{
  "server": "pipeworx-io-dati-it",
  "component": "dati-it-mcp",
  "generated_at": "2026-08-03T21:05:11.984Z",
  "tracking_since": "2026-07-26",
  "counts": {
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    "security": 27,
    "functional": 0,
    "cosmetic": 0
  },
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      "occurred_at": "2026-08-03 09:15:02.226287+00",
      "observed_since": "2026-08-02",
      "source": "scan",
      "summary": "The server rewrote its instructions, which are the text every model session reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-dati-it/dati-it-mcp#chg-chg_019fc6e7-b706-7e5f-9a11-94975357b6d7"
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    {
      "id": "chg_019fc6e7-b706-77a9-aa13-a3b5830e937a",
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      "occurred_on": "2026-08-03",
      "occurred_at": "2026-08-03 09:15:02.226287+00",
      "observed_since": "2026-08-02",
      "source": "scan",
      "summary": "Tool “deep_research” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-dati-it/dati-it-mcp#chg-chg_019fc6e7-b706-77a9-aa13-a3b5830e937a"
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    {
      "id": "chg_019fc6e7-b703-7ed5-bbb8-8c1023ee84cd",
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      "occurred_on": "2026-08-03",
      "occurred_at": "2026-08-03 09:15:02.226287+00",
      "observed_since": "2026-08-02",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-dati-it/dati-it-mcp#chg-chg_019fc6e7-b703-7ed5-bbb8-8c1023ee84cd"
    },
    {
      "id": "chg_019fc6e7-b703-7800-b56c-0df63cbb6d27",
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      "subject_kind": "tool",
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      "materiality": "security",
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      "detail": {
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      "occurred_on": "2026-08-03",
      "occurred_at": "2026-08-03 09:15:02.226287+00",
      "observed_since": "2026-08-02",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-dati-it/dati-it-mcp#chg-chg_019fc6e7-b703-7800-b56c-0df63cbb6d27"
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    {
      "id": "chg_019fc6e7-b700-74e6-b5db-be377618f7b6",
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      "subject_kind": "tool",
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      "materiality": "security",
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      "detail": {
        "tool": "ask_pipeworx"
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      "occurred_on": "2026-08-03",
      "occurred_at": "2026-08-03 09:15:02.226287+00",
      "observed_since": "2026-08-02",
      "source": "scan",
      "summary": "Tool “ask_pipeworx” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-dati-it/dati-it-mcp#chg-chg_019fc6e7-b700-74e6-b5db-be377618f7b6"
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    {
      "id": "chg_019fc1c7-5361-7a7f-86aa-306a6499c277",
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      "family": "",
      "subject_kind": "tool",
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      "materiality": "security",
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      "detail": {
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      "occurred_on": "2026-08-02",
      "occurred_at": "2026-08-02 09:21:33.489957+00",
      "observed_since": "2026-08-01",
      "source": "scan",
      "summary": "Tool “ask_pipeworx” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-dati-it/dati-it-mcp#chg-chg_019fc1c7-5361-7a7f-86aa-306a6499c277"
    },
    {
      "id": "chg_019fc1c7-5362-7def-a878-c90c89a94bbb",
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      "family": "",
      "subject_kind": "tool",
      "subject": "ask_pipeworx_beta",
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      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "ask_pipeworx_beta"
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      "occurred_on": "2026-08-02",
      "occurred_at": "2026-08-02 09:21:33.489957+00",
      "observed_since": "2026-08-01",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-dati-it/dati-it-mcp#chg-chg_019fc1c7-5362-7def-a878-c90c89a94bbb"
    },
    {
      "id": "chg_019fc1c7-5364-72db-aa48-8dec0894cdd0",
      "kind": "server.instructions_changed",
      "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": "2026-08-02",
      "occurred_at": "2026-08-02 09:21:33.489957+00",
      "observed_since": "2026-08-01",
      "source": "scan",
      "summary": "The server rewrote its instructions, which are the text every model session reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-dati-it/dati-it-mcp#chg-chg_019fc1c7-5364-72db-aa48-8dec0894cdd0"
    },
    {
      "id": "chg_019fc1c7-5363-7de8-98c6-de2a47781127",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "deep_research",
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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"
      },
      "occurred_on": "2026-08-02",
      "occurred_at": "2026-08-02 09:21:33.489957+00",
      "observed_since": "2026-08-01",
      "source": "scan",
      "summary": "Tool “deep_research” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-dati-it/dati-it-mcp#chg-chg_019fc1c7-5363-7de8-98c6-de2a47781127"
    },
    {
      "id": "chg_019fc1c7-5363-73a3-adc1-5fc5cd74c649",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "ask_pipeworx_grounded",
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      "from_code": null,
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      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "ask_pipeworx_grounded"
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      "occurred_on": "2026-08-02",
