{
  "server": "pipeworx-io-advice",
  "component": "advice-mcp",
  "generated_at": "2026-08-03T23:37:41.213Z",
  "tracking_since": "2026-07-26",
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  },
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      "occurred_at": "2026-08-03 02:02:27.239079+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-advice/advice-mcp#chg-chg_019fc55b-ac60-7b9a-a9dc-c307f2d21e34"
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    {
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      "occurred_on": "2026-08-03",
      "occurred_at": "2026-08-03 02:02:27.239079+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-advice/advice-mcp#chg-chg_019fc55b-ac5d-704d-b1c2-beecc6ac89c2"
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    {
      "id": "chg_019fc55b-ac5e-70b4-bb60-0dfe44c1c485",
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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 02:02:27.239079+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-advice/advice-mcp#chg-chg_019fc55b-ac5e-70b4-bb60-0dfe44c1c485"
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    {
      "id": "chg_019fc55b-ac5e-7a39-8a3b-690ef6a7fadf",
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      "materiality": "security",
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      "occurred_on": "2026-08-03",
      "occurred_at": "2026-08-03 02:02:27.239079+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-advice/advice-mcp#chg-chg_019fc55b-ac5e-7a39-8a3b-690ef6a7fadf"
    },
    {
      "id": "chg_019fc55b-ac5f-753b-bd57-ee84d6314008",
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      "subject_kind": "tool",
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        "tool": "deep_research"
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      "occurred_on": "2026-08-03",
      "occurred_at": "2026-08-03 02:02:27.239079+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-advice/advice-mcp#chg-chg_019fc55b-ac5f-753b-bd57-ee84d6314008"
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    {
      "id": "chg_019fc037-9e7f-7173-bee9-6ffc1418ec95",
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      "subject_kind": "tool",
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      "materiality": "security",
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      "detail": {
        "tool": "ask_pipeworx_grounded"
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      "occurred_on": "2026-08-02",
      "occurred_at": "2026-08-02 02:04:58.352415+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-advice/advice-mcp#chg-chg_019fc037-9e7f-7173-bee9-6ffc1418ec95"
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    {
      "id": "chg_019fc037-9e80-7168-bd93-5aec0dac5532",
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      "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 02:04:58.352415+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-advice/advice-mcp#chg-chg_019fc037-9e80-7168-bd93-5aec0dac5532"
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    {
      "id": "chg_019fc037-9e7f-79fd-9b14-2804c3bb083a",
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      "subject_kind": "tool",
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      "materiality": "security",
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      "detail": {
        "tool": "deep_research"
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      "occurred_on": "2026-08-02",
      "occurred_at": "2026-08-02 02:04:58.352415+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-advice/advice-mcp#chg-chg_019fc037-9e7f-79fd-9b14-2804c3bb083a"
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    {
      "id": "chg_019fc037-9e7e-7a7f-8005-12cbdc99793e",
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      "subject_kind": "tool",
      "subject": "ask_pipeworx_beta",
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      "materiality": "security",
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      "score_delta": null,
      "detail": {
        "tool": "ask_pipeworx_beta"
      },
      "occurred_on": "2026-08-02",
      "occurred_at": "2026-08-02 02:04:58.352415+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-advice/advice-mcp#chg-chg_019fc037-9e7e-7a7f-8005-12cbdc99793e"
    },
    {
      "id": "chg_019fc037-9e7d-7e8a-8074-62f03d57c286",
      "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",
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      "detail": {
        "tool": "ask_pipeworx"
      },
      "occurred_on": "2026-08-02",
      "occurred_at": "2026-08-02 02:04:58.352415+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-advice/advice-mcp#chg-chg_019fc037-9e7d-7e8a-8074-62f03d57c286"
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    {
      "id": "chg_019fbb10-8fb3-7db3-8788-e7a06e13b1c2",
      "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,
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      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "ask_pipeworx_beta"
      },
      "occurred_on": "2026-08-01",
      "occurred_at": "2026-08-01 02:04:12.57832+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-advice/advice-mcp#chg-chg_019fbb10-8fb3-7db3-8788-e7a06e13b1c2"
    },
    {
      "id": "chg_019fbb10-8fb5-74e7-9195-731f42a1cf74",
      "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": "2026-08-01",
      "occurred_at": "2026-08-01 02:04:12.57832+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-advice/advice-mcp#chg-chg_019fbb10-8fb5-74e7-9195-731f42a1cf74"
    },
    {
      "id": "chg_019fbb10-8fb4-7828-b763-0979e24990d7",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "ask_pipeworx_grounded",
      "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_grounded"
      },
      "occurred_on": "2026-08-01",
      "occurred_at": "2026-08-01 02:04:12.57832+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-advice/advice-mcp#chg-chg_019fbb10-8fb4-7828-b763-0979e24990d7"
    },
    {
      "id": "chg_019fbb10-8fb2-79a4-807d-0425e6ab4903",
      "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"
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      "occurred_on": "2026-08-01",
      "occurred_at": "2026-08-01 02:04:12.57832+00",
      "observed_since": "2026-07-31",
