{
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  "server": "com-agentdatafeed-agentdatafeed",
  "component": "agentdatafeed",
  "generated_at": "2026-11-05T05:39:54.836Z",
  "tracking_since": "2026-10-09",
  "counts": {
    "critical": 0,
    "security": 20,
    "functional": 0,
    "cosmetic": 0
  },
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      "observed_since": "2026-10-24",
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      "summary": "Tool “list_datasets” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/com-agentdatafeed-agentdatafeed/agentdatafeed#chg-chg_01a1705b-de62-7c2c-87d1-3e669e5cef29"
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    {
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      "occurred_at": "2026-10-25 00:00:31.26559+00",
      "observed_since": "2026-10-24",
      "source": "scan",
      "summary": "Tool “query_dataset” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/com-agentdatafeed-agentdatafeed/agentdatafeed#chg-chg_01a1705b-de6a-75c0-8133-6ebfd1f390bc"
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    {
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      "occurred_at": "2026-10-25 00:00:31.26559+00",
      "observed_since": "2026-10-24",
      "source": "scan",
      "summary": "The server rewrote its instructions, which are the text every model session reads",
      "link": "https://verifymcp.io/servers/com-agentdatafeed-agentdatafeed/agentdatafeed#chg-chg_01a1705b-de6c-736f-90b3-721ee131fe2b"
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    {
      "id": "chg_01a16ac7-46e3-75fc-84b7-312646c99381",
      "kind": "tool.description_changed",
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      "subject_kind": "tool",
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      "detail": {
        "tool": "list_datasets"
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      "occurred_on": "2026-10-23",
      "occurred_at": "2026-10-23 22:00:06.813356+00",
      "observed_since": "2026-10-23",
      "source": "scan",
      "summary": "Tool “list_datasets” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/com-agentdatafeed-agentdatafeed/agentdatafeed#chg-chg_01a16ac7-46e3-75fc-84b7-312646c99381"
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    {
      "id": "chg_01a16ac7-46f6-7b82-b48b-352fa2b5299d",
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      "subject_kind": "tool",
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      "from_code": null,
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      "detail": {
        "tool": "query_dataset"
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      "occurred_on": "2026-10-23",
      "occurred_at": "2026-10-23 22:00:06.813356+00",
      "observed_since": "2026-10-23",
      "source": "scan",
      "summary": "Tool “query_dataset” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/com-agentdatafeed-agentdatafeed/agentdatafeed#chg-chg_01a16ac7-46f6-7b82-b48b-352fa2b5299d"
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    {
      "id": "chg_01a16ac7-46ff-7730-800f-5d9a60b52927",
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      "subject_kind": "server",
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      "materiality": "security",
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      "detail": {},
      "occurred_on": "2026-10-23",
      "occurred_at": "2026-10-23 22:00:06.813356+00",
      "observed_since": "2026-10-23",
      "source": "scan",
      "summary": "The server rewrote its instructions, which are the text every model session reads",
      "link": "https://verifymcp.io/servers/com-agentdatafeed-agentdatafeed/agentdatafeed#chg-chg_01a16ac7-46ff-7730-800f-5d9a60b52927"
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    {
      "id": "chg_01a16344-f65c-7662-835d-24c4271d4f8b",
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      "family": "",
      "subject_kind": "tool",
      "subject": "list_datasets",
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      "from_code": null,
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      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
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      "detail": {
        "tool": "list_datasets"
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      "occurred_on": "2026-10-22",
      "occurred_at": "2026-10-22 11:00:26.285935+00",
      "observed_since": "2026-10-22",
      "source": "scan",
      "summary": "Tool “list_datasets” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/com-agentdatafeed-agentdatafeed/agentdatafeed#chg-chg_01a16344-f65c-7662-835d-24c4271d4f8b"
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    {
      "id": "chg_01a16344-f65d-7e79-9687-8ad7a478d1e1",
