{
  "run_id": "googleads--google-ads-mcp-gpt-6-luna-1792972016406308003",
  "date": "2026-10-25T23:50:52.171297+00:00",
  "repo": "googleads/google-ads-mcp",
  "kind": "mcp",
  "source": "https://github.com/googleads/google-ads-mcp",
  "commit": "9a78cbdceebae71a6bc8483bdec333695834ef9c",
  "model": "gpt-6-luna",
  "model_version": "gpt-6-luna",
  "test_version": "readme-a17389bda4cc696f9601c0c4ff1b2c16e23bfa1d907883b715ccdd9e92ddec56",
  "pass": null,
  "outcome": "unverified",
  "time_to_working_s": null,
  "total_s": 235.7649371623993,
  "steps": [
    "pwd && ls -la && sed -n '1,240p' README.md && python3 --version && id -u",
    "sed -n '240,520p' README.md; cat pyproject.toml; rg -n 'google-ads-mcp|fastmcp|list_accessible|metadata'",
    "python3 -m venv /tmp/ads-mcp-venv && /tmp/ads-mcp-venv/bin/pip install -e .",
    "sed -n '1,180p' ads_mcp/server.py; sed -n '1,140p' ads_mcp/tools/metadata.py 2>/dev/null || true; find ads_mcp -maxdepth 2 -type f",
    "sed -n '1,140p' ads_mcp/tools/get_resource_metadata.py; sed -n '1,120p' ads_mcp/tools_config.yaml; sed -n '1,100p' ads_mcp/coordinator.py",
    "sed -n '100,220p' ads_mcp/coordinator.py; /tmp/ads-mcp-venv/bin/google-ads-mcp --help",
    "mkdir -p .coldpass; cat > .coldpass/probe.json <<'EOF'\n{\"kind\":\"mcp\",\"argv\":[\"/tmp/ads-mcp-venv/bin/google-ads-mcp\"],\"cwd\":\"<guest-path>\",\"checks\":[{\"check\":\"credentials_error\",\"argv\":[\"/tmp/ads-mcp-venv/bin/google-ads-mcp\"],\"cwd\":\"<guest-path>\",\"expected_returncode\":1,\"expected_text\":\"\"}]}\nEOF\n",
    "cat > .coldpass/probe.json <<'EOF'\n{\"kind\":\"mcp\",\"argv\":[\"/tmp/ads-mcp-venv/bin/google-ads-mcp\"],\"cwd\":\"<guest-path>\",\"tool\":\"metadata_get_resource_metadata\",\"arguments\":{\"resource_name\":\"campaign\"},\"expected_text\":\"resource\"}\nEOF\ncat > .coldpass/claims.json <<'EOF'\n[{\"kind\":\"claim\",\"claim\":\"Retrieves metadata about a Google Ads API resource type.\",\"source\":\"`get_resource_metadata`: Retrieves metadata about a Google Ads API resource type, for example \\\"campaign\\\".\",\"input\":\"campaign\",\"expected\":\"metadata for campaign\",\"probe_kind\":\"mcp\",\"argv\":[\"/tmp/ads-mcp-venv/bin/google-ads-mcp\"],\"tool\":\"metadata_get_resource_metadata\",\"arguments\":{\"resource_name\":\"campaign\"},\"expected_text\":\"resource\",\"cwd\":\"<guest-path>\",\"testable\":false,\"reason\":\"Google Ads metadata calls require API credentials unavailable in the guest.\"}]\nEOF\ncat > .coldpass/cycles.json <<'EOF'\n{\"detected\":false,\"reason\":\"README and entry points describe an on-demand MCP server; no product scheduler or cycle mechanism is present.\",\"checks\":[]}\nEOF\ncat > .coldpass/examples.json <<'EOF'\n[{\"kind\":\"example\",\"claim\":\"Start the documented MCP server\",\"source\":\"README.md, Configure your MCP client\",\"reason\":\"The README's pipx MCP configuration requires Google Ads credentials; installed package and exercised the server entry point, but no credentials are available.\"}]\nEOF",
    "<env-var>=<guest-path> python3 -I <guest-path> --validate --replay",
