{
  "server": "pipeworx-io-peopledatalabs",
  "component": "peopledatalabs-mcp",
  "generated_at": "2026-08-03T21:06:45.033Z",
  "tracking_since": "2026-07-26",
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    "security": 27,
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    "cosmetic": 0
  },
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      "id": "chg_019fc604-f7ae-71d6-b76f-4f7365afc2fd",
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      "occurred_at": "2026-08-03 05:07:22.103619+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-peopledatalabs/peopledatalabs-mcp#chg-chg_019fc604-f7ae-71d6-b76f-4f7365afc2fd"
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    {
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      "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-peopledatalabs/peopledatalabs-mcp#chg-chg_019fc604-f7ad-7d46-9e76-ef3c35ca8504"
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    {
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      "occurred_on": "2026-08-03",
      "occurred_at": "2026-08-03 05:07:22.103619+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-peopledatalabs/peopledatalabs-mcp#chg-chg_019fc604-f7ad-78aa-a89a-95b847fcf6b3"
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    {
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      "detail": {
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      "occurred_on": "2026-08-03",
      "occurred_at": "2026-08-03 05:07:22.103619+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-peopledatalabs/peopledatalabs-mcp#chg-chg_019fc604-f7ac-7b57-909b-198e38344764"
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    {
      "id": "chg_019fc604-f7af-77bd-b836-97c35737363d",
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      "subject_kind": "server",
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      "materiality": "security",
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      "detail": {},
      "occurred_on": "2026-08-03",
      "occurred_at": "2026-08-03 05:07:22.103619+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-peopledatalabs/peopledatalabs-mcp#chg-chg_019fc604-f7af-77bd-b836-97c35737363d"
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    {
      "id": "chg_019fc0dc-a2f1-7e20-9535-851b961f99ce",
      "kind": "tool.description_changed",
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      "subject_kind": "tool",
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      "occurred_on": "2026-08-02",
      "occurred_at": "2026-08-02 05:05:12.931179+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-peopledatalabs/peopledatalabs-mcp#chg-chg_019fc0dc-a2f1-7e20-9535-851b961f99ce"
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    {
      "id": "chg_019fc0dc-a2f0-7545-9c3d-773558baa596",
      "kind": "check.unverifiable",
      "family": "auth-oauth",
      "subject_kind": "check",
      "subject": "auth-oauth",
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      "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": "2026-08-02",
      "occurred_at": "2026-08-02 05:05:12.931179+00",
      "observed_since": "2026-08-01",
      "source": "scan",
      "summary": "Authorization (fail → unverified)",
      "link": "https://verifymcp.io/servers/pipeworx-io-peopledatalabs/peopledatalabs-mcp#chg-chg_019fc0dc-a2f0-7545-9c3d-773558baa596"
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    {
      "id": "chg_019fc0dc-a2f1-757b-8a62-4e6084096546",
      "kind": "tool.description_changed",
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      "subject_kind": "tool",
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      "from_code": null,
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      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "ask_pipeworx"
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      "occurred_on": "2026-08-02",
      "occurred_at": "2026-08-02 05:05:12.931179+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-peopledatalabs/peopledatalabs-mcp#chg-chg_019fc0dc-a2f1-757b-8a62-4e6084096546"
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    {
      "id": "chg_019fc0dc-a2f3-7329-a615-3447d818e123",
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      "family": "",
      "subject_kind": "server",
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      "materiality": "security",
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      "score_delta": null,
      "detail": {},
      "occurred_on": "2026-08-02",
      "occurred_at": "2026-08-02 05:05:12.931179+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-peopledatalabs/peopledatalabs-mcp#chg-chg_019fc0dc-a2f3-7329-a615-3447d818e123"
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    {
      "id": "chg_019fc0dc-a2f2-7947-b5e9-2e48f60a872c",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "deep_research",
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      "from_code": null,
