{
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  "server": "pipeworx-io-seo-keywords-ads",
  "component": "seo-keywords-ads-mcp",
  "generated_at": "2026-09-21T07:10:22.332Z",
  "tracking_since": "2026-07-26",
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    "cosmetic": 0
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    {
      "id": "chg_01a09440-819f-7243-9d02-7cfca7a5b7c6",
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      "source": "scan",
      "summary": "Authorization (pass → unverified)",
      "link": "https://verifymcp.io/servers/pipeworx-io-seo-keywords-ads/seo-keywords-ads-mcp#chg-chg_01a09440-819f-7243-9d02-7cfca7a5b7c6"
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      "source": "scan",
      "summary": "Stability (pass → fail)",
      "link": "https://verifymcp.io/servers/pipeworx-io-seo-keywords-ads/seo-keywords-ads-mcp#chg-chg_01a09440-81a0-71bf-a43a-70aecb665aee"
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      "id": "chg_01a09440-81a0-7717-a9db-558ae8338ed5",
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      "from_value": "pass",
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      "occurred_at": "2026-09-12 06:14:10.313889+00",
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      "source": "scan",
      "summary": "Tool safety (pass → unverified)",
      "link": "https://verifymcp.io/servers/pipeworx-io-seo-keywords-ads/seo-keywords-ads-mcp#chg-chg_01a09440-81a0-7717-a9db-558ae8338ed5"
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        "tool": "ask_pipeworx"
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      "occurred_at": "2026-09-11 06:11:38.106587+00",
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      "source": "scan",
      "summary": "Tool “ask_pipeworx” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-seo-keywords-ads/seo-keywords-ads-mcp#chg-chg_01a08f17-d2a6-763c-93cf-dc8312feacd0"
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    {
      "id": "chg_01a08f17-d2a7-7507-bc30-2ebddb171b98",
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        "tool": "ask_pipeworx_beta"
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      "occurred_at": "2026-09-11 06:11:38.106587+00",
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      "source": "scan",
      "summary": "Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-seo-keywords-ads/seo-keywords-ads-mcp#chg-chg_01a08f17-d2a7-7507-bc30-2ebddb171b98"
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        "tool": "ask_pipeworx_grounded"
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      "occurred_at": "2026-09-11 06:11:38.106587+00",
      "observed_since": "2026-09-10",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-seo-keywords-ads/seo-keywords-ads-mcp#chg-chg_01a08f17-d2a8-71a4-b949-f438f8e5f40e"
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        "tool": "deep_research"
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      "observed_since": "2026-09-10",
      "source": "scan",
      "summary": "Tool “deep_research” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-seo-keywords-ads/seo-keywords-ads-mcp#chg-chg_01a08f17-d2a8-7644-9aeb-e4314bcc39f4"
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      "occurred_at": "2026-09-11 06:11:38.106587+00",
      "observed_since": "2026-09-10",
      "source": "scan",
      "summary": "The server rewrote its instructions, which are the text every model session reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-seo-keywords-ads/seo-keywords-ads-mcp#chg-chg_01a08f17-d2a8-79d1-b776-f28ca2418e8c"
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    {
      "id": "chg_01a089f1-9fc7-7d46-a0e0-43f297113810",
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      "subject_kind": "check",
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      "from_code": "auth.none_unlisted",
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      "materiality": "security",
      "direction": "improvement",
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      "occurred_at": "2026-09-10 06:11:48.616809+00",
      "observed_since": "2026-09-09",
      "source": "scan",
      "summary": "Authorization (unverified → pass)",
      "link": "https://verifymcp.io/servers/pipeworx-io-seo-keywords-ads/seo-keywords-ads-mcp#chg-chg_01a089f1-9fc7-7d46-a0e0-43f297113810"
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    {
      "id": "chg_01a089f1-9fc9-74f3-88e9-5cc26e6d096d",
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      "occurred_at": "2026-09-10 06:11:48.616809+00",
      "observed_since": "2026-09-09",
      "source": "scan",
      "summary": "Injection markers (unverified → pass)",
      "link": "https://verifymcp.io/servers/pipeworx-io-seo-keywords-ads/seo-keywords-ads-mcp#chg-chg_01a089f1-9fc9-74f3-88e9-5cc26e6d096d"
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    {
      "id": "chg_01a089f1-9fc9-7b31-8562-250e95536658",
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      "from_code": "stability.churn",
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      "from_value": "fail",
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      "occurred_at": "2026-09-10 06:11:48.616809+00",
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      "source": "scan",
      "summary": "Stability (fail → pass)",
      "link": "https://verifymcp.io/servers/pipeworx-io-seo-keywords-ads/seo-keywords-ads-mcp#chg-chg_01a089f1-9fc9-7b31-8562-250e95536658"
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    {
      "id": "chg_01a084cb-c6f7-7a04-91ba-532d979a1746",
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      "from_code": "stability.insufficient_history",
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      "from_value": "unverified",
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      "detail": {
        "days": "30",
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      "occurred_at": "2026-09-09 06:12:22.3166+00",
      "observed_since": "2026-09-08",
      "source": "scan",
      "summary": "Stability (unverified → fail)",
      "link": "https://verifymcp.io/servers/pipeworx-io-seo-keywords-ads/seo-keywords-ads-mcp#chg-chg_01a084cb-c6f7-7a04-91ba-532d979a1746"
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    {
      "id": "chg_01a07fa9-0f34-794a-a9d7-2b32ca5a7cfe",
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      "subject_kind": "check",
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      "from_code": "stability.stable",
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      "from_value": "pass",
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      "materiality": "security",
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      "occurred_at": "2026-09-08 06:16:20.744187+00",
      "observed_since": "2026-09-07",
      "source": "scan",
      "summary": "Stability (pass → unverified)",
      "link": "https://verifymcp.io/servers/pipeworx-io-seo-keywords-ads/seo-keywords-ads-mcp#chg-chg_01a07fa9-0f34-794a-a9d7-2b32ca5a7cfe"
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    {
      "id": "chg_01a07fa9-0f35-7a90-9980-b509b0b869d6",
      "kind": "check.unverifiable",