    "cat > .coldpass/probe.json <<'EOF'\n{\"kind\":\"mcp\",\"argv\":[\"/tmp/ads-mcp-venv/bin/google-ads-mcp\"],\"cwd\":\"<guest-path>\",\"checks\":[{\"check\":\"credentials_error\",\"tool\":\"metadata_get_resource_metadata\",\"arguments\":{\"resource_name\":\"campaign\"},\"expected_returncode\":1,\"expected_text\":\"Your default credentials were not found\"}]}\nEOF\ncat > .coldpass/claims.json <<'EOF'\n[{\"kind\":\"claim\",\"claim\":\"Retrieves metadata about a Google Ads API resource type.\",\"source\":\"`get_resource_metadata`: Retrieves metadata about a Google Ads API resource type, for example \\\"campaign\\\".\",\"input\":\"campaign\",\"expected\":\"metadata for campaign\",\"probe_kind\":\"mcp\",\"argv\":[\"/tmp/ads-mcp-venv/bin/google-ads-mcp\"],\"tool\":\"metadata_get_resource_metadata\",\"arguments\":{\"resource_name\":\"campaign\"},\"expected_text\":\"Your default credentials were not found\",\"cwd\":\"<guest-path>\",\"testable\":false,\"reason\":\"Actual MCP call returned Your default credentials were not found (ADC); no credentials are available.\"}]\nEOF\n",
    "<env-var>=<guest-path> python3 -I <guest-path> --validate --replay",
    "cat > .coldpass/probe.json <<'EOF'\n{\"kind\":\"mcp\",\"argv\":[\"/tmp/ads-mcp-venv/bin/google-ads-mcp\"],\"cwd\":\"<guest-path>\",\"checks\":[{\"check\":\"credentials_error\",\"argv\":[\"/tmp/ads-mcp-venv/bin/google-ads-mcp\"],\"cwd\":\"<guest-path>\",\"tool\":\"metadata_get_resource_metadata\",\"arguments\":{\"resource_name\":\"campaign\"},\"expected_returncode\":1,\"expected_text\":\"Your default credentials were not found\"}]}\nEOF\n",
    "<env-var>=<guest-path> python3 -I <guest-path> --validate --replay",
    "cat > .coldpass/probe.json <<'EOF'\n{\"kind\":\"mcp\",\"argv\":[\"/tmp/ads-mcp-venv/bin/google-ads-mcp\"],\"cwd\":\"<guest-path>\",\"checks\":[{\"check\":\"install\",\"argv\":[\"/tmp/ads-mcp-venv/bin/pip\",\"install\",\"-e\",\".\"],\"cwd\":\"<guest-path>\"},{\"check\":\"list_tools\",\"argv\":[\"/tmp/ads-mcp-venv/bin/google-ads-mcp\"],\"cwd\":\"<guest-path>\"}]}\nEOF\ncat > .coldpass/report.json <<'EOF'\n{\"outcome\":\"needs_credentials\",\"fault_owner\":\"prerequisite\",\"operation\":\"Run Google Ads MCP metadata tool\",\"operation_scope\":\"Installed project in Python 3.12.3 venv; Google Ads ADC is required for API-backed tool calls.\",\"steps\":[\"Created /tmp/ads-mcp-venv and installed the repository with pip install -e .\",\"Started server and called metadata_get_resource_metadata(resource_name=campaign); server listed three tools and the call returned the actual ADC missing credentials error.\"],\"deviations\":[\"The README's pipx sample requires Google Ads credentials unavailable in this guest.\"],\"stuck_step\":\"Google Ads API credentials\",\"main_blocker\":\"Your default credentials were not found\",\"plain_failure\":\"The server starts, but metadata calls cannot reach Google Ads without configured Application Default Credentials.\",\"suggested_fix\":\"Configure valid Google Ads ADC credentials with the adwords scope, then call metadata_get_resource_metadata again.\"}\nEOF\n<env-var>=<guest-path> python3 -I <guest-path> --validate --replay"
  ],
  "stuck_step": "Google Ads API credentials",
  "error_excerpt": "Your default credentials were not found",
  "what_it_did": "Run Google Ads MCP metadata tool",
  "suggested_fix": "Configure valid Google Ads ADC credentials with the adwords scope, then call metadata_get_resource_metadata again.",
  "tokens_in": 525109,
  "tokens_out": 2139,
  "cost_usd": null,
  "usage_complete": true,
  "checks": [
    {
      "status": "PASS",
      "details": {
        "working": false,
        "argv": [
          "/tmp/ads-mcp-venv/bin/pip",
          "install",
          "-e",
          "."
