{
  "server": "pipeworx-io-mitre-attck",
  "component": "mitre-attck-mcp",
  "generated_at": "2026-08-04T06:13:55.715Z",
  "tracking_since": "2026-07-26",
  "counts": {
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    "security": 32,
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    "cosmetic": 0
  },
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      "id": "chg_019fcaf0-8269-70ec-8ed8-8e6b66821b29",
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      "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-mitre-attck/mitre-attck-mcp#chg-chg_019fcaf0-8269-70ec-8ed8-8e6b66821b29"
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    {
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      "occurred_on": "2026-08-04",
      "occurred_at": "2026-08-04 04:03:07.468503+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-mitre-attck/mitre-attck-mcp#chg-chg_019fcaf0-8268-7ae1-b054-5a0d336b55fd"
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    {
      "id": "chg_019fcaf0-8268-759e-8587-f1fe2e86bfd8",
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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": "2026-08-04",
      "occurred_at": "2026-08-04 04:03:07.468503+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-mitre-attck/mitre-attck-mcp#chg-chg_019fcaf0-8268-759e-8587-f1fe2e86bfd8"
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    {
      "id": "chg_019fcaf0-8266-7dc5-9b86-0ad691239d5d",
      "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": "2026-08-04",
      "occurred_at": "2026-08-04 04:03:07.468503+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-mitre-attck/mitre-attck-mcp#chg-chg_019fcaf0-8266-7dc5-9b86-0ad691239d5d"
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    {
      "id": "chg_019fcaf0-8269-7820-b14a-8dcacb067261",
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      "family": "",
      "subject_kind": "server",
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      "materiality": "security",
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      "score_delta": null,
      "detail": {},
      "occurred_on": "2026-08-04",
      "occurred_at": "2026-08-04 04:03:07.468503+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-mitre-attck/mitre-attck-mcp#chg-chg_019fcaf0-8269-7820-b14a-8dcacb067261"
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    {
      "id": "chg_019fc5c9-f77c-7e81-b47d-0f6a1340a87b",
      "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": "2026-08-03",
      "occurred_at": "2026-08-03 04:02:55.435182+00",
      "observed_since": "2026-08-02",
      "source": "scan",
      "summary": "Authorization (fail → unverified)",
      "link": "https://verifymcp.io/servers/pipeworx-io-mitre-attck/mitre-attck-mcp#chg-chg_019fc5c9-f77c-7e81-b47d-0f6a1340a87b"
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    {
      "id": "chg_019fc5c9-f77e-7efe-85d5-708c64a0772f",
      "kind": "server.instructions_changed",
      "family": "",
      "subject_kind": "server",
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      "from_code": null,
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      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {},
      "occurred_on": "2026-08-03",
      "occurred_at": "2026-08-03 04:02:55.435182+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-mitre-attck/mitre-attck-mcp#chg-chg_019fc5c9-f77e-7efe-85d5-708c64a0772f"
    },
    {
      "id": "chg_019fc5c9-f77e-7ba7-960d-39479a67b252",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
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      "from_code": null,
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      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "deep_research"
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      "occurred_on": "2026-08-03",
      "occurred_at": "2026-08-03 04:02:55.435182+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-mitre-attck/mitre-attck-mcp#chg-chg_019fc5c9-f77e-7ba7-960d-39479a67b252"
    },
    {
      "id": "chg_019fc5c9-f77e-7830-be48-9280d75e97d6",
      "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": "2026-08-03",
      "occurred_at": "2026-08-03 04:02:55.435182+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-mitre-attck/mitre-attck-mcp#chg-chg_019fc5c9-f77e-7830-be48-9280d75e97d6"
    },
    {
      "id": "chg_019fc5c9-f77e-74ad-b424-f0fc16ea1811",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "ask_pipeworx_beta",
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      "from_code": null,
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      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "ask_pipeworx_beta"
      },
      "occurred_on": "2026-08-03",
      "occurred_at": "2026-08-03 04:02:55.435182+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-mitre-attck/mitre-attck-mcp#chg-chg_019fc5c9-f77e-74ad-b424-f0fc16ea1811"
    },
    {
      "id": "chg_019fc5c9-f77d-7eaa-85ae-4641ed14b702",
      "kind": "tool.description_changed",