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      "family": "",
      "subject_kind": "tool",
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      "from_code": null,
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      "materiality": "security",
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      "detail": {
        "tool": "query_dataset"
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      "occurred_on": "2026-10-22",
      "occurred_at": "2026-10-22 11:00:26.285935+00",
      "observed_since": "2026-10-22",
      "source": "scan",
      "summary": "Tool “query_dataset” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/com-agentdatafeed-agentdatafeed/agentdatafeed#chg-chg_01a16344-f65d-7e79-9687-8ad7a478d1e1"
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    {
      "id": "chg_01a16344-f660-713f-8625-5d43d8c3d99d",
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      "subject_kind": "server",
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      "materiality": "security",
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      "score_delta": null,
      "detail": {},
      "occurred_on": "2026-10-22",
      "occurred_at": "2026-10-22 11:00:26.285935+00",
      "observed_since": "2026-10-22",
      "source": "scan",
      "summary": "The server rewrote its instructions, which are the text every model session reads",
      "link": "https://verifymcp.io/servers/com-agentdatafeed-agentdatafeed/agentdatafeed#chg-chg_01a16344-f660-713f-8625-5d43d8c3d99d"
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    {
      "id": "chg_01a14be1-0d0b-7aa8-b56d-9271b8670017",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "list_datasets",
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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": "list_datasets"
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      "occurred_on": "2026-10-17",
      "occurred_at": "2026-10-17 22:00:02.250201+00",
      "observed_since": "2026-10-17",
      "source": "scan",
      "summary": "Tool “list_datasets” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/com-agentdatafeed-agentdatafeed/agentdatafeed#chg-chg_01a14be1-0d0b-7aa8-b56d-9271b8670017"
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    {
      "id": "chg_01a14be1-0d0f-74a6-bd9c-f5240fbbac61",
      "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": "query_dataset"
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      "occurred_on": "2026-10-17",
      "occurred_at": "2026-10-17 22:00:02.250201+00",
      "observed_since": "2026-10-17",
      "source": "scan",
      "summary": "Tool “query_dataset” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/com-agentdatafeed-agentdatafeed/agentdatafeed#chg-chg_01a14be1-0d0f-74a6-bd9c-f5240fbbac61"
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    {
      "id": "chg_01a14be1-0d14-7c35-b58d-3f53d7f9efa6",
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      "family": "",
      "subject_kind": "server",
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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": {},
      "occurred_on": "2026-10-17",
      "occurred_at": "2026-10-17 22:00:02.250201+00",
      "observed_since": "2026-10-17",
      "source": "scan",
      "summary": "The server rewrote its instructions, which are the text every model session reads",
      "link": "https://verifymcp.io/servers/com-agentdatafeed-agentdatafeed/agentdatafeed#chg-chg_01a14be1-0d14-7c35-b58d-3f53d7f9efa6"
    },
    {
      "id": "chg_01a146ba-c7b8-7429-a462-1dcdfe7a9ada",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "list_datasets",
      "subject_child": "",
      "from_code": null,
      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "list_datasets"
      },
      "occurred_on": "2026-10-16",
      "occurred_at": "2026-10-16 22:00:08.343311+00",
      "observed_since": "2026-10-16",
      "source": "scan",
      "summary": "Tool “list_datasets” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/com-agentdatafeed-agentdatafeed/agentdatafeed#chg-chg_01a146ba-c7b8-7429-a462-1dcdfe7a9ada"
    },
    {
      "id": "chg_01a146ba-c7b9-774a-ba79-87997b0fd123",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "query_dataset",
      "subject_child": "",
      "from_code": null,
      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "query_dataset"
      },
      "occurred_on": "2026-10-16",
      "occurred_at": "2026-10-16 22:00:08.343311+00",
      "observed_since": "2026-10-16",
      "source": "scan",
      "summary": "Tool “query_dataset” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/com-agentdatafeed-agentdatafeed/agentdatafeed#chg-chg_01a146ba-c7b9-774a-ba79-87997b0fd123"
