{
  "server": "pipeworx-io-commons-wikimedia",
  "component": "commons-wikimedia-mcp",
  "generated_at": "2026-08-04T02:12:06.133Z",
  "tracking_since": "2026-07-26",
  "counts": {
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    "security": 26,
    "functional": 0,
    "cosmetic": 0
  },
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      "occurred_at": "2026-08-04 00:06:16.06177+00",
      "observed_since": "2026-08-03",
      "source": "scan",
      "summary": "Tool “ask_pipeworx” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-commons-wikimedia/commons-wikimedia-mcp#chg-chg_019fca17-a90d-7cdc-b2e4-6b45e7a50a5e"
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    {
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      "detail": {},
      "occurred_on": "2026-08-04",
      "occurred_at": "2026-08-04 00:06:16.06177+00",
      "observed_since": "2026-08-03",
      "source": "scan",
      "summary": "The server rewrote its instructions, which are the text every model session reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-commons-wikimedia/commons-wikimedia-mcp#chg-chg_019fca17-a912-75d5-b41b-816304efecc3"
    },
    {
      "id": "chg_019fca17-a911-7f38-822b-cf221596e15c",
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      "subject_kind": "tool",
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        "tool": "deep_research"
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      "occurred_on": "2026-08-04",
      "occurred_at": "2026-08-04 00:06:16.06177+00",
      "observed_since": "2026-08-03",
      "source": "scan",
      "summary": "Tool “deep_research” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-commons-wikimedia/commons-wikimedia-mcp#chg-chg_019fca17-a911-7f38-822b-cf221596e15c"
    },
    {
      "id": "chg_019fca17-a911-71bf-9ea8-1b9def600c8a",
      "kind": "tool.description_changed",
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      "subject_kind": "tool",
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        "tool": "ask_pipeworx_grounded"
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      "occurred_on": "2026-08-04",
      "occurred_at": "2026-08-04 00:06:16.06177+00",
      "observed_since": "2026-08-03",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-commons-wikimedia/commons-wikimedia-mcp#chg-chg_019fca17-a911-71bf-9ea8-1b9def600c8a"
    },
    {
      "id": "chg_019fca17-a910-7996-bea9-a9a05583b643",
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      "subject_kind": "tool",
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      "detail": {
        "tool": "ask_pipeworx_beta"
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      "occurred_on": "2026-08-04",
      "occurred_at": "2026-08-04 00:06:16.06177+00",
      "observed_since": "2026-08-03",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-commons-wikimedia/commons-wikimedia-mcp#chg-chg_019fca17-a910-7996-bea9-a9a05583b643"
    },
    {
      "id": "chg_019fc4fc-cca9-709c-b6c8-33b48056b0c9",
      "kind": "tool.description_changed",
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      "subject_kind": "tool",
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      "detail": {
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      "occurred_on": "2026-08-03",
      "occurred_at": "2026-08-03 00:18:49.602818+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-commons-wikimedia/commons-wikimedia-mcp#chg-chg_019fc4fc-cca9-709c-b6c8-33b48056b0c9"
    },
    {
      "id": "chg_019fc4fc-ccab-7308-8c1c-80e8ecd172f4",
      "kind": "server.instructions_changed",
      "family": "",
      "subject_kind": "server",
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      "materiality": "security",
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      "detail": {},
      "occurred_on": "2026-08-03",
      "occurred_at": "2026-08-03 00:18:49.602818+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-commons-wikimedia/commons-wikimedia-mcp#chg-chg_019fc4fc-ccab-7308-8c1c-80e8ecd172f4"
    },
    {
      "id": "chg_019fc4fc-ccaa-79f8-b91c-4bc12198e395",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
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      "materiality": "security",
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      "detail": {
        "tool": "deep_research"
      },
      "occurred_on": "2026-08-03",
      "occurred_at": "2026-08-03 00:18:49.602818+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-commons-wikimedia/commons-wikimedia-mcp#chg-chg_019fc4fc-ccaa-79f8-b91c-4bc12198e395"
    },
    {
      "id": "chg_019fc4fc-ccaa-7015-8286-b3ebaab3db80",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "ask_pipeworx_grounded",
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      "from_code": null,
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      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "ask_pipeworx_grounded"
      },
      "occurred_on": "2026-08-03",
