{
  "server": "pipeworx-io-shodan",
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  "generated_at": "2026-08-03T22:02:02.026Z",
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      "source": "scan",
      "summary": "The server rewrote its instructions, which are the text every model session reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-shodan/shodan-mcp#chg-chg_019fc6a5-ded2-7be8-a0bf-a3a25991e6fb"
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      "observed_since": "2026-08-02",
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      "summary": "Tool “deep_research” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-shodan/shodan-mcp#chg-chg_019fc6a5-ded0-7f01-80e5-2fc0133d9bd8"
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    {
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      "occurred_at": "2026-08-03 08:03:07.059002+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-shodan/shodan-mcp#chg-chg_019fc6a5-ded0-730e-aa29-48f3cbd0a946"
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    {
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      "occurred_at": "2026-08-03 08:03:07.059002+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-shodan/shodan-mcp#chg-chg_019fc6a5-decf-7b97-b554-89009ec9971a"
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    {
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      "detail": {
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      "occurred_on": "2026-08-03",
      "occurred_at": "2026-08-03 08:03:07.059002+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-shodan/shodan-mcp#chg-chg_019fc6a5-dece-75d9-8fc9-d722c9088688"
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    {
      "id": "chg_019fc183-d6c0-708d-b0a7-616593c9db6f",
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      "occurred_at": "2026-08-02 08:07:50.704865+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-shodan/shodan-mcp#chg-chg_019fc183-d6c0-708d-b0a7-616593c9db6f"
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    {
      "id": "chg_019fc183-d6c0-7bca-89a0-959fad8936c1",
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      "subject_kind": "tool",
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      "materiality": "security",
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      "detail": {
        "tool": "ask_pipeworx_beta"
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      "occurred_on": "2026-08-02",
      "occurred_at": "2026-08-02 08:07:50.704865+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-shodan/shodan-mcp#chg-chg_019fc183-d6c0-7bca-89a0-959fad8936c1"
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    {
      "id": "chg_019fc183-d6c2-700f-acc7-cb5aa9bce2b4",
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      "detail": {},
      "occurred_on": "2026-08-02",
      "occurred_at": "2026-08-02 08:07:50.704865+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-shodan/shodan-mcp#chg-chg_019fc183-d6c2-700f-acc7-cb5aa9bce2b4"
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    {
      "id": "chg_019fc183-d6c1-7a31-a448-e457ac0fb82d",
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      "materiality": "security",
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        "tool": "deep_research"
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      "occurred_on": "2026-08-02",
      "occurred_at": "2026-08-02 08:07:50.704865+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-shodan/shodan-mcp#chg-chg_019fc183-d6c1-7a31-a448-e457ac0fb82d"
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    {
      "id": "chg_019fc183-d6c1-743f-8e52-63dc6da93333",
      "kind": "tool.description_changed",
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      "subject_kind": "tool",
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        "tool": "ask_pipeworx_grounded"
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      "occurred_on": "2026-08-02",
      "occurred_at": "2026-08-02 08:07:50.704865+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-shodan/shodan-mcp#chg-chg_019fc183-d6c1-743f-8e52-63dc6da93333"
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    {
      "id": "chg_019fbc5f-d099-757d-a32f-9c0b3f02c24e",
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      "from_code": "auth.none_destructive",
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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_on": "2026-08-01",
      "occurred_at": "2026-08-01 08:10:23.756221+00",
      "observed_since": "2026-07-31",
      "source": "scan",
      "summary": "Authorization (fail → unverified)",
      "link": "https://verifymcp.io/servers/pipeworx-io-shodan/shodan-mcp#chg-chg_019fbc5f-d099-757d-a32f-9c0b3f02c24e"
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    {
      "id": "chg_019fbc5f-d099-7e53-9df3-b994fdf6d230",
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      "detail": {
        "tool": "ask_pipeworx"
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      "occurred_on": "2026-08-01",
      "occurred_at": "2026-08-01 08:10:23.756221+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-shodan/shodan-mcp#chg-chg_019fbc5f-d099-7e53-9df3-b994fdf6d230"
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    {
      "id": "chg_019fbc5f-d09a-72bd-8cca-72a7c7abddb8",
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      "subject_kind": "tool",
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      "materiality": "security",
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      "occurred_on": "2026-08-01",
      "occurred_at": "2026-08-01 08:10:23.756221+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-shodan/shodan-mcp#chg-chg_019fbc5f-d09a-72bd-8cca-72a7c7abddb8"
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    {
      "id": "chg_019fbc5f-d09a-7784-be96-539b20d4e81c",
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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": "2026-08-01",
      "occurred_at": "2026-08-01 08:10:23.756221+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-shodan/shodan-mcp#chg-chg_019fbc5f-d09a-7784-be96-539b20d4e81c"
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    {
      "id": "chg_019fbc5f-d09a-7b67-9206-319ec9057876",
      "kind": "tool.description_changed",