      "occurred_at": "2026-08-02 09:21:33.489957+00",
      "observed_since": "2026-08-01",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-dati-it/dati-it-mcp#chg-chg_019fc1c7-5363-73a3-adc1-5fc5cd74c649"
    },
    {
      "id": "chg_019fbca9-650c-7ab4-803c-9d278494bd51",
      "kind": "check.unverifiable",
      "family": "auth-oauth",
      "subject_kind": "check",
      "subject": "auth-oauth",
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      "from_code": "auth.none_destructive",
      "to_code": "auth.none_destructive_unverified",
      "from_value": "fail",
      "to_value": "unverified",
      "materiality": "security",
      "direction": "regression",
      "score_delta": null,
      "detail": {
        "tool": "forget"
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      "occurred_on": "2026-08-01",
      "occurred_at": "2026-08-01 09:30:45.886757+00",
      "observed_since": "2026-07-31",
      "source": "scan",
      "summary": "Authorization (fail → unverified)",
      "link": "https://verifymcp.io/servers/pipeworx-io-dati-it/dati-it-mcp#chg-chg_019fbca9-650c-7ab4-803c-9d278494bd51"
    },
    {
      "id": "chg_019fbca9-650d-7562-aa0b-b31b1ec2635e",
      "kind": "tool.description_changed",
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      "subject_kind": "tool",
      "subject": "ask_pipeworx",
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      "from_code": null,
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      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "ask_pipeworx"
      },
      "occurred_on": "2026-08-01",
      "occurred_at": "2026-08-01 09:30:45.886757+00",
      "observed_since": "2026-07-31",
      "source": "scan",
      "summary": "Tool “ask_pipeworx” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-dati-it/dati-it-mcp#chg-chg_019fbca9-650d-7562-aa0b-b31b1ec2635e"
    },
    {
      "id": "chg_019fbca9-650d-7abe-a932-cd65d3696519",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "ask_pipeworx_beta",
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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_beta"
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      "occurred_on": "2026-08-01",
      "occurred_at": "2026-08-01 09:30:45.886757+00",
      "observed_since": "2026-07-31",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-dati-it/dati-it-mcp#chg-chg_019fbca9-650d-7abe-a932-cd65d3696519"
    },
    {
      "id": "chg_019fbca9-650e-7130-826a-0641ffbaeb5b",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "ask_pipeworx_grounded",
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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": "2026-08-01",
      "occurred_at": "2026-08-01 09:30:45.886757+00",
      "observed_since": "2026-07-31",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-dati-it/dati-it-mcp#chg-chg_019fbca9-650e-7130-826a-0641ffbaeb5b"
    },
    {
      "id": "chg_019fbca9-650e-7676-a9f5-35800f5c1b9f",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "deep_research",
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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": "2026-08-01",
      "occurred_at": "2026-08-01 09:30:45.886757+00",
      "observed_since": "2026-07-31",
      "source": "scan",
      "summary": "Tool “deep_research” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-dati-it/dati-it-mcp#chg-chg_019fbca9-650e-7676-a9f5-35800f5c1b9f"
    },
    {
      "id": "chg_019fbca9-650e-7abe-af7d-e4acd9ae671e",
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      "subject_kind": "server",
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      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {},
      "occurred_on": "2026-08-01",
      "occurred_at": "2026-08-01 09:30:45.886757+00",
      "observed_since": "2026-07-31",
      "source": "scan",
      "summary": "The server rewrote its instructions, which are the text every model session reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-dati-it/dati-it-mcp#chg-chg_019fbca9-650e-7abe-af7d-e4acd9ae671e"
    },
    {
      "id": "chg_019faf11-347c-728c-b13c-9cba7f4f3be4",
      "kind": "server.instructions_changed",
      "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": "2026-07-29",
      "occurred_at": "2026-07-29 18:09:28.15653+00",
      "observed_since": "2026-07-28",
      "source": "scan",
      "summary": "The server rewrote its instructions, which are the text every model session reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-dati-it/dati-it-mcp#chg-chg_019faf11-347c-728c-b13c-9cba7f4f3be4"
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    {
      "id": "chg_019faf11-347b-7a6c-acc6-92ca09e30f84",
      "kind": "tool.description_changed",
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      "subject_kind": "tool",
      "subject": "ask_pipeworx_grounded",
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      "from_code": null,
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      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "ask_pipeworx_grounded"
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      "occurred_on": "2026-07-29",
      "occurred_at": "2026-07-29 18:09:28.15653+00",
      "observed_since": "2026-07-28",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-dati-it/dati-it-mcp#chg-chg_019faf11-347b-7a6c-acc6-92ca09e30f84"
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    {
      "id": "chg_019faf11-3479-7ed9-80de-13e3d9449dd7",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "ask_pipeworx",
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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"
      },
      "occurred_on": "2026-07-29",
      "occurred_at": "2026-07-29 18:09:28.15653+00",
      "observed_since": "2026-07-28",
      "source": "scan",