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      "from_code": "auth.none_destructive",
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      "materiality": "security",
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      "occurred_at": "2026-09-08 06:16:20.744187+00",
      "observed_since": "2026-09-07",
      "source": "scan",
      "summary": "Authorization (fail → unverified)",
      "link": "https://verifymcp.io/servers/pipeworx-io-seo-keywords-ads/seo-keywords-ads-mcp#chg-chg_01a07fa9-0f35-7a90-9980-b509b0b869d6"
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    {
      "id": "chg_01a07fa9-0f35-7f22-bc60-1bcf8d4f6e7d",
      "kind": "check.unverifiable",
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      "occurred_at": "2026-09-08 06:16:20.744187+00",
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      "source": "scan",
      "summary": "Tool safety (pass → unverified)",
      "link": "https://verifymcp.io/servers/pipeworx-io-seo-keywords-ads/seo-keywords-ads-mcp#chg-chg_01a07fa9-0f35-7f22-bc60-1bcf8d4f6e7d"
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      "subject_kind": "server",
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      "from_value": "verified",
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      "occurred_at": "2026-09-08 06:16:20.744187+00",
      "observed_since": "2026-09-07",
      "source": "scan",
      "summary": "Endpoint reachability (reachable → unreachable)",
      "link": "https://verifymcp.io/servers/pipeworx-io-seo-keywords-ads/seo-keywords-ads-mcp#chg-chg_01a07fa9-0f3a-7069-a017-34f89986bbba"
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    {
      "id": "chg_01a07a81-ea39-7235-9b68-30563ca471a0",
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      "subject_kind": "check",
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      "from_code": "auth.none_unlisted",
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      "occurred_at": "2026-09-07 06:15:29.148699+00",
      "observed_since": "2026-09-06",
      "source": "scan",
      "summary": "Authorization (unverified → fail)",
      "link": "https://verifymcp.io/servers/pipeworx-io-seo-keywords-ads/seo-keywords-ads-mcp#chg-chg_01a07a81-ea39-7235-9b68-30563ca471a0"
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    {
      "id": "chg_01a07a81-ea3b-7599-b497-d45bae088fcb",
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      "subject_kind": "check",
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      "from_code": "toolsafety.unreachable",
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      "occurred_at": "2026-09-07 06:15:29.148699+00",
      "observed_since": "2026-09-06",
      "source": "scan",
      "summary": "Injection markers (unverified → pass)",
      "link": "https://verifymcp.io/servers/pipeworx-io-seo-keywords-ads/seo-keywords-ads-mcp#chg-chg_01a07a81-ea3b-7599-b497-d45bae088fcb"
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      "id": "chg_01a07a81-ea3c-7293-b764-a698304d4140",
      "kind": "check.verdict",
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      "subject_kind": "check",
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      "from_code": "stability.churn",
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      "occurred_at": "2026-09-07 06:15:29.148699+00",
      "observed_since": "2026-09-06",
      "source": "scan",
      "summary": "Stability (fail → pass)",
      "link": "https://verifymcp.io/servers/pipeworx-io-seo-keywords-ads/seo-keywords-ads-mcp#chg-chg_01a07a81-ea3c-7293-b764-a698304d4140"
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    {
      "id": "chg_01a07558-afb0-7383-886a-a68ea5eedd1a",
      "kind": "check.verdict",
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      "subject_kind": "check",
      "subject": "stability",
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      "from_code": "stability.stable",
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      "occurred_at": "2026-09-06 06:12:21.495288+00",
      "observed_since": "2026-09-05",
      "source": "scan",
      "summary": "Stability (pass → fail)",
      "link": "https://verifymcp.io/servers/pipeworx-io-seo-keywords-ads/seo-keywords-ads-mcp#chg-chg_01a07558-afb0-7383-886a-a68ea5eedd1a"
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    {
      "id": "chg_01a07558-afb1-78b8-92fa-a4be3bd5a259",
      "kind": "check.unverifiable",
      "family": "auth-oauth",
      "subject_kind": "check",
      "subject": "auth-oauth",
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      "from_code": "auth.none_destructive",
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      "from_value": "fail",
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      "materiality": "security",
      "direction": "regression",
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      "occurred_at": "2026-09-06 06:12:21.495288+00",
      "observed_since": "2026-09-05",
      "source": "scan",
      "summary": "Authorization (fail → unverified)",
      "link": "https://verifymcp.io/servers/pipeworx-io-seo-keywords-ads/seo-keywords-ads-mcp#chg-chg_01a07558-afb1-78b8-92fa-a4be3bd5a259"
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    {
      "id": "chg_01a07558-afb2-76ca-a50e-8015c7a610f6",
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      "subject_kind": "check",
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      "from_code": "toolsafety.injection_clean",
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      "from_value": "pass",
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      "materiality": "security",
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      "detail": {},
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      "occurred_at": "2026-09-06 06:12:21.495288+00",
      "observed_since": "2026-09-05",
      "source": "scan",
      "summary": "Tool safety (pass → unverified)",
      "link": "https://verifymcp.io/servers/pipeworx-io-seo-keywords-ads/seo-keywords-ads-mcp#chg-chg_01a07558-afb2-76ca-a50e-8015c7a610f6"
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      "subject_kind": "tool",
      "subject": "ask_pipeworx",
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      "from_code": null,
      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "ask_pipeworx"
      },
      "occurred_on": "2026-09-05",
      "occurred_at": "2026-09-05 06:12:17.432946+00",
      "observed_since": "2026-09-04",
      "source": "scan",
      "summary": "Tool “ask_pipeworx” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-seo-keywords-ads/seo-keywords-ads-mcp#chg-chg_01a07032-44fd-7360-9319-7aaf3f908a95"
    },
    {
      "id": "chg_01a07032-44fe-76dc-ab1a-0f8518bdaa62",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "ask_pipeworx_beta",
      "subject_child": "",
      "from_code": null,
      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "ask_pipeworx_beta"
      },
      "occurred_on": "2026-09-05",
      "occurred_at": "2026-09-05 06:12:17.432946+00",
      "observed_since": "2026-09-04",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-seo-keywords-ads/seo-keywords-ads-mcp#chg-chg_01a07032-44fe-76dc-ab1a-0f8518bdaa62"
    },
    {
      "id": "chg_01a07032-44fe-7c1d-a057-981c0e0f54c5",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "ask_pipeworx_grounded",