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    {
      "id": "chg_01a146ba-c7ba-77a2-8db4-ea4e3df217ec",
      "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": "2026-10-16",
      "occurred_at": "2026-10-16 22:00:08.343311+00",
      "observed_since": "2026-10-16",
      "source": "scan",
      "summary": "The server rewrote its instructions, which are the text every model session reads",
      "link": "https://verifymcp.io/servers/com-agentdatafeed-agentdatafeed/agentdatafeed#chg-chg_01a146ba-c7ba-77a2-8db4-ea4e3df217ec"
    },
    {
      "id": "chg_01a12fdf-78d8-7306-bdff-f172906f4831",
      "kind": "check.reverified",
      "family": "auth-oauth",
      "subject_kind": "check",
      "subject": "auth-oauth",
      "subject_child": "",
      "from_code": "auth.none_undeclared",
      "to_code": "auth.none_no_destructive",
      "from_value": "unverified",
      "to_value": "partial",
      "materiality": "security",
      "direction": "improvement",
      "score_delta": null,
      "detail": {},
      "occurred_on": "2026-10-12",
      "occurred_at": "2026-10-12 11:28:53.645649+00",
      "observed_since": "2026-10-10",
      "source": "scan",
      "summary": "Authorization (unverified → partial)",
      "link": "https://verifymcp.io/servers/com-agentdatafeed-agentdatafeed/agentdatafeed#chg-chg_01a12fdf-78d8-7306-bdff-f172906f4831"
    },
    {
      "id": "chg_01a12fdf-7a0c-7a33-92c8-e6fe387615b7",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "get_sample",
      "subject_child": "",
      "from_code": null,
      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "get_sample"
      },
      "occurred_on": "2026-10-12",
      "occurred_at": "2026-10-12 11:28:53.645649+00",
      "observed_since": "2026-10-12",
      "source": "scan",
      "summary": "Tool “get_sample” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/com-agentdatafeed-agentdatafeed/agentdatafeed#chg-chg_01a12fdf-7a0c-7a33-92c8-e6fe387615b7"
    },
    {
      "id": "chg_01a12fdf-7ac9-7c69-94a3-7e4170f7a769",
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      "family": "",
      "subject_kind": "server",
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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": {},
      "occurred_on": "2026-10-12",
      "occurred_at": "2026-10-12 11:28:53.645649+00",
      "observed_since": "2026-10-12",
      "source": "scan",
      "summary": "The server rewrote its instructions, which are the text every model session reads",
      "link": "https://verifymcp.io/servers/com-agentdatafeed-agentdatafeed/agentdatafeed#chg-chg_01a12fdf-7ac9-7c69-94a3-7e4170f7a769"
    },
    {
      "id": "chg_01a12e65-d8ec-737c-9068-4cbd2f3ce45a",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "list_datasets",
      "subject_child": "",
      "from_code": null,
      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "list_datasets"
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      "occurred_on": "2026-10-12",
      "occurred_at": "2026-10-12 04:36:26.347998+00",
      "observed_since": "2026-10-10",
      "source": "scan",
      "summary": "Tool “list_datasets” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/com-agentdatafeed-agentdatafeed/agentdatafeed#chg-chg_01a12e65-d8ec-737c-9068-4cbd2f3ce45a"
    },
    {
      "id": "chg_01a12e65-d903-792f-b927-6c029fc3f2f3",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "query_dataset",
      "subject_child": "",
      "from_code": null,
      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "query_dataset"
      },
      "occurred_on": "2026-10-12",
      "occurred_at": "2026-10-12 04:36:26.347998+00",
      "observed_since": "2026-10-10",
      "source": "scan",
      "summary": "Tool “query_dataset” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/com-agentdatafeed-agentdatafeed/agentdatafeed#chg-chg_01a12e65-d903-792f-b927-6c029fc3f2f3"
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  ],
  "days": [
    {
      "date": "2026-11-04",
      "total": 82,
      "delta": 1,
      "tracked": true,
      "explained": false,
      "beyond_event_horizon": false,
      "attribution": {
        "category": "Stability & Change Management",
        "from": 83,
        "to": 87,
        "delta": 4,
        "others": [],
        "accrual": {
          "code": "stability.building_history",
          "from_days": 25,
          "to_days": 26
        },
        "partial": false,
        "compared_to": "2026-11-03",
        "summary": "No change was recorded against any check on this day. Stability & Change Management went from 83 to 87. That category is still filling its 30-day observation window: 25 days of observed history at the previous scan, 26 at this one. The score rises as the window fills, whether or not the server changes."
