{
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  "server": "pipeworx-io-unwrangle",
  "component": "unwrangle-mcp",
  "generated_at": "2026-11-05T19:27:45.246Z",
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      "summary": "Tool “deep_research” rewrote its description, which is the text the model reads",
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      "occurred_at": "2026-11-04 05:09:33.729114+00",
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      "link": "https://verifymcp.io/servers/pipeworx-io-unwrangle/unwrangle-mcp#chg-chg_01a1a4f6-6644-703f-b3f6-be3d0025a00e"
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      "link": "https://verifymcp.io/servers/pipeworx-io-unwrangle/unwrangle-mcp#chg-chg_01a1a4f6-6641-7875-933a-79fba557c8aa"
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    {
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      "link": "https://verifymcp.io/servers/pipeworx-io-unwrangle/unwrangle-mcp#chg-chg_01a1a4f6-6642-7ddb-a39b-c840d50328b6"
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      "link": "https://verifymcp.io/servers/pipeworx-io-unwrangle/unwrangle-mcp#chg-chg_01a1a4f6-6642-7457-9947-1fa528cef464"
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      "summary": "Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-unwrangle/unwrangle-mcp#chg-chg_01a19fd0-bbc2-76e2-8d5c-f830a9d6e0ca"
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      "summary": "The server rewrote its instructions, which are the text every model session reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-unwrangle/unwrangle-mcp#chg-chg_01a19fd0-bbe4-7538-bd46-73ec37c064de"
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    {
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      "occurred_at": "2026-11-03 05:10:18.486415+00",
      "observed_since": "2026-11-02",
      "source": "scan",
      "summary": "Tool “deep_research” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-unwrangle/unwrangle-mcp#chg-chg_01a19fd0-bbd7-71f2-bfbb-eb20c3b6f43f"
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    {
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      "occurred_at": "2026-11-03 05:10:18.486415+00",
      "observed_since": "2026-11-02",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-unwrangle/unwrangle-mcp#chg-chg_01a19fd0-bbd2-794b-a577-1d7bf1f79703"
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    {
      "id": "chg_01a19fd0-bbb4-7895-84a9-063d92fd2781",
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      "occurred_at": "2026-11-03 05:10:18.486415+00",
      "observed_since": "2026-11-02",
      "source": "scan",
      "summary": "Tool “ask_pipeworx” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-unwrangle/unwrangle-mcp#chg-chg_01a19fd0-bbb4-7895-84a9-063d92fd2781"
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    {
      "id": "chg_01a19aa8-61f4-7286-9d4f-c25f3112891f",
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      "family": "stability",
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      "from_code": "stability.building_history",
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      "from_value": "0.20",
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      "materiality": "security",
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        "days": "7",
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      "link": "https://verifymcp.io/servers/pipeworx-io-unwrangle/unwrangle-mcp#chg-chg_01a19aa8-61f4-7286-9d4f-c25f3112891f"
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    {
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      "from_code": "auth.rfc9728_invoke",
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      "materiality": "critical",
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      "occurred_at": "2026-11-02 05:08:08.761751+00",
      "observed_since": "2026-11-01",
      "source": "scan",
      "summary": "Authorization (pass → fail)",
      "link": "https://verifymcp.io/servers/pipeworx-io-unwrangle/unwrangle-mcp#chg-chg_01a19aa8-61f2-7e07-87d3-b4429ae792c3"
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    {
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      "occurred_at": "2026-11-02 05:08:08.761751+00",
      "observed_since": "2026-11-01",
      "source": "scan",
      "summary": "Tool “ask_pipeworx” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-unwrangle/unwrangle-mcp#chg-chg_01a19aa8-61f4-7a9e-b30a-9637aac09f18"
