{
  "server": "pipeworx-io-threatfox",
  "component": "threatfox-mcp",
  "generated_at": "2026-08-04T01:18:01.894Z",
  "tracking_since": "2026-07-26",
  "counts": {
    "critical": 1,
    "security": 26,
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    "cosmetic": 0
  },
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      "id": "chg_019fc5cb-187a-7c8b-983f-4073758f51e4",
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      "occurred_at": "2026-08-03 04:04:09.418067+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-threatfox/threatfox-mcp#chg-chg_019fc5cb-187a-7c8b-983f-4073758f51e4"
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    {
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      "materiality": "security",
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        "tool": "deep_research"
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      "occurred_on": "2026-08-03",
      "occurred_at": "2026-08-03 04:04:09.418067+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-threatfox/threatfox-mcp#chg-chg_019fc5cb-187a-7860-9604-63485d12ed95"
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    {
      "id": "chg_019fc5cb-187a-7323-bf31-6d520030b395",
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      "materiality": "security",
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      "occurred_on": "2026-08-03",
      "occurred_at": "2026-08-03 04:04:09.418067+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-threatfox/threatfox-mcp#chg-chg_019fc5cb-187a-7323-bf31-6d520030b395"
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    {
      "id": "chg_019fc5cb-1879-7a16-9549-e5a8cddf55de",
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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 04:04:09.418067+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-threatfox/threatfox-mcp#chg-chg_019fc5cb-1879-7a16-9549-e5a8cddf55de"
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    {
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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 04:04:09.418067+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-threatfox/threatfox-mcp#chg-chg_019fc5cb-1879-727f-91f4-d6f0c1372ffc"
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    {
      "id": "chg_019fc0a7-c1ef-77ff-b2c7-394906ca5e23",
      "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"
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      "occurred_on": "2026-08-02",
      "occurred_at": "2026-08-02 04:07:27.455937+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-threatfox/threatfox-mcp#chg-chg_019fc0a7-c1ef-77ff-b2c7-394906ca5e23"
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    {
      "id": "chg_019fc0a7-c1ef-7f1f-96e2-711d3dcdecee",
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      "family": "",
      "subject_kind": "tool",
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      "materiality": "security",
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      "score_delta": null,
      "detail": {
        "tool": "ask_pipeworx_beta"
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      "occurred_on": "2026-08-02",
      "occurred_at": "2026-08-02 04:07:27.455937+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-threatfox/threatfox-mcp#chg-chg_019fc0a7-c1ef-7f1f-96e2-711d3dcdecee"
    },
    {
      "id": "chg_019fc0a7-c1f1-70c5-a1cf-2083c78fea6d",
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      "family": "",
      "subject_kind": "server",
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      "from_code": null,
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      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {},
      "occurred_on": "2026-08-02",
      "occurred_at": "2026-08-02 04:07:27.455937+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-threatfox/threatfox-mcp#chg-chg_019fc0a7-c1f1-70c5-a1cf-2083c78fea6d"
    },
    {
      "id": "chg_019fc0a7-c1f0-7a89-8329-f24b9f25aa3d",
      "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",
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      "detail": {
        "tool": "deep_research"
      },
      "occurred_on": "2026-08-02",
      "occurred_at": "2026-08-02 04:07:27.455937+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-threatfox/threatfox-mcp#chg-chg_019fc0a7-c1f0-7a89-8329-f24b9f25aa3d"
    },
    {
      "id": "chg_019fc0a7-c1f0-7452-9757-e9f4fdb44f84",
      "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",
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      "score_delta": null,
      "detail": {
        "tool": "ask_pipeworx_grounded"
      },
      "occurred_on": "2026-08-02",
      "occurred_at": "2026-08-02 04:07:27.455937+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-threatfox/threatfox-mcp#chg-chg_019fc0a7-c1f0-7452-9757-e9f4fdb44f84"
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    {
      "id": "chg_019fbb80-e1c7-7019-bf36-6987a377281e",
      "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": "2026-08-01",
      "occurred_at": "2026-08-01 04:06:53.611353+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-threatfox/threatfox-mcp#chg-chg_019fbb80-e1c7-7019-bf36-6987a377281e"
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    {
      "id": "chg_019fbb80-e1c8-720f-98bc-10b3f371f976",
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      "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",
      "score_delta": null,
      "detail": {},
      "occurred_on": "2026-08-01",
      "occurred_at": "2026-08-01 04:06:53.611353+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-threatfox/threatfox-mcp#chg-chg_019fbb80-e1c8-720f-98bc-10b3f371f976"
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    {
      "id": "chg_019fbb80-e1c7-7886-822b-51b6f313dd6a",
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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",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "deep_research"
      },
      "occurred_on": "2026-08-01",
      "occurred_at": "2026-08-01 04:06:53.611353+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-threatfox/threatfox-mcp#chg-chg_019fbb80-e1c7-7886-822b-51b6f313dd6a"