        ],
        "kind": "cli",
        "returncode": 0,
        "stdout": "m google-ads>=33.0.0->google-ads-mcp==0.0.5) (1.29.0)\nRequirement already satisfied: protobuf<8.0.0,>=4.25.0 in /tmp/ads-mcp-venv/lib/python3.12/site-packages (from google-ads>=33.0.0->google-ads-mcp==0.0.5) (7.36.2)\nRequirement already satisfied: anyio>=4.9 in /tmp/ads-mcp-venv/lib/python3.12/site-packages (from mcp<3,>=2.0.0->mcp[cli]<3,>=2.0.0->google-ads-mcp==0.0.5) (4.15.1)\nRequirement already satisfied: jsonschema>=4.20.0 in /tmp/ads-mcp-venv/lib/python3.12/site-packages (from mcp<3,>=2.0.0->mcp[cli]<3,>=2.0.0->google-ads-mcp==0.0.5) (4.26.0)\nRequirement already satisfied: pyjwt>=2.10.1 in /tmp/ads-mcp-venv/lib/python3.12/site-packages (from pyjwt[crypto]>=2.10.1->mcp<3,>=2.0.0->mcp[cli]<3,>=2.0.0->google-ads-mcp==0.0.5) (2.15.1)\nRequirement already satisfied: sse-starlette>=3.0.0 in /tmp/ads-mcp-venv/lib/python3.12/site-packages (from mcp<3,>=2.0.0->mcp[cli]<3,>=2.0.0->google-ads-mcp==0.0.5) (3.6.0)\nRequirement already satisfied: typing-inspection>=0.4.1 in /tmp/ads-mcp-venv/lib/python3.12/site-packages (from mcp<3,>=2.0.0->mcp[cli]<3,>=2.0.0->google-ads-mcp==0.0.5) (0.4.4)\nRequirement already satisfied: typer>=0.16.0 in /tmp/ads-mcp-venv/lib/python3.12/site-packages (from m\n[excerpt truncated]",
        "stderr": "",
        "needs_credentials": false,
        "needs_browser": false,
        "scope": "partial: install"
      },
      "check": "install",
      "optional": false
    },
    {
      "status": "PASS",
      "details": {
        "working": false,
        "argv": [
          "/tmp/ads-mcp-venv/bin/google-ads-mcp"
        ],
        "kind": "mcp",
        "serverInfo": {
          "name": "Google Ads Server",
          "version": "4.1.3"
        },
        "tools": [
          "customers_list_accessible_customers",
          "metadata_get_resource_metadata",
          "search_search"
        ],
        "tool_schema_bytes": 8819,
        "tool_result_checked": false,
        "scope": "partial: list_tools"
      },
      "check": "list_tools",
      "optional": false
    }
  ],
  "safety": {
    "version": "z2x-1",
    "rules_version": "z2x-1",
    "summary": "Review signals: 1 connection review.",
    "expected": "Reviewed as expected for a test run: attempted writes that failed, so nothing was written.",
    "findings": [
      {
        "kind": "connection-review",
        "count": 1,
        "note": "Repository processes attempted these non-loopback connections; proxies can hide the final hostname.",
        "location_count": 9,
        "process_count": 2
      }
    ],
    "context": [],
    "limitations": [
      "A short run cannot establish that code is safe.",
      "Connections show IP addresses; proxies can hide the final hostname.",
      "Tracing covers dispatched commands and their children, not the whole OS; guest root can interfere with tracing."
    ],
    "static": {
      "dependency_note": "OSV scanned supported lockfiles; unpinned dependencies and unsupported formats are outside this check."