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    {
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      "occurred_at": "2026-11-02 05:08:08.761751+00",
      "observed_since": "2026-11-01",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-unwrangle/unwrangle-mcp#chg-chg_01a19aa8-61f5-73f3-ad3b-ed62bf57cee1"
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      "occurred_at": "2026-11-02 05:08:08.761751+00",
      "observed_since": "2026-11-01",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-unwrangle/unwrangle-mcp#chg-chg_01a19aa8-61f6-78da-a0f2-f4985f9f2e6b"
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    {
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      "occurred_at": "2026-11-02 05:08:08.761751+00",
      "observed_since": "2026-11-01",
      "source": "scan",
      "summary": "Tool “deep_research” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-unwrangle/unwrangle-mcp#chg-chg_01a19aa8-61f6-7e0a-942e-d784bc3157c5"
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      "occurred_on": "2026-11-02",
      "occurred_at": "2026-11-02 05:08:08.761751+00",
      "observed_since": "2026-11-01",
      "source": "scan",
      "summary": "The server rewrote its instructions, which are the text every model session reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-unwrangle/unwrangle-mcp#chg-chg_01a19aa8-61f7-74c4-bfb8-d7433a47c059"
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    {
      "id": "chg_01a19582-0981-7c5c-b42d-e39315ca2993",
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      "subject_kind": "tool",
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      "materiality": "security",
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      "occurred_at": "2026-11-01 05:08:09.690476+00",
      "observed_since": "2026-10-31",
      "source": "scan",
      "summary": "Tool “deep_research” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-unwrangle/unwrangle-mcp#chg-chg_01a19582-0981-7c5c-b42d-e39315ca2993"
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    {
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      "occurred_at": "2026-11-01 05:08:09.690476+00",
      "observed_since": "2026-10-31",
      "source": "scan",
      "summary": "The server rewrote its instructions, which are the text every model session reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-unwrangle/unwrangle-mcp#chg-chg_01a19582-0982-71f7-a5be-809044bd966c"
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    {
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      "materiality": "security",
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      "occurred_at": "2026-11-01 05:08:09.690476+00",
      "observed_since": "2026-10-31",
      "source": "scan",
      "summary": "Tool “ask_pipeworx” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-unwrangle/unwrangle-mcp#chg-chg_01a19582-097d-75e5-af7c-e5e4fada4c69"
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    {
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      "subject_kind": "tool",
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      "observed_since": "2026-10-31",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-unwrangle/unwrangle-mcp#chg-chg_01a19582-0980-78a8-be88-16ad6e2d9196"
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      "observed_since": "2026-10-31",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-unwrangle/unwrangle-mcp#chg-chg_01a19582-0981-764f-ab38-42337ef9eda3"
    },
    {
      "id": "chg_01a1905b-fe77-7b64-8973-22a1304e0f29",
      "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": "2026-10-31",
      "occurred_at": "2026-10-31 05:08:30.258282+00",
      "observed_since": "2026-10-30",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-unwrangle/unwrangle-mcp#chg-chg_01a1905b-fe77-7b64-8973-22a1304e0f29"
    },
    {
      "id": "chg_01a1905b-fe78-7709-8e4e-a938b26fa8d9",
      "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": "2026-10-31",
      "occurred_at": "2026-10-31 05:08:30.258282+00",
      "observed_since": "2026-10-30",
      "source": "scan",
      "summary": "The server rewrote its instructions, which are the text every model session reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-unwrangle/unwrangle-mcp#chg-chg_01a1905b-fe78-7709-8e4e-a938b26fa8d9"
    },
    {
      "id": "chg_01a1905b-fe78-7263-8e5d-93758f6ea4a9",
      "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": "2026-10-31",