      "source": "scan",
      "summary": "Authorization (unverified → fail)",
      "link": "https://verifymcp.io/servers/pipeworx-io-advice/advice-mcp#chg-chg_019fbb10-8fb2-79a4-807d-0425e6ab4903"
    },
    {
      "id": "chg_019fbb10-8fb3-7849-8833-e1cd06c7d278",
      "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 02:04:12.57832+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-advice/advice-mcp#chg-chg_019fbb10-8fb3-7849-8833-e1cd06c7d278"
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    {
      "id": "chg_019fbb10-8fb4-7ec7-b45b-67981b9af197",
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      "subject_kind": "tool",
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      "from_value": null,
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      "materiality": "security",
      "direction": "neutral",
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      "detail": {
        "tool": "deep_research"
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      "occurred_on": "2026-08-01",
      "occurred_at": "2026-08-01 02:04:12.57832+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-advice/advice-mcp#chg-chg_019fbb10-8fb4-7ec7-b45b-67981b9af197"
    },
    {
      "id": "chg_019fb3a3-7884-7065-bec6-6ffcd30306a2",
      "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",
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      "detail": {
        "tool": "ask_pipeworx"
      },
      "occurred_on": "2026-07-30",
      "occurred_at": "2026-07-30 15:27:42.704536+00",
      "observed_since": "2026-07-29",
      "source": "scan",
      "summary": "Tool “ask_pipeworx” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-advice/advice-mcp#chg-chg_019fb3a3-7884-7065-bec6-6ffcd30306a2"
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    {
      "id": "chg_019fb3a3-7885-7847-aef7-e51566603236",
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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": "2026-07-30",
      "occurred_at": "2026-07-30 15:27:42.704536+00",
      "observed_since": "2026-07-29",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-advice/advice-mcp#chg-chg_019fb3a3-7885-7847-aef7-e51566603236"
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    {
      "id": "chg_019fb3a3-7885-7e85-b6d7-c2c34485a47f",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
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      "from_code": null,
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      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "ask_pipeworx_grounded"
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      "occurred_on": "2026-07-30",
      "occurred_at": "2026-07-30 15:27:42.704536+00",
      "observed_since": "2026-07-29",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-advice/advice-mcp#chg-chg_019fb3a3-7885-7e85-b6d7-c2c34485a47f"
    },
    {
      "id": "chg_019fb3a3-7886-74bc-a655-ae53d177bb51",
      "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": "2026-07-30",
      "occurred_at": "2026-07-30 15:27:42.704536+00",
      "observed_since": "2026-07-29",
      "source": "scan",
      "summary": "Tool “deep_research” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-advice/advice-mcp#chg-chg_019fb3a3-7886-74bc-a655-ae53d177bb51"
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    {
      "id": "chg_019fb3a3-7886-7cec-9dff-26eb382fc73b",
      "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": "2026-07-30",
      "occurred_at": "2026-07-30 15:27:42.704536+00",
      "observed_since": "2026-07-29",
      "source": "scan",
      "summary": "The server rewrote its instructions, which are the text every model session reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-advice/advice-mcp#chg-chg_019fb3a3-7886-7cec-9dff-26eb382fc73b"
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    {
      "id": "chg_019faeb3-4ceb-7039-9fc8-fc12fb6e62ca",
      "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 16:26:54.039989+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-advice/advice-mcp#chg-chg_019faeb3-4ceb-7039-9fc8-fc12fb6e62ca"
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    {
      "id": "chg_019faeb3-4cea-7bd7-a570-c5c39dd5c2a9",
      "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": "2026-07-29",
      "occurred_at": "2026-07-29 16:26:54.039989+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-advice/advice-mcp#chg-chg_019faeb3-4cea-7bd7-a570-c5c39dd5c2a9"
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    {
      "id": "chg_019faeb3-4cea-77a7-aa7c-d247304f241c",
      "kind": "tool.description_changed",
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      "materiality": "security",
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      "occurred_at": "2026-07-29 16:26:54.039989+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-advice/advice-mcp#chg-chg_019faeb3-4cea-77a7-aa7c-d247304f241c"
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    {
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      "detail": {
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      "occurred_at": "2026-07-29 16:26:54.039989+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-advice/advice-mcp#chg-chg_019faeb3-4cea-72ed-b2c7-bdc7aa3d39c1"
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    {
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      "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-advice/advice-mcp#chg-chg_019faeb3-4ce9-7152-b950-3c911d6963a0"
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    {
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      "link": "https://verifymcp.io/servers/pipeworx-io-advice/advice-mcp#chg-chg_019fa973-4c4d-7749-8d27-33db237688b5"
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      "occurred_at": "2026-07-28 15:58:53.50667+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-advice/advice-mcp#chg-chg_019fa973-4c4d-7cff-b14e-3519ebb29dd6"
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      "observed_since": "2026-07-27",
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      "observed_since": "2026-07-27",
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      "summary": "Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads",
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