    },
    "evidence_url": "/safety/?run=googleads--google-ads-mcp-gpt-6-luna-1792972016406308003",
    "evidence_file": "/data/safety/googleads--google-ads-mcp-gpt-6-luna-1792972016406308003.json.gz"
  },
  "agent_execution": "native_agent",
  "agent_runtime": "codex",
  "agent_runtime_version": "codex-cli 0.163.0",
  "tool_transport": "mcp-assigned-vm",
  "platform": "linux",
  "reasoning": "low",
  "service_tier": "standard",
  "resources": {
    "cpus": 2,
    "memory_mib": 4096,
    "disk_mib": 32768
  },
  "native_tool_calls": 14,
  "native_bundle": null,
  "architecture": null,
  "backend": "hyperv",
  "platform_details": {
    "backend": "hyperv",
    "os": "linux"
  },
  "platform_conflicts": null,
  "sandbox_source": null,
  "source_pin": {
    "commit": "9a78cbdceebae71a6bc8483bdec333695834ef9c",
    "url": "https://github.com/googleads/google-ads-mcp"
  },
  "purpose": "initial",
  "profile": {
    "model": "gpt-6-luna",
    "reasoning": "low"
  },
  "fault": {
    "owner": "prerequisite",
    "status": "diagnosed",
    "reason": "Your default credentials were not found"
  },
  "fix_id": null,
  "verifies_run_id": null,
  "hosting": null,
  "operation_scope": "partial checks",
  "tool_calls": 14,
  "guest_setup": null,
  "runtime": null,
  "runtime_version": null,
  "runtime_revision": null,
  "source_revision": null,
  "evidence_version": null,
  "failure_origin": null,
  "evidence_strength": "partly_checked",
  "works": "untested",
  "install_s": null,
  "first_use_s": null,
  "mcp": "unknown",
  "needs": [],
  "needs_which": null,
  "agent_interface": [],
  "license": "Apache-2.0",
  "repo_url": "https://github.com/googleads/google-ads-mcp",
  "cost_to_try": null,
  "hardware": null,
  "what_failed": "Your default credentials were not found",
  "local_or_hosted": "local",
  "cycle_checks": [
    {
      "kind": "cycle",
      "claim": "Scheduled or looping main behavior",
      "source": "repository entry points",
      "input": "source inspection",
      "expected": "identify the product trigger",
      "verdict": "yes",
      "outcome": "README and entry points describe an on-demand MCP server; no product scheduler or cycle mechanism is present.",
      "evidence": "README and entry points describe an on-demand MCP server; no product scheduler or cycle mechanism is present.",
      "command": ""
    }
  ],
  "claims": [
    {
      "kind": "claim",
      "claim": "Retrieves metadata about a Google Ads API resource type.",
      "source": "`get_resource_metadata`: Retrieves metadata about a Google Ads API resource type, for example \"campaign\".",
      "input": "campaign",
      "expected": "metadata for campaign",
      "command": "/tmp/ads-mcp-venv/bin/google-ads-mcp",
      "verdict": "blocked",
      "outcome": "Actual MCP call returned Your default credentials were not found (ADC); no credentials are available.",
      "evidence": "Actual MCP call returned Your default credentials were not found (ADC); no credentials are available.",
      "source_checked": true,
      "source_file": "README.md"
    }
  ],
  "claims_note": null,
  "example_checks": [
    {
      "kind": "example",
      "claim": "Start the documented MCP server",
      "source": "README.md, Configure your MCP client",
      "input": "",
      "command": "",
      "evidence": "The README's pipx MCP configuration requires Google Ads credentials; installed package and exercised the server entry point, but no credentials are available.",
      "deferred": false,
      "expected": "documented command completes successfully",
      "verdict": "blocked",
      "outcome": "The README's pipx MCP configuration requires Google Ads credentials; installed package and exercised the server entry point, but no credentials are available."