      "occurred_at": "2026-10-31 05:08:30.258282+00",
      "observed_since": "2026-10-30",
      "source": "scan",
      "summary": "Tool “deep_research” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-unwrangle/unwrangle-mcp#chg-chg_01a1905b-fe78-7263-8e5d-93758f6ea4a9"
    },
    {
      "id": "chg_01a1905b-fe75-72ce-9c07-66015fe6d076",
      "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": "2026-10-31",
      "occurred_at": "2026-10-31 05:08:30.258282+00",
      "observed_since": "2026-10-30",
      "source": "scan",
      "summary": "Tool “ask_pipeworx” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-unwrangle/unwrangle-mcp#chg-chg_01a1905b-fe75-72ce-9c07-66015fe6d076"
    },
    {
      "id": "chg_01a1905b-fe77-7423-a552-34bea03b0136",
      "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": "2026-10-31",
      "occurred_at": "2026-10-31 05:08:30.258282+00",
      "observed_since": "2026-10-30",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-unwrangle/unwrangle-mcp#chg-chg_01a1905b-fe77-7423-a552-34bea03b0136"
    },
    {
      "id": "chg_01a18b35-fcb9-7418-a422-2fba97a6319c",
      "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": "2026-10-30",
      "occurred_at": "2026-10-30 05:08:53.289966+00",
      "observed_since": "2026-10-29",
      "source": "scan",
      "summary": "Tool “deep_research” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-unwrangle/unwrangle-mcp#chg-chg_01a18b35-fcb9-7418-a422-2fba97a6319c"
    },
    {
      "id": "chg_01a18b35-fcb9-7a38-a219-54dddc1d83e4",
      "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": "2026-10-30",
      "occurred_at": "2026-10-30 05:08:53.289966+00",
      "observed_since": "2026-10-29",
      "source": "scan",
      "summary": "The server rewrote its instructions, which are the text every model session reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-unwrangle/unwrangle-mcp#chg-chg_01a18b35-fcb9-7a38-a219-54dddc1d83e4"
    },
    {
      "id": "chg_01a18b35-fcb6-7045-9280-3098f0756c42",
      "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": "2026-10-30",
      "occurred_at": "2026-10-30 05:08:53.289966+00",
      "observed_since": "2026-10-29",
      "source": "scan",
      "summary": "Tool “ask_pipeworx” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-unwrangle/unwrangle-mcp#chg-chg_01a18b35-fcb6-7045-9280-3098f0756c42"
    },
    {
      "id": "chg_01a18b35-fcb7-7d79-8239-d3ff094531d0",
      "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": "2026-10-30",
      "occurred_at": "2026-10-30 05:08:53.289966+00",
      "observed_since": "2026-10-29",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-unwrangle/unwrangle-mcp#chg-chg_01a18b35-fcb7-7d79-8239-d3ff094531d0"
    },
    {
      "id": "chg_01a18b35-fcb8-76e4-b3bf-b26d731d35bb",
      "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": "2026-10-30",
      "occurred_at": "2026-10-30 05:08:53.289966+00",
      "observed_since": "2026-10-29",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-unwrangle/unwrangle-mcp#chg-chg_01a18b35-fcb8-76e4-b3bf-b26d731d35bb"
    },
    {
      "id": "chg_01a18b35-fcb8-7d9c-a9ef-e3c9235d6432",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "compare_entities",
      "subject_child": "",
      "from_code": null,
      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "compare_entities"
      },
      "occurred_on": "2026-10-30",
      "occurred_at": "2026-10-30 05:08:53.289966+00",
      "observed_since": "2026-10-29",
      "source": "scan",
      "summary": "Tool “compare_entities” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-unwrangle/unwrangle-mcp#chg-chg_01a18b35-fcb8-7d9c-a9ef-e3c9235d6432"
    },
    {
      "id": "chg_01a18610-375e-738c-8338-ec93543f6a6d",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "bet_research",
      "subject_child": "",
      "from_code": null,
      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "bet_research"
      },
      "occurred_on": "2026-10-29",
      "occurred_at": "2026-10-29 05:09:32.078216+00",
      "observed_since": "2026-10-28",
      "source": "scan",
      "summary": "Tool “bet_research” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-unwrangle/unwrangle-mcp#chg-chg_01a18610-375e-738c-8338-ec93543f6a6d"
    },
    {
      "id": "chg_01a18610-375f-700f-a2a8-f2778dd26881",
      "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": "2026-10-29",
      "occurred_at": "2026-10-29 05:09:32.078216+00",