      "subject_child": "",
      "from_code": null,
      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "ask_pipeworx_grounded"
      },
      "occurred_on": "2026-09-05",
      "occurred_at": "2026-09-05 06:12:17.432946+00",
      "observed_since": "2026-09-04",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-seo-keywords-ads/seo-keywords-ads-mcp#chg-chg_01a07032-44fe-7c1d-a057-981c0e0f54c5"
    },
    {
      "id": "chg_01a07032-4500-7958-99b1-8207c1b39020",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "deep_research",
      "subject_child": "",
      "from_code": null,
      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "deep_research"
      },
      "occurred_on": "2026-09-05",
      "occurred_at": "2026-09-05 06:12:17.432946+00",
      "observed_since": "2026-09-04",
      "source": "scan",
      "summary": "Tool “deep_research” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-seo-keywords-ads/seo-keywords-ads-mcp#chg-chg_01a07032-4500-7958-99b1-8207c1b39020"
    },
    {
      "id": "chg_01a07032-4500-7e0e-9d2c-cbfd46134604",
      "kind": "server.instructions_changed",
      "family": "",
      "subject_kind": "server",
      "subject": "instructions",
      "subject_child": "",
      "from_code": null,
      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {},
      "occurred_on": "2026-09-05",
      "occurred_at": "2026-09-05 06:12:17.432946+00",
      "observed_since": "2026-09-04",
      "source": "scan",
      "summary": "The server rewrote its instructions, which are the text every model session reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-seo-keywords-ads/seo-keywords-ads-mcp#chg-chg_01a07032-4500-7e0e-9d2c-cbfd46134604"
    },
    {
      "id": "chg_01a06b0b-d071-7cb3-95d9-efd903527cf8",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "ask_pipeworx",
      "subject_child": "",
      "from_code": null,
      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "ask_pipeworx"
      },
      "occurred_on": "2026-09-04",
      "occurred_at": "2026-09-04 06:12:11.191152+00",
      "observed_since": "2026-09-03",
      "source": "scan",
      "summary": "Tool “ask_pipeworx” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-seo-keywords-ads/seo-keywords-ads-mcp#chg-chg_01a06b0b-d071-7cb3-95d9-efd903527cf8"
    },
    {
      "id": "chg_01a06b0b-d073-703b-95cb-02b414a39a33",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "ask_pipeworx_beta",
      "subject_child": "",
      "from_code": null,
      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "ask_pipeworx_beta"
      },
      "occurred_on": "2026-09-04",
      "occurred_at": "2026-09-04 06:12:11.191152+00",
      "observed_since": "2026-09-03",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-seo-keywords-ads/seo-keywords-ads-mcp#chg-chg_01a06b0b-d073-703b-95cb-02b414a39a33"
    },
    {
      "id": "chg_01a06b0b-d073-7714-b818-86317e4c82a9",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "ask_pipeworx_grounded",
      "subject_child": "",
      "from_code": null,
      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "ask_pipeworx_grounded"
      },
      "occurred_on": "2026-09-04",
      "occurred_at": "2026-09-04 06:12:11.191152+00",
      "observed_since": "2026-09-03",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-seo-keywords-ads/seo-keywords-ads-mcp#chg-chg_01a06b0b-d073-7714-b818-86317e4c82a9"
    },
    {
      "id": "chg_01a06b0b-d073-7c2b-b923-188dc5240009",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "deep_research",
      "subject_child": "",
      "from_code": null,
      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "deep_research"
      },
      "occurred_on": "2026-09-04",
      "occurred_at": "2026-09-04 06:12:11.191152+00",
      "observed_since": "2026-09-03",
      "source": "scan",
      "summary": "Tool “deep_research” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-seo-keywords-ads/seo-keywords-ads-mcp#chg-chg_01a06b0b-d073-7c2b-b923-188dc5240009"
    },
    {
      "id": "chg_01a06b0b-d074-71fc-a379-96811dde9ef3",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "entity_profile",
      "subject_child": "",
      "from_code": null,
      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "entity_profile"
      },
      "occurred_on": "2026-09-04",
      "occurred_at": "2026-09-04 06:12:11.191152+00",
      "observed_since": "2026-09-03",
      "source": "scan",
      "summary": "Tool “entity_profile” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-seo-keywords-ads/seo-keywords-ads-mcp#chg-chg_01a06b0b-d074-71fc-a379-96811dde9ef3"
    },
    {
      "id": "chg_01a06b0b-d077-7ab2-810d-9b1568a642fe",
      "kind": "server.instructions_changed",
      "family": "",
      "subject_kind": "server",
      "subject": "instructions",
      "subject_child": "",
      "from_code": null,
      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {},
      "occurred_on": "2026-09-04",
      "occurred_at": "2026-09-04 06:12:11.191152+00",
      "observed_since": "2026-09-03",
      "source": "scan",
      "summary": "The server rewrote its instructions, which are the text every model session reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-seo-keywords-ads/seo-keywords-ads-mcp#chg-chg_01a06b0b-d077-7ab2-810d-9b1568a642fe"
    },
    {
      "id": "chg_01a065e5-69ec-7adf-b739-87b5c8cb4dd1",
      "kind": "check.verdict",
      "family": "auth-oauth",
      "subject_kind": "check",
      "subject": "auth-oauth",
      "subject_child": "",
      "from_code": "auth.rfc9728_invoke",
      "to_code": "auth.none_destructive",
      "from_value": "pass",
      "to_value": "fail",
      "materiality": "critical",
      "direction": "regression",
      "score_delta": null,
      "detail": {
        "tool": "forget"
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      "occurred_on": "2026-09-03",
      "occurred_at": "2026-09-03 06:12:08.5779+00",
      "observed_since": "2026-09-02",
      "source": "scan",
      "summary": "Authorization (pass → fail)",
      "link": "https://verifymcp.io/servers/pipeworx-io-seo-keywords-ads/seo-keywords-ads-mcp#chg-chg_01a065e5-69ec-7adf-b739-87b5c8cb4dd1"
    },
    {
      "id": "chg_01a065e5-69ee-70c3-a252-2a982e8d1992",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "ask_pipeworx",
      "subject_child": "",
      "from_code": null,
      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "ask_pipeworx"
      },
      "occurred_on": "2026-09-03",
      "occurred_at": "2026-09-03 06:12:08.5779+00",
      "observed_since": "2026-09-02",
      "source": "scan",
      "summary": "Tool “ask_pipeworx” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-seo-keywords-ads/seo-keywords-ads-mcp#chg-chg_01a065e5-69ee-70c3-a252-2a982e8d1992"
    },
    {
      "id": "chg_01a065e5-69ee-7a84-8820-94ed09ebba97",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "ask_pipeworx_beta",
      "subject_child": "",
      "from_code": null,
      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "ask_pipeworx_beta"
      },
      "occurred_on": "2026-09-03",
      "occurred_at": "2026-09-03 06:12:08.5779+00",
      "observed_since": "2026-09-02",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-seo-keywords-ads/seo-keywords-ads-mcp#chg-chg_01a065e5-69ee-7a84-8820-94ed09ebba97"