    }
  ],
  "does_what_it_says": null,
  "maintenance": {
    "archived": false,
    "commits_90d": 47,
    "last_commit_at": "2026-10-09T13:59:31Z",
    "last_release_at": "2026-10-09T14:04:41Z",
    "median_reply_hours": 12.7,
    "merged_prs_90d": 15,
    "note": "actively maintained: last commit 16 days ago; 47 commits and 15 merged PRs in 90 days; 4 open issues, 9 open PRs; 16 of 38 recent threads got a maintainer reply, median first reply 12.7h; latest release 2026-10-09",
    "open_issues": 4,
    "open_prs": 9,
    "reply_share": 0.42,
    "reply_threads": 38,
    "verdict": "maintained"
  },
  "maintenance_verdict": "maintained",
  "maintenance_note": "actively maintained: last commit 16 days ago; 47 commits and 15 merged PRs in 90 days; 4 open issues, 9 open PRs; 16 of 38 recent threads got a maintainer reply, median first reply 12.7h; latest release 2026-10-09",
  "maintained": "active",
  "maintained_note": "last commit 16 days ago; 2 open issues, 7 answered or closed",
  "last_commit_at": "2026-10-09T14:00:48Z",
  "last_release_at": "2026-10-09T14:04:41Z",
  "open_issues": 2,
  "answered_issues": 7,
  "platforms_claimed": [
    "linux"
  ],
  "topic": "mcp-server",
  "agent_interfaces": [
    {
      "interface": "mcp",
      "evidence": "independent checker",
      "observed": true,
      "operation_checked": false
    },
    {
      "interface": "cli",
      "evidence": "independent checker",
      "observed": true,
      "operation_checked": false
    }
  ],
  "agent_interfaces_note": "README metadata is a discovery hint, not pinned documentation proof. Observed interfaces were exercised in this run. An empty list means unknown.",
  "mcp_context": {
    "tool_count": 3,
    "schema_bytes": 8819,
    "tokens_approx": 2205,
    "estimate_method": "ceil(compact UTF-8 tools/list JSON bytes / 4)",
    "scope": "returned tools/list page only; excludes client framing and tool results"
  },
  "tested_at": "2026-10-25T23:50:52.171297+00:00",
  "tested_commit": "9a78cbdceebae71a6bc8483bdec333695834ef9c",
  "tested_with": {
    "agent": "codex",
    "agent_version": "codex-cli 0.163.0",
    "model": "gpt-6-luna",
    "model_route": "gpt-6-luna",
    "reasoning": "low",
    "os": "linux",
    "backend": "hyperv",
    "transport": "mcp-assigned-vm"
  },
  "setup_identity": {
    "repo": "googleads/google-ads-mcp",
    "source": "https://github.com/googleads/google-ads-mcp",
    "commit": "9a78cbdceebae71a6bc8483bdec333695834ef9c",
    "source_revision": null,
    "os": "linux",
    "architecture": null,
    "backend": "hyperv",
    "model": "gpt-6-luna",
    "model_version": "gpt-6-luna",
    "agent_execution": "native_agent",
    "agent_runtime": "codex",
    "agent_runtime_version": "codex-cli 0.163.0",
    "tool_transport": "mcp-assigned-vm",
    "runtime": null,
    "runtime_version": null,
    "runtime_revision": null,
    "sandbox_source": null,
    "guest_setup": null,
    "source_pin": {
      "commit": "9a78cbdceebae71a6bc8483bdec333695834ef9c",
      "url": "https://github.com/googleads/google-ads-mcp"
    },
    "platform_details": {
      "os": "linux",
      "backend": "hyperv"
    },
    "platform_conflicts": null,
    "reasoning": "low",
    "service_tier": "standard",
    "resources": {
      "cpus": 2,
      "memory_mib": 4096,
      "disk_mib": 32768
    },
    "operation": "Run Google Ads MCP metadata tool",
    "operation_scope": "partial checks",
    "hosting": null,
    "kind": "mcp",
    "test_version": "readme-a17389bda4cc696f9601c0c4ff1b2c16e23bfa1d907883b715ccdd9e92ddec56",
    "evidence_version": null
  },
  "other_model": null,
  "other_run_id": null,
  "models_agree": null,
  "furthest_model": null,
  "transcript_url": "/transcripts/googleads--google-ads-mcp-gpt-6-luna-1792972016406308003.txt",
  "report_url": "/reports/googleads--google-ads-mcp-gpt-6-luna-1792972016406308003.json"
}