      "occurred_at": "2026-08-03 00:18:49.602818+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-commons-wikimedia/commons-wikimedia-mcp#chg-chg_019fc4fc-ccaa-7015-8286-b3ebaab3db80"
    },
    {
      "id": "chg_019fc4fc-cca9-78ce-82e4-e64d31e4232f",
      "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",
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      "score_delta": null,
      "detail": {
        "tool": "ask_pipeworx_beta"
      },
      "occurred_on": "2026-08-03",
      "occurred_at": "2026-08-03 00:18:49.602818+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-commons-wikimedia/commons-wikimedia-mcp#chg-chg_019fc4fc-cca9-78ce-82e4-e64d31e4232f"
    },
    {
      "id": "chg_019fc4fc-cca8-74e0-9315-40608eb7b9a7",
      "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": "2026-08-03",
      "occurred_at": "2026-08-03 00:18:49.602818+00",
      "observed_since": "2026-08-02",
      "source": "scan",
      "summary": "Authorization (fail → unverified)",
      "link": "https://verifymcp.io/servers/pipeworx-io-commons-wikimedia/commons-wikimedia-mcp#chg-chg_019fc4fc-cca8-74e0-9315-40608eb7b9a7"
    },
    {
      "id": "chg_019fbfc7-ee10-786a-ba80-d400d36feab3",
      "kind": "tool.description_changed",
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      "subject_kind": "tool",
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      "materiality": "security",
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      "detail": {
        "tool": "ask_pipeworx_beta"
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      "occurred_on": "2026-08-02",
      "occurred_at": "2026-08-02 00:02:58.668403+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-commons-wikimedia/commons-wikimedia-mcp#chg-chg_019fbfc7-ee10-786a-ba80-d400d36feab3"
    },
    {
      "id": "chg_019fbfc7-ee10-72bf-ac6c-54c155130bd4",
      "kind": "tool.description_changed",
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      "subject_kind": "tool",
      "subject": "ask_pipeworx",
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      "materiality": "security",
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      "detail": {
        "tool": "ask_pipeworx"
      },
      "occurred_on": "2026-08-02",
      "occurred_at": "2026-08-02 00:02:58.668403+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-commons-wikimedia/commons-wikimedia-mcp#chg-chg_019fbfc7-ee10-72bf-ac6c-54c155130bd4"
    },
    {
      "id": "chg_019fbfc7-ee10-7c63-a322-121d64bf3425",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "ask_pipeworx_grounded",
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      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "ask_pipeworx_grounded"
      },
      "occurred_on": "2026-08-02",
      "occurred_at": "2026-08-02 00:02:58.668403+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-commons-wikimedia/commons-wikimedia-mcp#chg-chg_019fbfc7-ee10-7c63-a322-121d64bf3425"
    },
    {
      "id": "chg_019fbfc7-ee11-70a1-9c4b-b424c07ad8ed",
      "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": "2026-08-02",
      "occurred_at": "2026-08-02 00:02:58.668403+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-commons-wikimedia/commons-wikimedia-mcp#chg-chg_019fbfc7-ee11-70a1-9c4b-b424c07ad8ed"
    },
    {
      "id": "chg_019fbfc7-ee11-74ec-99ee-9caf36809a63",
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      "family": "",
      "subject_kind": "server",
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      "materiality": "security",
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      "score_delta": null,
      "detail": {},
      "occurred_on": "2026-08-02",
      "occurred_at": "2026-08-02 00:02:58.668403+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-commons-wikimedia/commons-wikimedia-mcp#chg-chg_019fbfc7-ee11-74ec-99ee-9caf36809a63"
    },
    {
      "id": "chg_019faf8f-98b8-70dd-95fb-b3b8569118ec",
      "kind": "server.instructions_changed",
      "family": "",
      "subject_kind": "server",
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      "from_code": null,
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      "from_value": null,
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      "materiality": "security",
      "direction": "neutral",
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      "detail": {},
      "occurred_on": "2026-07-29",
      "occurred_at": "2026-07-29 20:27:31.364327+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-commons-wikimedia/commons-wikimedia-mcp#chg-chg_019faf8f-98b8-70dd-95fb-b3b8569118ec"
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    {
      "id": "chg_019faf8f-98b7-773e-a83a-cf45b08336c3",
      "kind": "tool.description_changed",
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      "subject_kind": "tool",
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      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
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      "detail": {