    },
    {
      "id": "chg_01a065e5-69ef-7343-adba-05a392267dfc",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "ask_pipeworx_grounded",
      "subject_child": "",
      "from_code": null,
      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "ask_pipeworx_grounded"
      },
      "occurred_on": "2026-09-03",
      "occurred_at": "2026-09-03 06:12:08.5779+00",
      "observed_since": "2026-09-02",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-seo-keywords-ads/seo-keywords-ads-mcp#chg-chg_01a065e5-69ef-7343-adba-05a392267dfc"
    },
    {
      "id": "chg_01a065e5-69ef-78fe-ad9f-cadcff5f2d64",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "deep_research",
      "subject_child": "",
      "from_code": null,
      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "deep_research"
      },
      "occurred_on": "2026-09-03",
      "occurred_at": "2026-09-03 06:12:08.5779+00",
      "observed_since": "2026-09-02",
      "source": "scan",
      "summary": "Tool “deep_research” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-seo-keywords-ads/seo-keywords-ads-mcp#chg-chg_01a065e5-69ef-78fe-ad9f-cadcff5f2d64"
    },
    {
      "id": "chg_01a065e5-69ef-7e65-b428-93e459928434",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "polymarket_kalshi_spread",
      "subject_child": "",
      "from_code": null,
      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "polymarket_kalshi_spread"
      },
      "occurred_on": "2026-09-03",
      "occurred_at": "2026-09-03 06:12:08.5779+00",
      "observed_since": "2026-09-02",
      "source": "scan",
      "summary": "Tool “polymarket_kalshi_spread” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-seo-keywords-ads/seo-keywords-ads-mcp#chg-chg_01a065e5-69ef-7e65-b428-93e459928434"
    },
    {
      "id": "chg_01a065e5-69f0-768b-878e-cf1ec50fe2aa",
      "kind": "server.instructions_changed",
      "family": "",
      "subject_kind": "server",
      "subject": "instructions",
      "subject_child": "",
      "from_code": null,
      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {},
      "occurred_on": "2026-09-03",
      "occurred_at": "2026-09-03 06:12:08.5779+00",
      "observed_since": "2026-09-02",
      "source": "scan",
      "summary": "The server rewrote its instructions, which are the text every model session reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-seo-keywords-ads/seo-keywords-ads-mcp#chg-chg_01a065e5-69f0-768b-878e-cf1ec50fe2aa"
    },
    {
      "id": "chg_01a060be-dbf0-7085-9c38-633c4b1b8fa7",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "ask_pipeworx",
      "subject_child": "",
      "from_code": null,
      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "ask_pipeworx"
      },
      "occurred_on": "2026-09-02",
      "occurred_at": "2026-09-02 06:11:55.70924+00",
      "observed_since": "2026-09-01",
      "source": "scan",
      "summary": "Tool “ask_pipeworx” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-seo-keywords-ads/seo-keywords-ads-mcp#chg-chg_01a060be-dbf0-7085-9c38-633c4b1b8fa7"
    },
    {
      "id": "chg_01a060be-dbf3-7a6e-a942-37e04870aa84",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "ask_pipeworx_beta",
      "subject_child": "",
      "from_code": null,
      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "ask_pipeworx_beta"
      },
      "occurred_on": "2026-09-02",
      "occurred_at": "2026-09-02 06:11:55.70924+00",
      "observed_since": "2026-09-01",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-seo-keywords-ads/seo-keywords-ads-mcp#chg-chg_01a060be-dbf3-7a6e-a942-37e04870aa84"
    },
    {
      "id": "chg_01a060be-dbf4-7014-a819-33be02d1f177",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "ask_pipeworx_grounded",
      "subject_child": "",
      "from_code": null,
      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "ask_pipeworx_grounded"
      },
      "occurred_on": "2026-09-02",
      "occurred_at": "2026-09-02 06:11:55.70924+00",
      "observed_since": "2026-09-01",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-seo-keywords-ads/seo-keywords-ads-mcp#chg-chg_01a060be-dbf4-7014-a819-33be02d1f177"
    },
    {
      "id": "chg_01a060be-dbf5-7c5b-b8dc-773f562b4904",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "deep_research",
      "subject_child": "",
      "from_code": null,
      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "deep_research"
      },
      "occurred_on": "2026-09-02",
      "occurred_at": "2026-09-02 06:11:55.70924+00",
      "observed_since": "2026-09-01",
      "source": "scan",
      "summary": "Tool “deep_research” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-seo-keywords-ads/seo-keywords-ads-mcp#chg-chg_01a060be-dbf5-7c5b-b8dc-773f562b4904"
    },
    {
      "id": "chg_01a060be-dbf7-7009-9fbc-6e11bb46837d",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "resolve_entity",
      "subject_child": "",
      "from_code": null,
      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "resolve_entity"
      },
      "occurred_on": "2026-09-02",
      "occurred_at": "2026-09-02 06:11:55.70924+00",
      "observed_since": "2026-09-01",
      "source": "scan",
      "summary": "Tool “resolve_entity” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-seo-keywords-ads/seo-keywords-ads-mcp#chg-chg_01a060be-dbf7-7009-9fbc-6e11bb46837d"
    },
    {
      "id": "chg_01a060be-dbf9-711b-8299-ebafa29349be",
      "kind": "server.instructions_changed",
      "family": "",
      "subject_kind": "server",
      "subject": "instructions",
      "subject_child": "",
      "from_code": null,
      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {},
      "occurred_on": "2026-09-02",
      "occurred_at": "2026-09-02 06:11:55.70924+00",
      "observed_since": "2026-09-01",
      "source": "scan",
      "summary": "The server rewrote its instructions, which are the text every model session reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-seo-keywords-ads/seo-keywords-ads-mcp#chg-chg_01a060be-dbf9-711b-8299-ebafa29349be"
    },
    {
      "id": "chg_01a05b98-33e9-71e2-a676-4264f4a45d46",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
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      "from_code": null,
      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "ask_pipeworx"
      },
      "occurred_on": "2026-09-01",
      "occurred_at": "2026-09-01 06:11:36.528988+00",
      "observed_since": "2026-08-31",
      "source": "scan",
      "summary": "Tool “ask_pipeworx” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-seo-keywords-ads/seo-keywords-ads-mcp#chg-chg_01a05b98-33e9-71e2-a676-4264f4a45d46"
    },
    {
      "id": "chg_01a05b98-33ea-723c-a639-2af9dbdfcffb",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "ask_pipeworx_beta",
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      "from_code": null,
      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "ask_pipeworx_beta"
      },
      "occurred_on": "2026-09-01",
      "occurred_at": "2026-09-01 06:11:36.528988+00",
      "observed_since": "2026-08-31",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-seo-keywords-ads/seo-keywords-ads-mcp#chg-chg_01a05b98-33ea-723c-a639-2af9dbdfcffb"