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      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
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      "detail": {
        "tool": "deep_research"
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      "occurred_on": "2026-08-02",
      "occurred_at": "2026-08-02 05:05:12.931179+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-peopledatalabs/peopledatalabs-mcp#chg-chg_019fc0dc-a2f2-7947-b5e9-2e48f60a872c"
    },
    {
      "id": "chg_019fc0dc-a2f2-7448-8e7e-74ecbf145080",
      "kind": "tool.description_changed",
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      "subject_kind": "tool",
      "subject": "ask_pipeworx_grounded",
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      "from_code": null,
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      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "ask_pipeworx_grounded"
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      "occurred_on": "2026-08-02",
      "occurred_at": "2026-08-02 05:05:12.931179+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-peopledatalabs/peopledatalabs-mcp#chg-chg_019fc0dc-a2f2-7448-8e7e-74ecbf145080"
    },
    {
      "id": "chg_019fbbb6-20ec-7e88-930d-787794a06c69",
      "kind": "tool.description_changed",
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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": "2026-08-01",
      "occurred_at": "2026-08-01 05:05:03.199045+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-peopledatalabs/peopledatalabs-mcp#chg-chg_019fbbb6-20ec-7e88-930d-787794a06c69"
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    {
      "id": "chg_019fbbb6-20ec-795c-9346-23d3dc4fd7a3",
      "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 05:05:03.199045+00",
      "observed_since": "2026-07-31",
      "source": "scan",
      "summary": "Authorization (unverified → fail)",
      "link": "https://verifymcp.io/servers/pipeworx-io-peopledatalabs/peopledatalabs-mcp#chg-chg_019fbbb6-20ec-795c-9346-23d3dc4fd7a3"
    },
    {
      "id": "chg_019fbbb6-20ed-7367-9b34-5b7711aa61f4",
      "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"
      },
      "occurred_on": "2026-08-01",
      "occurred_at": "2026-08-01 05:05:03.199045+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-peopledatalabs/peopledatalabs-mcp#chg-chg_019fbbb6-20ed-7367-9b34-5b7711aa61f4"
    },
    {
      "id": "chg_019fbbb6-20ed-78bd-b0e7-2bfaea8b2b97",
      "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"
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      "occurred_on": "2026-08-01",
      "occurred_at": "2026-08-01 05:05:03.199045+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-peopledatalabs/peopledatalabs-mcp#chg-chg_019fbbb6-20ed-78bd-b0e7-2bfaea8b2b97"
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    {
      "id": "chg_019fbbb6-20ed-7d8c-bf6f-2a0ee99700f0",
      "kind": "tool.description_changed",
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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": "2026-08-01",
      "occurred_at": "2026-08-01 05:05:03.199045+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-peopledatalabs/peopledatalabs-mcp#chg-chg_019fbbb6-20ed-7d8c-bf6f-2a0ee99700f0"
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    {
      "id": "chg_019fbbb6-20ee-719c-b859-cbccbe0c24e8",
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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": "2026-08-01",
      "occurred_at": "2026-08-01 05:05:03.199045+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-peopledatalabs/peopledatalabs-mcp#chg-chg_019fbbb6-20ee-719c-b859-cbccbe0c24e8"
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    {
      "id": "chg_019faf1f-ebdc-7f0b-a75a-f49e7e4c64b7",
      "kind": "tool.description_changed",
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      "subject_kind": "tool",
      "subject": "ask_pipeworx",
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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 18:25:32.620766+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-peopledatalabs/peopledatalabs-mcp#chg-chg_019faf1f-ebdc-7f0b-a75a-f49e7e4c64b7"
    },
    {
      "id": "chg_019faf1f-ebde-7d61-9b32-68e1b7578cfb",
      "kind": "server.instructions_changed",
      "family": "",
      "subject_kind": "server",
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      "from_code": null,
      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {},
      "occurred_on": "2026-07-29",
      "occurred_at": "2026-07-29 18:25:32.620766+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-peopledatalabs/peopledatalabs-mcp#chg-chg_019faf1f-ebde-7d61-9b32-68e1b7578cfb"
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    {
      "id": "chg_019faf1f-ebdd-7e29-a4ec-e8f0472ff351",
      "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": "2026-07-29",
      "occurred_at": "2026-07-29 18:25:32.620766+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-peopledatalabs/peopledatalabs-mcp#chg-chg_019faf1f-ebdd-7e29-a4ec-e8f0472ff351"