        "tool": "ask_pipeworx_grounded"
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      "occurred_on": "2026-07-29",
      "occurred_at": "2026-07-29 20:27:31.364327+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-commons-wikimedia/commons-wikimedia-mcp#chg-chg_019faf8f-98b7-773e-a83a-cf45b08336c3"
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    {
      "id": "chg_019faf8f-98b7-7b23-a1f2-9656fde1a7a7",
      "kind": "tool.description_changed",
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      "subject_kind": "tool",
      "subject": "deep_research",
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      "from_code": null,
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      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
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      "detail": {
        "tool": "deep_research"
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      "occurred_on": "2026-07-29",
      "occurred_at": "2026-07-29 20:27:31.364327+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-commons-wikimedia/commons-wikimedia-mcp#chg-chg_019faf8f-98b7-7b23-a1f2-9656fde1a7a7"
    },
    {
      "id": "chg_019faf8f-98b7-72e0-988a-bdd5d0c2975e",
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      "subject_kind": "tool",
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      "materiality": "security",
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      "detail": {
        "tool": "ask_pipeworx_beta"
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      "occurred_on": "2026-07-29",
      "occurred_at": "2026-07-29 20:27:31.364327+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-commons-wikimedia/commons-wikimedia-mcp#chg-chg_019faf8f-98b7-72e0-988a-bdd5d0c2975e"
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    {
      "id": "chg_019faf8f-98b6-77ea-8780-cac16f37130a",
      "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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      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "ask_pipeworx"
      },
      "occurred_on": "2026-07-29",
      "occurred_at": "2026-07-29 20:27:31.364327+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-commons-wikimedia/commons-wikimedia-mcp#chg-chg_019faf8f-98b6-77ea-8780-cac16f37130a"
    },
    {
      "id": "chg_019faa87-2001-75e7-ba3a-5032ad0f581a",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "ask_pipeworx_grounded",
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      "from_code": null,
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      "materiality": "security",
      "direction": "neutral",
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      "detail": {
        "tool": "ask_pipeworx_grounded"
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      "occurred_on": "2026-07-28",
      "occurred_at": "2026-07-28 21:00:10.091456+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-commons-wikimedia/commons-wikimedia-mcp#chg-chg_019faa87-2001-75e7-ba3a-5032ad0f581a"
    },
    {
      "id": "chg_019faa87-1fff-7297-8f57-78a28e8ade4f",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "ask_pipeworx",
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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"
      },
      "occurred_on": "2026-07-28",
      "occurred_at": "2026-07-28 21:00:10.091456+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-commons-wikimedia/commons-wikimedia-mcp#chg-chg_019faa87-1fff-7297-8f57-78a28e8ade4f"
    },
    {
      "id": "chg_019faa87-2002-7279-aedf-4da5f1e19ae2",
      "kind": "server.instructions_changed",
      "family": "",
      "subject_kind": "server",
      "subject": "instructions",
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      "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 21:00:10.091456+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-commons-wikimedia/commons-wikimedia-mcp#chg-chg_019faa87-2002-7279-aedf-4da5f1e19ae2"
    },
    {
      "id": "chg_019faa87-2001-7c57-9fbf-fd9cac911fb7",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "deep_research",
      "subject_child": "",
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      "from_value": null,
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      "materiality": "security",
      "direction": "neutral",
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      "occurred_at": "2026-07-28 21:00:10.091456+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-commons-wikimedia/commons-wikimedia-mcp#chg-chg_019faa87-2001-7c57-9fbf-fd9cac911fb7"
    },
    {
      "id": "chg_019faa87-2000-7a3d-b493-d6d38e6fb98d",
      "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": "2026-07-28",
      "occurred_at": "2026-07-28 21:00:10.091456+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-commons-wikimedia/commons-wikimedia-mcp#chg-chg_019faa87-2000-7a3d-b493-d6d38e6fb98d"
    }
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}