    },
    {
      "id": "chg_01a05b98-33ea-794e-ae43-801559fa7bb3",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "ask_pipeworx_grounded",
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      "from_code": null,
      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "ask_pipeworx_grounded"
      },
      "occurred_on": "2026-09-01",
      "occurred_at": "2026-09-01 06:11:36.528988+00",
      "observed_since": "2026-08-31",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-seo-keywords-ads/seo-keywords-ads-mcp#chg-chg_01a05b98-33ea-794e-ae43-801559fa7bb3"
    },
    {
      "id": "chg_01a05b98-33ea-7e83-b0ce-15231f2d2e3c",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
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      "from_code": null,
      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "deep_research"
      },
      "occurred_on": "2026-09-01",
      "occurred_at": "2026-09-01 06:11:36.528988+00",
      "observed_since": "2026-08-31",
      "source": "scan",
      "summary": "Tool “deep_research” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-seo-keywords-ads/seo-keywords-ads-mcp#chg-chg_01a05b98-33ea-7e83-b0ce-15231f2d2e3c"
    },
    {
      "id": "chg_01a05b98-33eb-72e1-9d3c-9fb04969e93c",
      "kind": "server.instructions_changed",
      "family": "",
      "subject_kind": "server",
      "subject": "instructions",
      "subject_child": "",
      "from_code": null,
      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {},
      "occurred_on": "2026-09-01",
      "occurred_at": "2026-09-01 06:11:36.528988+00",
      "observed_since": "2026-08-31",
      "source": "scan",
      "summary": "The server rewrote its instructions, which are the text every model session reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-seo-keywords-ads/seo-keywords-ads-mcp#chg-chg_01a05b98-33eb-72e1-9d3c-9fb04969e93c"
    },
    {
      "id": "chg_01a05671-b5eb-786a-a251-2e640551a9ab",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
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      "subject_child": "",
      "from_code": null,
      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "ask_pipeworx"
      },
      "occurred_on": "2026-08-31",
      "occurred_at": "2026-08-31 06:11:27.672244+00",
      "observed_since": "2026-08-30",
      "source": "scan",
      "summary": "Tool “ask_pipeworx” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-seo-keywords-ads/seo-keywords-ads-mcp#chg-chg_01a05671-b5eb-786a-a251-2e640551a9ab"
    },
    {
      "id": "chg_01a05671-b5ef-773e-baee-ca7044c00c7e",
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      "family": "",
      "subject_kind": "tool",
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      "from_code": null,
      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "ask_pipeworx_beta"
      },
      "occurred_on": "2026-08-31",
      "occurred_at": "2026-08-31 06:11:27.672244+00",
      "observed_since": "2026-08-30",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-seo-keywords-ads/seo-keywords-ads-mcp#chg-chg_01a05671-b5ef-773e-baee-ca7044c00c7e"
    },
    {
      "id": "chg_01a05671-b5ef-7b64-b423-301b4da8bcbb",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "ask_pipeworx_grounded",
      "subject_child": "",
      "from_code": null,
      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "ask_pipeworx_grounded"
      },
      "occurred_on": "2026-08-31",
      "occurred_at": "2026-08-31 06:11:27.672244+00",
      "observed_since": "2026-08-30",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-seo-keywords-ads/seo-keywords-ads-mcp#chg-chg_01a05671-b5ef-7b64-b423-301b4da8bcbb"
    },
    {
      "id": "chg_01a05671-b5ef-7f15-874f-edc6da85ca12",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
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      "from_code": null,
      "to_code": null,
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      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "deep_research"
      },
      "occurred_on": "2026-08-31",
      "occurred_at": "2026-08-31 06:11:27.672244+00",
      "observed_since": "2026-08-30",
      "source": "scan",
      "summary": "Tool “deep_research” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-seo-keywords-ads/seo-keywords-ads-mcp#chg-chg_01a05671-b5ef-7f15-874f-edc6da85ca12"
    },
    {
      "id": "chg_01a05671-b5f0-73b3-893c-9dfed86c416a",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "polymarket_kalshi_spread",
      "subject_child": "",
      "from_code": null,
      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "polymarket_kalshi_spread"
      },
      "occurred_on": "2026-08-31",
      "occurred_at": "2026-08-31 06:11:27.672244+00",
      "observed_since": "2026-08-30",
      "source": "scan",
      "summary": "Tool “polymarket_kalshi_spread” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-seo-keywords-ads/seo-keywords-ads-mcp#chg-chg_01a05671-b5f0-73b3-893c-9dfed86c416a"
    },
    {
      "id": "chg_01a05671-b5f1-7036-8317-6c3504509141",
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      "family": "",
      "subject_kind": "server",
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      "from_code": null,
      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {},
      "occurred_on": "2026-08-31",
      "occurred_at": "2026-08-31 06:11:27.672244+00",
      "observed_since": "2026-08-30",
      "source": "scan",
      "summary": "The server rewrote its instructions, which are the text every model session reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-seo-keywords-ads/seo-keywords-ads-mcp#chg-chg_01a05671-b5f1-7036-8317-6c3504509141"
    },
    {
      "id": "chg_01a04c25-22ba-73ae-a589-0483c507e7aa",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "ask_pipeworx",
      "subject_child": "",
      "from_code": null,
      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "ask_pipeworx"
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      "occurred_on": "2026-08-29",
      "occurred_at": "2026-08-29 06:11:37.169778+00",
      "observed_since": "2026-08-28",
      "source": "scan",
      "summary": "Tool “ask_pipeworx” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-seo-keywords-ads/seo-keywords-ads-mcp#chg-chg_01a04c25-22ba-73ae-a589-0483c507e7aa"
    },
    {
      "id": "chg_01a04c25-22cc-7251-bea9-201c5277dac1",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "ask_pipeworx_beta",
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      "from_code": null,
      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
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      "score_delta": null,
      "detail": {
        "tool": "ask_pipeworx_beta"
      },
      "occurred_on": "2026-08-29",
      "occurred_at": "2026-08-29 06:11:37.169778+00",
      "observed_since": "2026-08-28",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-seo-keywords-ads/seo-keywords-ads-mcp#chg-chg_01a04c25-22cc-7251-bea9-201c5277dac1"
    },
    {
      "id": "chg_01a04c25-22cd-700e-8bd4-0f9d5c128194",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "ask_pipeworx_grounded",
      "subject_child": "",
      "from_code": null,
      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "ask_pipeworx_grounded"