      },
      "event_count": 0
    },
    {
      "date": "2026-11-01",
      "total": 81,
      "delta": 1,
      "tracked": true,
      "explained": false,
      "beyond_event_horizon": false,
      "attribution": {
        "category": "Stability & Change Management",
        "from": 73,
        "to": 77,
        "delta": 4,
        "others": [],
        "accrual": {
          "code": "stability.building_history",
          "from_days": 22,
          "to_days": 23
        },
        "partial": false,
        "compared_to": "2026-10-31",
        "summary": "No change was recorded against any check on this day. Stability & Change Management went from 73 to 77. That category is still filling its 30-day observation window: 22 days of observed history at the previous scan, 23 at this one. The score rises as the window fills, whether or not the server changes."
      },
      "event_count": 0
    },
    {
      "date": "2026-10-30",
      "total": 80,
      "delta": 1,
      "tracked": true,
      "explained": false,
      "beyond_event_horizon": false,
      "attribution": {
        "category": "Stability & Change Management",
        "from": 67,
        "to": 70,
        "delta": 3,
        "others": [],
        "accrual": {
          "code": "stability.building_history",
          "from_days": 20,
          "to_days": 21
        },
        "partial": false,
        "compared_to": "2026-10-29",
        "summary": "No change was recorded against any check on this day. Stability & Change Management went from 67 to 70. That category is still filling its 30-day observation window: 20 days of observed history at the previous scan, 21 at this one. The score rises as the window fills, whether or not the server changes."
      },
      "event_count": 0
    },
    {
      "date": "2026-10-28",
      "total": 79,
      "delta": 1,
      "tracked": true,
      "explained": false,
      "beyond_event_horizon": false,
      "attribution": {
        "category": "Stability & Change Management",
        "from": 60,
        "to": 63,
        "delta": 3,
        "others": [],
        "accrual": {
          "code": "stability.building_history",
          "from_days": 18,
          "to_days": 19
        },
        "partial": false,
        "compared_to": "2026-10-27",
        "summary": "No change was recorded against any check on this day. Stability & Change Management went from 60 to 63. That category is still filling its 30-day observation window: 18 days of observed history at the previous scan, 19 at this one. The score rises as the window fills, whether or not the server changes."
      },
      "event_count": 0
    },
    {
      "date": "2026-10-26",
      "total": 78,
      "delta": 1,
      "tracked": true,
      "explained": false,
      "beyond_event_horizon": false,
      "attribution": {
        "category": "Stability & Change Management",
        "from": 53,
        "to": 57,
        "delta": 4,
        "others": [],
        "accrual": {
          "code": "stability.building_history",
          "from_days": 16,
          "to_days": 17
        },
        "partial": false,
        "compared_to": "2026-10-25",
        "summary": "No change was recorded against any check on this day. Stability & Change Management went from 53 to 57. That category is still filling its 30-day observation window: 16 days of observed history at the previous scan, 17 at this one. The score rises as the window fills, whether or not the server changes."
      },
      "event_count": 0
    },
    {
      "date": "2026-10-25",
      "total": 77,
      "delta": 0,
      "tracked": true,
      "explained": true,
      "beyond_event_horizon": false,
      "attribution": null,
      "event_count": 12
    },
    {
      "date": "2026-10-23",
      "total": 77,
      "delta": 1,
      "tracked": true,
      "explained": true,
      "beyond_event_horizon": false,
      "attribution": null,
      "event_count": 7
    },
    {
      "date": "2026-10-22",
      "total": 76,
      "delta": 0,
      "tracked": true,
      "explained": true,
      "beyond_event_horizon": false,
      "attribution": null,
      "event_count": 7
    }
  ]
}