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      "subject_kind": "tool",
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      "materiality": "security",
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      "score_delta": null,
      "detail": {
        "tool": "deep_research"
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      "occurred_on": "2026-08-01",
      "occurred_at": "2026-08-01 08:10:23.756221+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-shodan/shodan-mcp#chg-chg_019fbc5f-d09a-7b67-9206-319ec9057876"
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    {
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      "materiality": "security",
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      "detail": {},
      "occurred_on": "2026-08-01",
      "occurred_at": "2026-08-01 08:10:23.756221+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-shodan/shodan-mcp#chg-chg_019fbc5f-d09b-704f-933f-bd885c7eb905"
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    {
      "id": "chg_019faeb5-3f82-769a-b66f-db80231c2d4a",
      "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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      "detail": {
        "tool": "deep_research"
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      "occurred_on": "2026-07-29",
      "occurred_at": "2026-07-29 16:29:01.670013+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-shodan/shodan-mcp#chg-chg_019faeb5-3f82-769a-b66f-db80231c2d4a"
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    {
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      "subject_kind": "server",
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      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {},
      "occurred_on": "2026-07-29",
      "occurred_at": "2026-07-29 16:29:01.670013+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-shodan/shodan-mcp#chg-chg_019faeb5-3f83-75e2-ba64-1798e14fb85c"
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    {
      "id": "chg_019faeb5-3f81-75fa-8035-5e29e5ec69c8",
      "kind": "tool.description_changed",
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      "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": "2026-07-29",
      "occurred_at": "2026-07-29 16:29:01.670013+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-shodan/shodan-mcp#chg-chg_019faeb5-3f81-75fa-8035-5e29e5ec69c8"
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    {
      "id": "chg_019faeb5-3f80-74d8-bd5f-fe0f0027978f",
      "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": "2026-07-29",
      "occurred_at": "2026-07-29 16:29:01.670013+00",
      "observed_since": "2026-07-28",
      "source": "scan",
      "summary": "Authorization (unverified → fail)",
      "link": "https://verifymcp.io/servers/pipeworx-io-shodan/shodan-mcp#chg-chg_019faeb5-3f80-74d8-bd5f-fe0f0027978f"
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    {
      "id": "chg_019faeb5-3f80-7ea0-9b6e-1a5eb684cb98",
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      "subject_kind": "tool",
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      "from_code": null,
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      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "ask_pipeworx"
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      "occurred_on": "2026-07-29",
      "occurred_at": "2026-07-29 16:29:01.670013+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-shodan/shodan-mcp#chg-chg_019faeb5-3f80-7ea0-9b6e-1a5eb684cb98"
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    {
      "id": "chg_019faeb5-3f81-7bd1-aa90-669dd53be088",
      "kind": "tool.description_changed",
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      "subject_kind": "tool",
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      "materiality": "security",
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      "occurred_on": "2026-07-29",
      "occurred_at": "2026-07-29 16:29:01.670013+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-shodan/shodan-mcp#chg-chg_019faeb5-3f81-7bd1-aa90-669dd53be088"
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    {
      "id": "chg_019fa97d-0fe0-78ee-a101-b6fbe5727b5e",
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      "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"
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      "occurred_on": "2026-07-28",
      "occurred_at": "2026-07-28 16:09:33.397026+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-shodan/shodan-mcp#chg-chg_019fa97d-0fe0-78ee-a101-b6fbe5727b5e"
    },
    {
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      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
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      "detail": {
        "tool": "ask_pipeworx_grounded"
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      "occurred_on": "2026-07-28",
      "occurred_at": "2026-07-28 16:09:33.397026+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-shodan/shodan-mcp#chg-chg_019fa97d-0fe0-7526-8ca7-c1bdfdd87785"
    },
    {
      "id": "chg_019fa97d-0fe0-7077-b7ed-f2450154f5d4",
      "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": "2026-07-28",
      "occurred_at": "2026-07-28 16:09:33.397026+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-shodan/shodan-mcp#chg-chg_019fa97d-0fe0-7077-b7ed-f2450154f5d4"
    },
    {
      "id": "chg_019fa97d-0fdf-799e-ad0c-d11d66a6da43",
      "kind": "tool.description_changed",
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      "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"
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      "occurred_on": "2026-07-28",
      "occurred_at": "2026-07-28 16:09:33.397026+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-shodan/shodan-mcp#chg-chg_019fa97d-0fdf-799e-ad0c-d11d66a6da43"
    },
    {
      "id": "chg_019fa97d-0fe0-7c85-9130-e37463382feb",
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      "subject_kind": "server",
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      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {},
      "occurred_on": "2026-07-28",
      "occurred_at": "2026-07-28 16:09:33.397026+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-shodan/shodan-mcp#chg-chg_019fa97d-0fe0-7c85-9130-e37463382feb"
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