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      "subject_kind": "tool",
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      "materiality": "security",
      "direction": "neutral",
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      "detail": {
        "tool": "ask_pipeworx"
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      "occurred_on": "2026-08-03",
      "occurred_at": "2026-08-03 04:02:55.435182+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-mitre-attck/mitre-attck-mcp#chg-chg_019fc5c9-f77d-7eaa-85ae-4641ed14b702"
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    {
      "id": "chg_019fc0a5-936d-7319-80b4-76d7c534cc64",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "ask_pipeworx_beta",
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      "from_code": null,
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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 04:05:04.477696+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-mitre-attck/mitre-attck-mcp#chg-chg_019fc0a5-936d-7319-80b4-76d7c534cc64"
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    {
      "id": "chg_019fc0a5-936e-74e7-ae18-463b4b5f69fd",
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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": "2026-08-02",
      "occurred_at": "2026-08-02 04:05:04.477696+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-mitre-attck/mitre-attck-mcp#chg-chg_019fc0a5-936e-74e7-ae18-463b4b5f69fd"
    },
    {
      "id": "chg_019fc0a5-936d-7c7e-99b9-862a8af4bc5a",
      "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": "2026-08-02",
      "occurred_at": "2026-08-02 04:05:04.477696+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-mitre-attck/mitre-attck-mcp#chg-chg_019fc0a5-936d-7c7e-99b9-862a8af4bc5a"
    },
    {
      "id": "chg_019fc0a5-936c-7d76-8db8-15cf6f297c1b",
      "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": "2026-08-02",
      "occurred_at": "2026-08-02 04:05:04.477696+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-mitre-attck/mitre-attck-mcp#chg-chg_019fc0a5-936c-7d76-8db8-15cf6f297c1b"
    },
    {
      "id": "chg_019fc0a5-936d-77c1-b524-c88cf3ba2721",
      "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": "2026-08-02",
      "occurred_at": "2026-08-02 04:05:04.477696+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-mitre-attck/mitre-attck-mcp#chg-chg_019fc0a5-936d-77c1-b524-c88cf3ba2721"
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    {
      "id": "chg_019fc0a5-936c-709e-a40b-09a2d20550be",
      "kind": "check.reverified",
      "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"
      },
      "occurred_on": "2026-08-02",
      "occurred_at": "2026-08-02 04:05:04.477696+00",
      "observed_since": "2026-08-01",
      "source": "scan",
      "summary": "Authorization (unverified → fail)",
      "link": "https://verifymcp.io/servers/pipeworx-io-mitre-attck/mitre-attck-mcp#chg-chg_019fc0a5-936c-709e-a40b-09a2d20550be"
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    {
      "id": "chg_019fbb7f-0514-7528-aba3-921207d81a7c",
      "kind": "tool.description_changed",
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      "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": "2026-08-01",
      "occurred_at": "2026-08-01 04:04:51.587227+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-mitre-attck/mitre-attck-mcp#chg-chg_019fbb7f-0514-7528-aba3-921207d81a7c"
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    {
      "id": "chg_019fbb7f-0513-717c-8d47-ea19db9e3db4",
      "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": "2026-08-01",
      "occurred_at": "2026-08-01 04:04:51.587227+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-mitre-attck/mitre-attck-mcp#chg-chg_019fbb7f-0513-717c-8d47-ea19db9e3db4"
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    {
      "id": "chg_019fbb7f-0513-7ba8-ab26-c8aa53fa9056",
      "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 04:04:51.587227+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-mitre-attck/mitre-attck-mcp#chg-chg_019fbb7f-0513-7ba8-ab26-c8aa53fa9056"
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    {
      "id": "chg_019fbb7f-0514-70d9-ad8f-b7d70593cdfe",
      "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": "2026-08-01",
      "occurred_at": "2026-08-01 04:04:51.587227+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-mitre-attck/mitre-attck-mcp#chg-chg_019fbb7f-0514-70d9-ad8f-b7d70593cdfe"
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    {
      "id": "chg_019fbb7f-0514-795c-8085-73929ddc8801",
      "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": "2026-08-01",
      "occurred_at": "2026-08-01 04:04:51.587227+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-mitre-attck/mitre-attck-mcp#chg-chg_019fbb7f-0514-795c-8085-73929ddc8801"
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    {
      "id": "chg_019faec7-def8-782f-8f11-8d8e94399669",
      "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": "2026-07-29",
