "agent": 15,
        "agentPct": 19.7
      },
      {
        "month": "2026-03",
        "total": 135,
        "agent": 14,
        "agentPct": 10.4
      },
      {
        "month": "2026-04",
        "total": 94,
        "agent": 13,
        "agentPct": 13.8
      },
      {
        "month": "2026-05",
        "total": 66,
        "agent": 6,
        "agentPct": 9.1
      },
      {
        "month": "2026-06",
        "total": 118,
        "agent": 10,
        "agentPct": 8.5
      },
      {
        "month": "2026-07",
        "total": 73,
        "agent": 10,
        "agentPct": 13.7
      },
      {
        "month": "2026-08",
        "total": 65,
        "agent": 5,
        "agentPct": 7.7
      },
      {
        "month": "2026-09",
        "total": 35,
        "agent": 5,
        "agentPct": 14.3
      }
    ],
    "lowActivity": false
  }
}