    },
    {
      "id": "chg_019fbb80-e1c7-7481-b646-a34ba618d1a5",
      "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_grounded"
      },
      "occurred_on": "2026-08-01",
      "occurred_at": "2026-08-01 04:06:53.611353+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-threatfox/threatfox-mcp#chg-chg_019fbb80-e1c7-7481-b646-a34ba618d1a5"
    },
    {
      "id": "chg_019fbb80-e1c6-70f3-8c73-a6daeecf7d96",
      "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": "2026-08-01",
      "occurred_at": "2026-08-01 04:06:53.611353+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-threatfox/threatfox-mcp#chg-chg_019fbb80-e1c6-70f3-8c73-a6daeecf7d96"
    },
    {
      "id": "chg_019faf53-748a-7586-950e-f8481209ae3b",
      "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 19:21:49.940424+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-threatfox/threatfox-mcp#chg-chg_019faf53-748a-7586-950e-f8481209ae3b"
    },
    {
      "id": "chg_019faf53-7486-7f3e-8b34-94a77b436329",
      "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"
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      "occurred_on": "2026-07-29",
      "occurred_at": "2026-07-29 19:21:49.940424+00",
      "observed_since": "2026-07-28",
      "source": "scan",
      "summary": "Authorization (fail → unverified)",
      "link": "https://verifymcp.io/servers/pipeworx-io-threatfox/threatfox-mcp#chg-chg_019faf53-7486-7f3e-8b34-94a77b436329"
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    {
      "id": "chg_019faf53-7489-79a6-bb03-62237918f4fc",
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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": {
        "tool": "ask_pipeworx_grounded"
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      "occurred_on": "2026-07-29",
      "occurred_at": "2026-07-29 19:21:49.940424+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-threatfox/threatfox-mcp#chg-chg_019faf53-7489-79a6-bb03-62237918f4fc"
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    {
      "id": "chg_019faf53-7488-7e17-b277-def881388d38",
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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": {
        "tool": "ask_pipeworx_beta"
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      "occurred_on": "2026-07-29",
      "occurred_at": "2026-07-29 19:21:49.940424+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-threatfox/threatfox-mcp#chg-chg_019faf53-7488-7e17-b277-def881388d38"
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    {
      "id": "chg_019faf53-7488-7740-9918-4eb5aa1983e6",
      "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",
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      "detail": {
        "tool": "ask_pipeworx"
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      "occurred_on": "2026-07-29",
      "occurred_at": "2026-07-29 19:21:49.940424+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-threatfox/threatfox-mcp#chg-chg_019faf53-7488-7740-9918-4eb5aa1983e6"
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    {
      "id": "chg_019faf53-7489-7f1f-b56e-f06357852408",
      "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"
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      "occurred_on": "2026-07-29",
      "occurred_at": "2026-07-29 19:21:49.940424+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-threatfox/threatfox-mcp#chg-chg_019faf53-7489-7f1f-b56e-f06357852408"
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    {
      "id": "chg_019fa9ff-8df9-757f-9eee-e9fa849f90f7",
      "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"
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      "occurred_on": "2026-07-28",
      "occurred_at": "2026-07-28 18:32:05.350488+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-threatfox/threatfox-mcp#chg-chg_019fa9ff-8df9-757f-9eee-e9fa849f90f7"
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    {
      "id": "chg_019fa9ff-8dfb-7cf9-8c05-03b91628bdb4",
      "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": "2026-07-28",
      "occurred_at": "2026-07-28 18:32:05.350488+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-threatfox/threatfox-mcp#chg-chg_019fa9ff-8dfb-7cf9-8c05-03b91628bdb4"
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    {
      "id": "chg_019fa9ff-8dfb-776f-924c-afe655512e62",
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      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
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      "detail": {
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      "occurred_at": "2026-07-28 18:32:05.350488+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-threatfox/threatfox-mcp#chg-chg_019fa9ff-8dfb-776f-924c-afe655512e62"
    },
    {
      "id": "chg_019fa9ff-8dfb-718d-873b-95da8d1f3510",
      "kind": "tool.description_changed",
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      "subject_child": "",
      "from_code": null,
      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
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      "occurred_at": "2026-07-28 18:32:05.350488+00",
      "observed_since": "2026-07-27",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads",
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    {
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      "materiality": "security",
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      "score_delta": null,
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      "occurred_at": "2026-07-28 18:32:05.350488+00",
      "observed_since": "2026-07-27",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads",
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      "to_value": "fail",
      "materiality": "critical",
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      "occurred_at": "2026-07-28 18:32:05.350488+00",
      "observed_since": "2026-07-27",
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      "summary": "Authorization (unverified → fail)",
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