      "occurred_at": "2026-07-29 16:49:22.15235+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-mitre-attck/mitre-attck-mcp#chg-chg_019faec7-def8-782f-8f11-8d8e94399669"
    },
    {
      "id": "chg_019faec7-def8-71d3-97ae-7436f7ac2e78",
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      "occurred_at": "2026-07-29 16:49:22.15235+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-mitre-attck/mitre-attck-mcp#chg-chg_019faec7-def8-71d3-97ae-7436f7ac2e78"
    },
    {
      "id": "chg_019faec7-def7-7bc9-89fb-ecd80fed1300",
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      "to_value": null,
      "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 16:49:22.15235+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-mitre-attck/mitre-attck-mcp#chg-chg_019faec7-def7-7bc9-89fb-ecd80fed1300"
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    {
      "id": "chg_019faec7-def7-7606-96c6-24266876ef16",
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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 16:49:22.15235+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-mitre-attck/mitre-attck-mcp#chg-chg_019faec7-def7-7606-96c6-24266876ef16"
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    {
      "id": "chg_019faec7-def5-7d00-8cb3-b22e5886c52c",
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      "from_value": "fail",
      "to_value": "unverified",
      "materiality": "security",
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      "score_delta": null,
      "detail": {
        "tool": "forget"
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      "occurred_at": "2026-07-29 16:49:22.15235+00",
      "observed_since": "2026-07-28",
      "source": "scan",
      "summary": "Authorization (fail → unverified)",
      "link": "https://verifymcp.io/servers/pipeworx-io-mitre-attck/mitre-attck-mcp#chg-chg_019faec7-def5-7d00-8cb3-b22e5886c52c"
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    {
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      "materiality": "security",
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      "detail": {
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      "occurred_on": "2026-07-29",
      "occurred_at": "2026-07-29 16:49:22.15235+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-mitre-attck/mitre-attck-mcp#chg-chg_019faec7-def6-7d75-9eed-b1e22db7325f"
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    {
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      "to_value": null,
      "materiality": "security",
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      "detail": {
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      "occurred_at": "2026-07-28 17:09:38.962905+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-mitre-attck/mitre-attck-mcp#chg-chg_019fa9b4-141d-73b0-a077-b815b4024072"
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    {
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      "materiality": "security",
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      "occurred_on": "2026-07-28",
      "occurred_at": "2026-07-28 17:09:38.962905+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-mitre-attck/mitre-attck-mcp#chg-chg_019fa9b4-141e-7753-963c-a6294aa48a22"
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    {
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      "materiality": "security",
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      "occurred_at": "2026-07-28 17:09:38.962905+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-mitre-attck/mitre-attck-mcp#chg-chg_019fa9b4-141e-727e-8f5d-1d1b3f55f705"
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    {
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      "materiality": "security",
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      "occurred_at": "2026-07-28 17:09:38.962905+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-mitre-attck/mitre-attck-mcp#chg-chg_019fa9b4-141d-7d6a-9352-924ad9f97cb8"
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    {
      "id": "chg_019fa9b4-141d-7806-912e-95a3fcd176a3",
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      "subject_kind": "tool",
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      "materiality": "security",
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      "occurred_at": "2026-07-28 17:09:38.962905+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-mitre-attck/mitre-attck-mcp#chg-chg_019fa9b4-141d-7806-912e-95a3fcd176a3"
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    {
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      "materiality": "critical",
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      "occurred_at": "2026-07-28 17:09:38.962905+00",
      "observed_since": "2026-07-27",
      "source": "scan",
      "summary": "Authorization (unverified → fail)",
      "link": "https://verifymcp.io/servers/pipeworx-io-mitre-attck/mitre-attck-mcp#chg-chg_019fa9b4-141c-7c3b-8cc7-04f62c67caf2"
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