      "observed_since": "2026-10-28",
      "source": "scan",
      "summary": "Tool “deep_research” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-unwrangle/unwrangle-mcp#chg-chg_01a18610-375f-700f-a2a8-f2778dd26881"
    },
    {
      "id": "chg_01a18610-375f-74de-bf7e-c3ead987c89a",
      "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": "2026-10-29",
      "occurred_at": "2026-10-29 05:09:32.078216+00",
      "observed_since": "2026-10-28",
      "source": "scan",
      "summary": "The server rewrote its instructions, which are the text every model session reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-unwrangle/unwrangle-mcp#chg-chg_01a18610-375f-74de-bf7e-c3ead987c89a"
    },
    {
      "id": "chg_01a18610-375b-7b7d-a6aa-1b7ab97ee08b",
      "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": "2026-10-29",
      "occurred_at": "2026-10-29 05:09:32.078216+00",
      "observed_since": "2026-10-28",
      "source": "scan",
      "summary": "Tool “ask_pipeworx” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-unwrangle/unwrangle-mcp#chg-chg_01a18610-375b-7b7d-a6aa-1b7ab97ee08b"
    },
    {
      "id": "chg_01a18610-375d-7699-9a88-1b8d1a1a50be",
      "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": "2026-10-29",
      "occurred_at": "2026-10-29 05:09:32.078216+00",
      "observed_since": "2026-10-28",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-unwrangle/unwrangle-mcp#chg-chg_01a18610-375d-7699-9a88-1b8d1a1a50be"
    },
    {
      "id": "chg_01a18610-375d-7dc3-85f5-9303ad545453",
      "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": "2026-10-29",
      "occurred_at": "2026-10-29 05:09:32.078216+00",
      "observed_since": "2026-10-28",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-unwrangle/unwrangle-mcp#chg-chg_01a18610-375d-7dc3-85f5-9303ad545453"
    },
    {
      "id": "chg_01a180e9-20ce-7e18-b551-3a5f02ad131a",
      "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": "2026-10-28",
      "occurred_at": "2026-10-28 05:08:44.121603+00",
      "observed_since": "2026-10-27",
      "source": "scan",
      "summary": "Tool “ask_pipeworx” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-unwrangle/unwrangle-mcp#chg-chg_01a180e9-20ce-7e18-b551-3a5f02ad131a"
    },
    {
      "id": "chg_01a180e9-20d0-7a4b-aad3-b5b1fbdf4c00",
      "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": "2026-10-28",
      "occurred_at": "2026-10-28 05:08:44.121603+00",
      "observed_since": "2026-10-27",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-unwrangle/unwrangle-mcp#chg-chg_01a180e9-20d0-7a4b-aad3-b5b1fbdf4c00"
    },
    {
      "id": "chg_01a180e9-20d1-722c-aef7-e90764123484",
      "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": "2026-10-28",
      "occurred_at": "2026-10-28 05:08:44.121603+00",
      "observed_since": "2026-10-27",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-unwrangle/unwrangle-mcp#chg-chg_01a180e9-20d1-722c-aef7-e90764123484"
    },
    {
      "id": "chg_01a180e9-20d1-7916-ba1b-9cb42a1a3034",
      "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": "2026-10-28",
      "occurred_at": "2026-10-28 05:08:44.121603+00",
      "observed_since": "2026-10-27",
      "source": "scan",
      "summary": "Tool “deep_research” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-unwrangle/unwrangle-mcp#chg-chg_01a180e9-20d1-7916-ba1b-9cb42a1a3034"
    },
    {
      "id": "chg_01a180e9-20d2-7044-8070-07dbb4908628",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "polymarket_kalshi_spread",
      "subject_child": "",
      "from_code": null,
      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "polymarket_kalshi_spread"
      },
      "occurred_on": "2026-10-28",
      "occurred_at": "2026-10-28 05:08:44.121603+00",
      "observed_since": "2026-10-27",
      "source": "scan",
      "summary": "Tool “polymarket_kalshi_spread” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-unwrangle/unwrangle-mcp#chg-chg_01a180e9-20d2-7044-8070-07dbb4908628"
    },
    {
      "id": "chg_01a180e9-20d3-79db-aeb7-64d4517c7bf6",
      "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": "2026-10-28",
      "occurred_at": "2026-10-28 05:08:44.121603+00",
      "observed_since": "2026-10-27",
      "source": "scan",
      "summary": "The server rewrote its instructions, which are the text every model session reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-unwrangle/unwrangle-mcp#chg-chg_01a180e9-20d3-79db-aeb7-64d4517c7bf6"