      },
      "occurred_on": "2026-08-29",
      "occurred_at": "2026-08-29 06:11:37.169778+00",
      "observed_since": "2026-08-28",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-seo-keywords-ads/seo-keywords-ads-mcp#chg-chg_01a04c25-22cd-700e-8bd4-0f9d5c128194"
    },
    {
      "id": "chg_01a04c25-22cd-794f-9d1f-57631769f25d",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
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      "from_code": null,
      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "deep_research"
      },
      "occurred_on": "2026-08-29",
      "occurred_at": "2026-08-29 06:11:37.169778+00",
      "observed_since": "2026-08-28",
      "source": "scan",
      "summary": "Tool “deep_research” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-seo-keywords-ads/seo-keywords-ads-mcp#chg-chg_01a04c25-22cd-794f-9d1f-57631769f25d"
    },
    {
      "id": "chg_01a04c25-22cd-7e45-ab61-a2dbea679ab5",
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      "family": "",
      "subject_kind": "server",
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      "subject_child": "",
      "from_code": null,
      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {},
      "occurred_on": "2026-08-29",
      "occurred_at": "2026-08-29 06:11:37.169778+00",
      "observed_since": "2026-08-28",
      "source": "scan",
      "summary": "The server rewrote its instructions, which are the text every model session reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-seo-keywords-ads/seo-keywords-ads-mcp#chg-chg_01a04c25-22cd-7e45-ab61-a2dbea679ab5"
    },
    {
      "id": "chg_01a041d8-0681-7d54-9cff-4affc7b1995f",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "ask_pipeworx",
      "subject_child": "",
      "from_code": null,
      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "ask_pipeworx"
      },
      "occurred_on": "2026-08-27",
      "occurred_at": "2026-08-27 06:11:11.566873+00",
      "observed_since": "2026-08-26",
      "source": "scan",
      "summary": "Tool “ask_pipeworx” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-seo-keywords-ads/seo-keywords-ads-mcp#chg-chg_01a041d8-0681-7d54-9cff-4affc7b1995f"
    },
    {
      "id": "chg_01a041d8-0683-7c08-8e81-cd5526518d24",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "ask_pipeworx_beta",
      "subject_child": "",
      "from_code": null,
      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "ask_pipeworx_beta"
      },
      "occurred_on": "2026-08-27",
      "occurred_at": "2026-08-27 06:11:11.566873+00",
      "observed_since": "2026-08-26",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-seo-keywords-ads/seo-keywords-ads-mcp#chg-chg_01a041d8-0683-7c08-8e81-cd5526518d24"
    },
    {
      "id": "chg_01a041d8-0684-744e-b6b2-751ae69beea2",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "ask_pipeworx_grounded",
      "subject_child": "",
      "from_code": null,
      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "ask_pipeworx_grounded"
      },
      "occurred_on": "2026-08-27",
      "occurred_at": "2026-08-27 06:11:11.566873+00",
      "observed_since": "2026-08-26",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-seo-keywords-ads/seo-keywords-ads-mcp#chg-chg_01a041d8-0684-744e-b6b2-751ae69beea2"
    },
    {
      "id": "chg_01a041d8-0684-79bc-8117-811c7050fff3",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "deep_research",
      "subject_child": "",
      "from_code": null,
      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "deep_research"
      },
      "occurred_on": "2026-08-27",
      "occurred_at": "2026-08-27 06:11:11.566873+00",
      "observed_since": "2026-08-26",
      "source": "scan",
      "summary": "Tool “deep_research” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-seo-keywords-ads/seo-keywords-ads-mcp#chg-chg_01a041d8-0684-79bc-8117-811c7050fff3"
    },
    {
      "id": "chg_01a041d8-0685-7004-8853-8992d2e4bb29",
      "kind": "server.instructions_changed",
      "family": "",
      "subject_kind": "server",
      "subject": "instructions",
      "subject_child": "",
      "from_code": null,
      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {},
      "occurred_on": "2026-08-27",
      "occurred_at": "2026-08-27 06:11:11.566873+00",
      "observed_since": "2026-08-26",
      "source": "scan",
      "summary": "The server rewrote its instructions, which are the text every model session reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-seo-keywords-ads/seo-keywords-ads-mcp#chg-chg_01a041d8-0685-7004-8853-8992d2e4bb29"
    },
    {
      "id": "chg_01a0378b-2b73-7e58-a443-f4a7cd0ec528",
      "kind": "check.verdict",
      "family": "stability",
      "subject_kind": "check",
      "subject": "stability",
      "subject_child": "",
      "from_code": "stability.building_history",
      "to_code": "stability.stable",
      "from_value": "0.97",
      "to_value": "pass",
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {},
      "occurred_on": "2026-08-25",
      "occurred_at": "2026-08-25 06:11:02.525789+00",
      "observed_since": "2026-08-24",
      "source": "scan",
      "summary": "Stability (0.97 → pass)",
      "link": "https://verifymcp.io/servers/pipeworx-io-seo-keywords-ads/seo-keywords-ads-mcp#chg-chg_01a0378b-2b73-7e58-a443-f4a7cd0ec528"
    },
    {
      "id": "chg_01a02d3e-3108-7b52-8c75-f07cf8b5cdda",
      "kind": "check.verdict",
      "family": "auth-oauth",
      "subject_kind": "check",
      "subject": "auth-oauth",
      "subject_child": "",
      "from_code": "auth.none_destructive",
      "to_code": "auth.rfc9728_invoke",
      "from_value": "fail",
      "to_value": "pass",
      "materiality": "security",
      "direction": "improvement",
      "score_delta": null,
      "detail": {},
      "occurred_on": "2026-08-23",
      "occurred_at": "2026-08-23 06:10:45.556868+00",
      "observed_since": "2026-08-22",
      "source": "scan",
      "summary": "Authorization (fail → pass)",
      "link": "https://verifymcp.io/servers/pipeworx-io-seo-keywords-ads/seo-keywords-ads-mcp#chg-chg_01a02d3e-3108-7b52-8c75-f07cf8b5cdda"
    },
    {
      "id": "chg_01a02d3e-3109-7847-8c39-4908cdbd9fb7",
      "kind": "check.appeared",
      "family": "auth-registration",
      "subject_kind": "check",
      "subject": "auth-registration",
      "subject_child": "",
      "from_code": null,
      "to_code": "auth.registration_cimd",
      "from_value": null,
      "to_value": "pass",
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {},
      "occurred_on": "2026-08-23",
      "occurred_at": "2026-08-23 06:10:45.556868+00",
      "observed_since": "2026-08-22",
      "source": "scan",
      "summary": "First check of Authorization (pass)",
      "link": "https://verifymcp.io/servers/pipeworx-io-seo-keywords-ads/seo-keywords-ads-mcp#chg-chg_01a02d3e-3109-7847-8c39-4908cdbd9fb7"
    },
    {
      "id": "chg_01a02d3e-3109-7c8a-a062-3db81f6f0878",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "ask_pipeworx",
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      "from_code": null,
      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "ask_pipeworx"
      },
      "occurred_on": "2026-08-23",
      "occurred_at": "2026-08-23 06:10:45.556868+00",