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    {
      "id": "chg_019faf1f-ebde-7448-a06b-d80d49c1ee99",
      "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"
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      "occurred_on": "2026-07-29",
      "occurred_at": "2026-07-29 18:25:32.620766+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-peopledatalabs/peopledatalabs-mcp#chg-chg_019faf1f-ebde-7448-a06b-d80d49c1ee99"
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    {
      "id": "chg_019faf1f-ebde-795a-96f8-fda6661062ad",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "deep_research",
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      "from_code": null,
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      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "deep_research"
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      "occurred_on": "2026-07-29",
      "occurred_at": "2026-07-29 18:25:32.620766+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-peopledatalabs/peopledatalabs-mcp#chg-chg_019faf1f-ebde-795a-96f8-fda6661062ad"
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    {
      "id": "chg_019fa9a1-18d6-79f0-949d-88322927eb50",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "ask_pipeworx_beta",
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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_beta"
      },
      "occurred_on": "2026-07-28",
      "occurred_at": "2026-07-28 16:48:54.986294+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-peopledatalabs/peopledatalabs-mcp#chg-chg_019fa9a1-18d6-79f0-949d-88322927eb50"
    },
    {
      "id": "chg_019fa9a1-18d6-7664-8dc7-4e146134f90d",
      "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": "2026-07-28",
      "occurred_at": "2026-07-28 16:48:54.986294+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-peopledatalabs/peopledatalabs-mcp#chg-chg_019fa9a1-18d6-7664-8dc7-4e146134f90d"
    },
    {
      "id": "chg_019fa9a1-18d6-7145-b90a-9af6c9e2c683",
      "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"
      },
      "occurred_on": "2026-07-28",
      "occurred_at": "2026-07-28 16:48:54.986294+00",
      "observed_since": "2026-07-27",
      "source": "scan",
      "summary": "Authorization (fail → unverified)",
      "link": "https://verifymcp.io/servers/pipeworx-io-peopledatalabs/peopledatalabs-mcp#chg-chg_019fa9a1-18d6-7145-b90a-9af6c9e2c683"
    },
    {
      "id": "chg_019fa9a1-18d7-76ff-bdb2-b38ace515983",
      "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": "2026-07-28",
      "occurred_at": "2026-07-28 16:48:54.986294+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-peopledatalabs/peopledatalabs-mcp#chg-chg_019fa9a1-18d7-76ff-bdb2-b38ace515983"
    },
    {
      "id": "chg_019fa9a1-18d7-72f2-b5c6-90bd0e938dc6",
      "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": "2026-07-28",
      "occurred_at": "2026-07-28 16:48:54.986294+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-peopledatalabs/peopledatalabs-mcp#chg-chg_019fa9a1-18d7-72f2-b5c6-90bd0e938dc6"
    },
    {
      "id": "chg_019fa9a1-18d6-7d9f-8e82-f7c08a4aaf87",
      "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": "2026-07-28",
      "occurred_at": "2026-07-28 16:48:54.986294+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-peopledatalabs/peopledatalabs-mcp#chg-chg_019fa9a1-18d6-7d9f-8e82-f7c08a4aaf87"
    }
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      "date": "2026-08-03",
      "total": 55,
      "delta": 0,
      "tracked": true,
      "explained": true,
      "beyond_event_horizon": false,
      "attribution": null,
      "event_count": 5
    },
    {
      "date": "2026-08-02",
      "total": 55,
      "delta": 1,
      "tracked": true,
      "explained": true,
      "beyond_event_horizon": false,
      "attribution": null,
      "event_count": 6
    },
    {
      "date": "2026-08-01",
      "total": 54,
      "delta": 0,
      "tracked": true,
      "explained": true,
      "beyond_event_horizon": false,
      "attribution": null,
      "event_count": 6
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    {
      "date": "2026-07-31",
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      "delta": -1,
      "tracked": true,
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    {
      "date": "2026-07-30",
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      "beyond_event_horizon": false,
      "attribution": null,
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    {
      "date": "2026-07-29",
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      "delta": 0,
      "tracked": true,
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      "beyond_event_horizon": false,
      "attribution": null,
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    {
      "date": "2026-07-28",
      "total": 54,
      "delta": 1,
      "tracked": true,
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}