    },
    {
      "id": "chg_01a17bc1-e719-79ae-937d-42185248f7b1",
      "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": "2026-10-27",
      "occurred_at": "2026-10-27 05:07:47.439727+00",
      "observed_since": "2026-10-26",
      "source": "scan",
      "summary": "Tool “ask_pipeworx” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-unwrangle/unwrangle-mcp#chg-chg_01a17bc1-e719-79ae-937d-42185248f7b1"
    },
    {
      "id": "chg_01a17bc1-e71a-78bc-9c17-8b818d3e700c",
      "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": "2026-10-27",
      "occurred_at": "2026-10-27 05:07:47.439727+00",
      "observed_since": "2026-10-26",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-unwrangle/unwrangle-mcp#chg-chg_01a17bc1-e71a-78bc-9c17-8b818d3e700c"
    },
    {
      "id": "chg_01a17bc1-e71b-70fa-8884-c1521658f694",
      "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": "2026-10-27",
      "occurred_at": "2026-10-27 05:07:47.439727+00",
      "observed_since": "2026-10-26",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-unwrangle/unwrangle-mcp#chg-chg_01a17bc1-e71b-70fa-8884-c1521658f694"
    },
    {
      "id": "chg_01a17bc1-e71b-78ea-8763-9aa952ea78e5",
      "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": "2026-10-27",
      "occurred_at": "2026-10-27 05:07:47.439727+00",
      "observed_since": "2026-10-26",
      "source": "scan",
      "summary": "Tool “deep_research” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-unwrangle/unwrangle-mcp#chg-chg_01a17bc1-e71b-78ea-8763-9aa952ea78e5"
    },
    {
      "id": "chg_01a17bc1-e71c-750d-b063-d68300da2d67",
      "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": "2026-10-27",
      "occurred_at": "2026-10-27 05:07:47.439727+00",
      "observed_since": "2026-10-26",
      "source": "scan",
      "summary": "The server rewrote its instructions, which are the text every model session reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-unwrangle/unwrangle-mcp#chg-chg_01a17bc1-e71c-750d-b063-d68300da2d67"
    },
    {
      "id": "chg_01a1769b-8c2b-712b-87c9-96eee0dfb31d",
      "kind": "check.reverified",
      "family": "auth-oauth",
      "subject_kind": "check",
      "subject": "auth-oauth",
      "subject_child": "",
      "from_code": "auth.none_unlisted",
      "to_code": "auth.rfc9728_invoke",
      "from_value": "unverified",
      "to_value": "pass",
      "materiality": "security",
      "direction": "improvement",
      "score_delta": null,
      "detail": {},
      "occurred_on": "2026-10-26",
      "occurred_at": "2026-10-26 05:07:47.838588+00",
      "observed_since": "2026-10-25",
      "source": "scan",
      "summary": "Authorization (unverified → pass)",
      "link": "https://verifymcp.io/servers/pipeworx-io-unwrangle/unwrangle-mcp#chg-chg_01a1769b-8c2b-712b-87c9-96eee0dfb31d"
    },
    {
      "id": "chg_01a1769b-8c2c-786f-8159-b6482b298c5a",
      "kind": "check.reverified",
      "family": "tool-safety-injection",
      "subject_kind": "check",
      "subject": "tool-safety-injection",
      "subject_child": "",
      "from_code": "toolsafety.unreachable",
      "to_code": "toolsafety.injection_clean",
      "from_value": "unverified",
      "to_value": "pass",
      "materiality": "security",
      "direction": "improvement",
      "score_delta": null,
      "detail": {},
      "occurred_on": "2026-10-26",
      "occurred_at": "2026-10-26 05:07:47.838588+00",
      "observed_since": "2026-10-25",
      "source": "scan",
      "summary": "Injection markers (unverified → pass)",
      "link": "https://verifymcp.io/servers/pipeworx-io-unwrangle/unwrangle-mcp#chg-chg_01a1769b-8c2c-786f-8159-b6482b298c5a"
    },
    {
      "id": "chg_01a1769b-8c2c-7ec7-b2c6-0b290c9999f4",
      "kind": "check.appeared",
      "family": "auth-registration",
      "subject_kind": "check",
      "subject": "auth-registration",
      "subject_child": "",
      "from_code": null,
      "to_code": "auth.registration_cimd",
      "from_value": null,
      "to_value": "pass",
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {},
      "occurred_on": "2026-10-26",
      "occurred_at": "2026-10-26 05:07:47.838588+00",
      "observed_since": "2026-10-25",
      "source": "scan",
      "summary": "First check of Authorization (pass)",
      "link": "https://verifymcp.io/servers/pipeworx-io-unwrangle/unwrangle-mcp#chg-chg_01a1769b-8c2c-7ec7-b2c6-0b290c9999f4"
    },