      "observed_since": "2026-08-22",
      "source": "scan",
      "summary": "Tool “ask_pipeworx” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-seo-keywords-ads/seo-keywords-ads-mcp#chg-chg_01a02d3e-3109-7c8a-a062-3db81f6f0878"
    },
    {
      "id": "chg_01a02d3e-310a-70b0-aa0a-e83e1c84801f",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "ask_pipeworx_beta",
      "subject_child": "",
      "from_code": null,
      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "ask_pipeworx_beta"
      },
      "occurred_on": "2026-08-23",
      "occurred_at": "2026-08-23 06:10:45.556868+00",
      "observed_since": "2026-08-22",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-seo-keywords-ads/seo-keywords-ads-mcp#chg-chg_01a02d3e-310a-70b0-aa0a-e83e1c84801f"
    },
    {
      "id": "chg_01a02d3e-310a-74cb-9e83-d382950f4d24",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
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      "from_code": null,
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      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "ask_pipeworx_grounded"
      },
      "occurred_on": "2026-08-23",
      "occurred_at": "2026-08-23 06:10:45.556868+00",
      "observed_since": "2026-08-22",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-seo-keywords-ads/seo-keywords-ads-mcp#chg-chg_01a02d3e-310a-74cb-9e83-d382950f4d24"
    },
    {
      "id": "chg_01a02d3e-310a-7889-beb8-20405df55806",
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      "family": "",
      "subject_kind": "tool",
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      "from_code": null,
      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "deep_research"
      },
      "occurred_on": "2026-08-23",
      "occurred_at": "2026-08-23 06:10:45.556868+00",
      "observed_since": "2026-08-22",
      "source": "scan",
      "summary": "Tool “deep_research” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-seo-keywords-ads/seo-keywords-ads-mcp#chg-chg_01a02d3e-310a-7889-beb8-20405df55806"
    },
    {
      "id": "chg_01a02d3e-310a-7c83-8134-1ebb41174b4a",
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      "family": "",
      "subject_kind": "server",
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      "subject_child": "",
      "from_code": null,
      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {},
      "occurred_on": "2026-08-23",
      "occurred_at": "2026-08-23 06:10:45.556868+00",
      "observed_since": "2026-08-22",
      "source": "scan",
      "summary": "The server rewrote its instructions, which are the text every model session reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-seo-keywords-ads/seo-keywords-ads-mcp#chg-chg_01a02d3e-310a-7c83-8134-1ebb41174b4a"
    },
    {
      "id": "chg_01a02817-86b8-7c25-bf02-1d0b7a33753e",
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      "family": "auth-oauth",
      "subject_kind": "check",
      "subject": "auth-oauth",
      "subject_child": "",
      "from_code": "auth.none_destructive_unverified",
      "to_code": "auth.none_destructive",
      "from_value": "unverified",
      "to_value": "fail",
      "materiality": "critical",
      "direction": "regression",
      "score_delta": null,
      "detail": {
        "tool": "forget"
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      "occurred_on": "2026-08-22",
      "occurred_at": "2026-08-22 06:10:25.487443+00",
      "observed_since": "2026-08-21",
      "source": "scan",
      "summary": "Authorization (unverified → fail)",
      "link": "https://verifymcp.io/servers/pipeworx-io-seo-keywords-ads/seo-keywords-ads-mcp#chg-chg_01a02817-86b8-7c25-bf02-1d0b7a33753e"
    },
    {
      "id": "chg_01a02817-86b9-7d2a-9828-114605d0047e",
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      "family": "",
      "subject_kind": "tool",
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      "from_code": null,
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      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "ask_pipeworx"
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      "occurred_on": "2026-08-22",
      "occurred_at": "2026-08-22 06:10:25.487443+00",
      "observed_since": "2026-08-21",
      "source": "scan",
      "summary": "Tool “ask_pipeworx” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-seo-keywords-ads/seo-keywords-ads-mcp#chg-chg_01a02817-86b9-7d2a-9828-114605d0047e"
    },
    {
      "id": "chg_01a02817-86ba-7301-b367-4b16a7be5d8b",
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      "subject_kind": "tool",
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      "from_code": null,
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      "from_value": null,
      "to_value": null,
      "materiality": "security",
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      "score_delta": null,
      "detail": {
        "tool": "ask_pipeworx_beta"
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      "occurred_on": "2026-08-22",
      "occurred_at": "2026-08-22 06:10:25.487443+00",
      "observed_since": "2026-08-21",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-seo-keywords-ads/seo-keywords-ads-mcp#chg-chg_01a02817-86ba-7301-b367-4b16a7be5d8b"
    },
    {
      "id": "chg_01a02817-86ba-77df-9c7f-640fc7115588",
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      "subject_kind": "tool",
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      "materiality": "security",
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      "detail": {
        "tool": "ask_pipeworx_grounded"
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      "occurred_on": "2026-08-22",
      "occurred_at": "2026-08-22 06:10:25.487443+00",
      "observed_since": "2026-08-21",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-seo-keywords-ads/seo-keywords-ads-mcp#chg-chg_01a02817-86ba-77df-9c7f-640fc7115588"
    },
    {
      "id": "chg_01a02817-86ba-7c62-9d81-19b7f7a679a8",
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      "to_value": null,
      "materiality": "security",
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      "score_delta": null,
      "detail": {
        "tool": "deep_research"
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      "occurred_on": "2026-08-22",
      "occurred_at": "2026-08-22 06:10:25.487443+00",
      "observed_since": "2026-08-21",
      "source": "scan",
      "summary": "Tool “deep_research” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-seo-keywords-ads/seo-keywords-ads-mcp#chg-chg_01a02817-86ba-7c62-9d81-19b7f7a679a8"
    },
    {
      "id": "chg_01a02817-86bb-7149-8858-42d2bf00723b",
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      "subject_kind": "server",
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      "materiality": "security",
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      "score_delta": null,
      "detail": {},
      "occurred_on": "2026-08-22",
      "occurred_at": "2026-08-22 06:10:25.487443+00",
      "observed_since": "2026-08-21",
      "source": "scan",
      "summary": "The server rewrote its instructions, which are the text every model session reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-seo-keywords-ads/seo-keywords-ads-mcp#chg-chg_01a02817-86bb-7149-8858-42d2bf00723b"