      "summary": "Tool “ask_pipeworx” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-dati-it/dati-it-mcp#chg-chg_019faf11-3479-7ed9-80de-13e3d9449dd7"
    },
    {
      "id": "chg_019faf11-347a-7476-abc2-c59c9bd4390a",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "ask_pipeworx_beta",
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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": "ask_pipeworx_beta"
      },
      "occurred_on": "2026-07-29",
      "occurred_at": "2026-07-29 18:09:28.15653+00",
      "observed_since": "2026-07-28",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-dati-it/dati-it-mcp#chg-chg_019faf11-347a-7476-abc2-c59c9bd4390a"
    },
    {
      "id": "chg_019faf11-347b-7e86-988c-46ee820e5b13",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "deep_research",
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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": "deep_research"
      },
      "occurred_on": "2026-07-29",
      "occurred_at": "2026-07-29 18:09:28.15653+00",
      "observed_since": "2026-07-28",
      "source": "scan",
      "summary": "Tool “deep_research” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-dati-it/dati-it-mcp#chg-chg_019faf11-347b-7e86-988c-46ee820e5b13"
    },
    {
      "id": "chg_019fa9b2-3df4-793f-990f-2792a8a3cdd6",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "ask_pipeworx_grounded",
      "subject_child": "",
      "from_code": null,
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      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "ask_pipeworx_grounded"
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      "occurred_on": "2026-07-28",
      "occurred_at": "2026-07-28 17:07:38.602464+00",
      "observed_since": "2026-07-27",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-dati-it/dati-it-mcp#chg-chg_019fa9b2-3df4-793f-990f-2792a8a3cdd6"
    },
    {
      "id": "chg_019fa9b2-3df4-7596-8be6-1ce1b3d58d43",
      "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": "2026-07-28",
      "occurred_at": "2026-07-28 17:07:38.602464+00",
      "observed_since": "2026-07-27",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-dati-it/dati-it-mcp#chg-chg_019fa9b2-3df4-7596-8be6-1ce1b3d58d43"
    },
    {
      "id": "chg_019fa9b2-3df4-710b-a601-b9f99ae46388",
      "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": "2026-07-28",
      "occurred_at": "2026-07-28 17:07:38.602464+00",
      "observed_since": "2026-07-27",
      "source": "scan",
      "summary": "Tool “ask_pipeworx” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-dati-it/dati-it-mcp#chg-chg_019fa9b2-3df4-710b-a601-b9f99ae46388"
    },
    {
      "id": "chg_019fa9b2-3df3-79b7-a117-78f9602a5b9b",
      "kind": "check.unverifiable",
      "family": "auth-oauth",
      "subject_kind": "check",
      "subject": "auth-oauth",
      "subject_child": "",
      "from_code": "auth.none_destructive",
      "to_code": "auth.none_destructive_unverified",
      "from_value": "fail",
      "to_value": "unverified",
      "materiality": "security",
      "direction": "regression",
      "score_delta": null,
      "detail": {
        "tool": "forget"
      },
      "occurred_on": "2026-07-28",
      "occurred_at": "2026-07-28 17:07:38.602464+00",
      "observed_since": "2026-07-27",
      "source": "scan",
      "summary": "Authorization (fail → unverified)",
      "link": "https://verifymcp.io/servers/pipeworx-io-dati-it/dati-it-mcp#chg-chg_019fa9b2-3df3-79b7-a117-78f9602a5b9b"
    },
    {
      "id": "chg_019fa9b2-3df5-728e-9b45-79eb92d31c74",
      "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": "2026-07-28",
      "occurred_at": "2026-07-28 17:07:38.602464+00",
      "observed_since": "2026-07-27",
      "source": "scan",
      "summary": "The server rewrote its instructions, which are the text every model session reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-dati-it/dati-it-mcp#chg-chg_019fa9b2-3df5-728e-9b45-79eb92d31c74"
    },
    {
      "id": "chg_019fa9b2-3df4-7cf2-87ce-73512f925508",
      "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": "2026-07-28",
      "occurred_at": "2026-07-28 17:07:38.602464+00",
      "observed_since": "2026-07-27",
      "source": "scan",
      "summary": "Tool “deep_research” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-dati-it/dati-it-mcp#chg-chg_019fa9b2-3df4-7cf2-87ce-73512f925508"
    }
  ],
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      "date": "2026-08-03",
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      "delta": 0,
      "tracked": true,
      "explained": true,
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      "attribution": null,
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    {
      "date": "2026-08-02",
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    {
      "date": "2026-08-01",
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      "tracked": true,
      "explained": true,
      "beyond_event_horizon": false,
      "attribution": null,
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    {
      "date": "2026-07-31",
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      "delta": -1,
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      "date": "2026-07-30",
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    {
      "date": "2026-07-29",
      "total": 58,
      "delta": 1,
      "tracked": true,
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      "beyond_event_horizon": false,
      "attribution": null,
      "event_count": 5
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    {
      "date": "2026-07-28",
      "total": 57,
      "delta": 0,
      "tracked": true,
      "explained": true,
      "beyond_event_horizon": false,
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}