    {
      "id": "chg_01a0b2ec-e51f-723b-8ace-15e6b5b5ccdd",
      "kind": "check.reverified",
      "family": "stability",
      "subject_kind": "check",
      "subject": "stability",
      "subject_child": "",
      "from_code": "stability.insufficient_history",
      "to_code": "stability.churn",
      "from_value": "unverified",
      "to_value": "fail",
      "materiality": "security",
      "direction": "regression",
      "score_delta": null,
      "detail": {
        "days": "1",
        "added": "0",
        "breaks": "0",
        "removed": "39",
        "auth_transport": "0"
      },
      "occurred_on": "2026-09-18",
      "occurred_at": "2026-09-18 05:11:04.584454+00",
      "observed_since": "2026-09-17",
      "source": "scan",
      "summary": "Stability (unverified → fail)",
      "link": "https://verifymcp.io/servers/pipeworx-io-unwrangle/unwrangle-mcp#chg-chg_01a0b2ec-e51f-723b-8ace-15e6b5b5ccdd"
    },
    {
      "id": "chg_01a0b2ec-e520-7ad2-b74d-d80458dbac61",
      "kind": "check.unverifiable",
      "family": "auth-oauth",
      "subject_kind": "check",
      "subject": "auth-oauth",
      "subject_child": "",
      "from_code": "auth.none_destructive",
      "to_code": "auth.none_unlisted",
      "from_value": "fail",
      "to_value": "unverified",
      "materiality": "security",
      "direction": "regression",
      "score_delta": null,
      "detail": {},
      "occurred_on": "2026-09-18",
      "occurred_at": "2026-09-18 05:11:04.584454+00",
      "observed_since": "2026-09-17",
      "source": "scan",
      "summary": "Authorization (fail → unverified)",
      "link": "https://verifymcp.io/servers/pipeworx-io-unwrangle/unwrangle-mcp#chg-chg_01a0b2ec-e520-7ad2-b74d-d80458dbac61"
    },
    {
      "id": "chg_01a0b2ec-e521-723d-9ffb-d77431292b27",
      "kind": "check.unverifiable",
      "family": "tool-safety-injection",
      "subject_kind": "check",
      "subject": "tool-safety-injection",
      "subject_child": "",
      "from_code": "toolsafety.injection_clean",
      "to_code": "toolsafety.unreachable",
      "from_value": "pass",
      "to_value": "unverified",
      "materiality": "security",
      "direction": "regression",
      "score_delta": null,
      "detail": {},
      "occurred_on": "2026-09-18",
      "occurred_at": "2026-09-18 05:11:04.584454+00",
      "observed_since": "2026-09-17",
      "source": "scan",
      "summary": "Tool safety (pass → unverified)",
      "link": "https://verifymcp.io/servers/pipeworx-io-unwrangle/unwrangle-mcp#chg-chg_01a0b2ec-e521-723d-9ffb-d77431292b27"
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      "total": 77,
      "delta": 15,
      "tracked": true,
      "explained": true,
      "beyond_event_horizon": false,
      "attribution": null,
      "event_count": 7
    },
    {
      "date": "2026-11-03",
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      "delta": 0,
      "tracked": true,
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      "beyond_event_horizon": false,
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    {
      "date": "2026-11-02",
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      "delta": -14,
      "tracked": true,
      "explained": true,
      "beyond_event_horizon": false,
      "attribution": null,
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    {
      "date": "2026-11-01",
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      "tracked": true,
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      "beyond_event_horizon": false,
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    {
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      "tracked": true,
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      "beyond_event_horizon": false,
      "attribution": null,
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    },
    {
      "date": "2026-10-30",
      "total": 75,
      "delta": 1,
      "tracked": true,
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      "beyond_event_horizon": false,
      "attribution": null,
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    {
      "date": "2026-10-29",
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      "tracked": true,
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      "beyond_event_horizon": false,
      "attribution": null,
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    {
      "date": "2026-10-28",
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}