    },
    {
      "id": "chg_01a022f1-9086-7ccd-86d3-002412ffb8da",
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      "subject_kind": "tool",
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      "from_code": null,
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      "materiality": "security",
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      "detail": {
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      "occurred_on": "2026-08-21",
      "occurred_at": "2026-08-21 06:10:51.508074+00",
      "observed_since": "2026-08-20",
      "source": "scan",
      "summary": "Tool “ask_pipeworx” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-seo-keywords-ads/seo-keywords-ads-mcp#chg-chg_01a022f1-9086-7ccd-86d3-002412ffb8da"
    },
    {
      "id": "chg_01a022f1-9088-77ab-b378-63805fd1ab49",
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      "subject_kind": "tool",
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      "from_code": null,
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      "from_value": null,
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      "materiality": "security",
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      "score_delta": null,
      "detail": {
        "tool": "ask_pipeworx_beta"
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      "occurred_on": "2026-08-21",
      "occurred_at": "2026-08-21 06:10:51.508074+00",
      "observed_since": "2026-08-20",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-seo-keywords-ads/seo-keywords-ads-mcp#chg-chg_01a022f1-9088-77ab-b378-63805fd1ab49"
    },
    {
      "id": "chg_01a022f1-9089-7556-9d3a-cd9f58c43a90",
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      "subject_kind": "tool",
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      "materiality": "security",
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      "occurred_on": "2026-08-21",
      "occurred_at": "2026-08-21 06:10:51.508074+00",
      "observed_since": "2026-08-20",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-seo-keywords-ads/seo-keywords-ads-mcp#chg-chg_01a022f1-9089-7556-9d3a-cd9f58c43a90"
    },
    {
      "id": "chg_01a022f1-9089-7d74-9fa7-7baaf6865ba3",
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      "subject_kind": "tool",
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      "from_code": null,
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      "to_value": null,
      "materiality": "security",
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      "score_delta": null,
      "detail": {
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      "occurred_on": "2026-08-21",
      "occurred_at": "2026-08-21 06:10:51.508074+00",
      "observed_since": "2026-08-20",
      "source": "scan",
      "summary": "Tool “deep_research” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-seo-keywords-ads/seo-keywords-ads-mcp#chg-chg_01a022f1-9089-7d74-9fa7-7baaf6865ba3"
    },
    {
      "id": "chg_01a022f1-908a-72b6-9c8e-ee44c59daefd",
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      "subject_kind": "server",
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      "to_value": null,
      "materiality": "security",
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      "score_delta": null,
      "detail": {},
      "occurred_on": "2026-08-21",
      "occurred_at": "2026-08-21 06:10:51.508074+00",
      "observed_since": "2026-08-20",
      "source": "scan",
      "summary": "The server rewrote its instructions, which are the text every model session reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-seo-keywords-ads/seo-keywords-ads-mcp#chg-chg_01a022f1-908a-72b6-9c8e-ee44c59daefd"
    },
    {
      "id": "chg_01a01dcb-248d-7b24-b7e1-7c29621fe9d0",
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      "subject_kind": "tool",
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      "materiality": "security",
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      "detail": {
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      "occurred_on": "2026-08-20",
      "occurred_at": "2026-08-20 06:10:47.224363+00",
      "observed_since": "2026-08-19",
      "source": "scan",
      "summary": "Tool “ask_pipeworx” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-seo-keywords-ads/seo-keywords-ads-mcp#chg-chg_01a01dcb-248d-7b24-b7e1-7c29621fe9d0"
    },
    {
      "id": "chg_01a01dcb-248f-7a68-b198-abec0383acc9",
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      "subject_kind": "tool",
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      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "ask_pipeworx_beta"
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      "occurred_on": "2026-08-20",
      "occurred_at": "2026-08-20 06:10:47.224363+00",
      "observed_since": "2026-08-19",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-seo-keywords-ads/seo-keywords-ads-mcp#chg-chg_01a01dcb-248f-7a68-b198-abec0383acc9"
    },
    {
      "id": "chg_01a01dcb-2490-74af-9e8b-803bdb7849b0",
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      "family": "",
      "subject_kind": "tool",
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      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "ask_pipeworx_grounded"
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      "occurred_on": "2026-08-20",
      "occurred_at": "2026-08-20 06:10:47.224363+00",
      "observed_since": "2026-08-19",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-seo-keywords-ads/seo-keywords-ads-mcp#chg-chg_01a01dcb-2490-74af-9e8b-803bdb7849b0"
    },
    {
      "id": "chg_01a01dcb-2491-7bea-8cc7-dbec2bf07052",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
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      "from_code": null,
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      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "deep_research"
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      "occurred_on": "2026-08-20",
      "occurred_at": "2026-08-20 06:10:47.224363+00",
      "observed_since": "2026-08-19",
      "source": "scan",
      "summary": "Tool “deep_research” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-seo-keywords-ads/seo-keywords-ads-mcp#chg-chg_01a01dcb-2491-7bea-8cc7-dbec2bf07052"
    },
    {
      "id": "chg_01a01dcb-2492-71da-8757-26440bfb8d87",
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      "family": "",
      "subject_kind": "server",
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      "from_code": null,
      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {},
      "occurred_on": "2026-08-20",
      "occurred_at": "2026-08-20 06:10:47.224363+00",
      "observed_since": "2026-08-19",
      "source": "scan",
      "summary": "The server rewrote its instructions, which are the text every model session reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-seo-keywords-ads/seo-keywords-ads-mcp#chg-chg_01a01dcb-2492-71da-8757-26440bfb8d87"
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    {
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      "source": "scan",
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