{
  "server": "pipeworx-io-avoindata-fi",
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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-avoindata-fi/avoindata-fi-mcp#chg-chg_019fc640-dda7-7064-b11c-2ec5616926f9"
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      "occurred_at": "2026-08-03 06:12:47.62534+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-avoindata-fi/avoindata-fi-mcp#chg-chg_019fc640-dda6-77b2-97ad-15e87c2f6954"
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    {
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      "occurred_at": "2026-08-03 06:12:47.62534+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-avoindata-fi/avoindata-fi-mcp#chg-chg_019fc640-dda5-7eee-8957-ef448d85e42b"
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    {
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      "occurred_on": "2026-08-03",
      "occurred_at": "2026-08-03 06:12:47.62534+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-avoindata-fi/avoindata-fi-mcp#chg-chg_019fc640-dda5-737c-ab8e-c7c81dab5a31"
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    {
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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 06:12:47.62534+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-avoindata-fi/avoindata-fi-mcp#chg-chg_019fc640-dda4-787b-95ce-c2dcc9b5619f"
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    {
      "id": "chg_019fc11e-649c-7c31-9b2a-ec44c448a018",
      "kind": "tool.description_changed",
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      "subject_kind": "tool",
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      "detail": {
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      "occurred_at": "2026-08-02 06:17:02.345896+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-avoindata-fi/avoindata-fi-mcp#chg-chg_019fc11e-649c-7c31-9b2a-ec44c448a018"
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    {
      "id": "chg_019fc11e-649d-738f-bee9-259571c2b43b",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
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      "materiality": "security",
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      "score_delta": null,
      "detail": {
        "tool": "ask_pipeworx_beta"
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      "occurred_on": "2026-08-02",
      "occurred_at": "2026-08-02 06:17:02.345896+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-avoindata-fi/avoindata-fi-mcp#chg-chg_019fc11e-649d-738f-bee9-259571c2b43b"
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    {
      "id": "chg_019fc11e-649e-7371-a6f8-d838b9a28604",
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      "family": "",
      "subject_kind": "server",
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      "materiality": "security",
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      "detail": {},
      "occurred_on": "2026-08-02",
      "occurred_at": "2026-08-02 06:17:02.345896+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-avoindata-fi/avoindata-fi-mcp#chg-chg_019fc11e-649e-7371-a6f8-d838b9a28604"
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    {
      "id": "chg_019fc11e-649d-7d75-86df-8aab1d775e85",
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      "detail": {
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      "occurred_at": "2026-08-02 06:17:02.345896+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-avoindata-fi/avoindata-fi-mcp#chg-chg_019fc11e-649d-7d75-86df-8aab1d775e85"
    },
    {
      "id": "chg_019fc11e-649d-7892-ae14-3a8865d7027b",
      "kind": "tool.description_changed",
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      "subject_kind": "tool",
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      "materiality": "security",
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      "occurred_on": "2026-08-02",
      "occurred_at": "2026-08-02 06:17:02.345896+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-avoindata-fi/avoindata-fi-mcp#chg-chg_019fc11e-649d-7892-ae14-3a8865d7027b"
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    {
      "id": "chg_019fbbf5-6f8c-75d3-8b19-bbd3294fdad2",
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      "detail": {
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      "occurred_on": "2026-08-01",
      "occurred_at": "2026-08-01 06:14:12.094622+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-avoindata-fi/avoindata-fi-mcp#chg-chg_019fbbf5-6f8c-75d3-8b19-bbd3294fdad2"
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    {
      "id": "chg_019fbbf5-6f8d-704c-9146-276db4a0a618",
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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": "2026-08-01",
      "occurred_at": "2026-08-01 06:14:12.094622+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-avoindata-fi/avoindata-fi-mcp#chg-chg_019fbbf5-6f8d-704c-9146-276db4a0a618"
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    {
      "id": "chg_019fbbf5-6f8d-7605-b450-b90542e02eda",
      "kind": "tool.description_changed",
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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 06:14:12.094622+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-avoindata-fi/avoindata-fi-mcp#chg-chg_019fbbf5-6f8d-7605-b450-b90542e02eda"
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    {
      "id": "chg_019fbbf5-6f8d-7cd7-8b3d-317b3f1d6e8a",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "deep_research",
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      "materiality": "security",
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      "score_delta": null,
      "detail": {
        "tool": "deep_research"
      },
      "occurred_on": "2026-08-01",
      "occurred_at": "2026-08-01 06:14:12.094622+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-avoindata-fi/avoindata-fi-mcp#chg-chg_019fbbf5-6f8d-7cd7-8b3d-317b3f1d6e8a"
    },
    {
      "id": "chg_019fbbf5-6f8e-71e5-9434-6d90c54a32db",
      "kind": "server.instructions_changed",
      "family": "",
      "subject_kind": "server",
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      "from_code": null,
      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {},
      "occurred_on": "2026-08-01",
      "occurred_at": "2026-08-01 06:14:12.094622+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-avoindata-fi/avoindata-fi-mcp#chg-chg_019fbbf5-6f8e-71e5-9434-6d90c54a32db"
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    {
      "id": "chg_019faed9-57cd-75c2-bc74-65748c403896",
      "kind": "tool.description_changed",
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      "subject_kind": "tool",
      "subject": "ask_pipeworx_beta",
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      "materiality": "security",
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      "detail": {
        "tool": "ask_pipeworx_beta"
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      "occurred_on": "2026-07-29",
      "occurred_at": "2026-07-29 17:08:27.201423+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-avoindata-fi/avoindata-fi-mcp#chg-chg_019faed9-57cd-75c2-bc74-65748c403896"
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    {
      "id": "chg_019faed9-57cd-7f17-b4e6-2ef7337626ed",
      "kind": "tool.description_changed",
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      "subject_kind": "tool",
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      "materiality": "security",
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      "detail": {
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      "occurred_on": "2026-07-29",
      "occurred_at": "2026-07-29 17:08:27.201423+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-avoindata-fi/avoindata-fi-mcp#chg-chg_019faed9-57cd-7f17-b4e6-2ef7337626ed"
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    {
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      "subject_kind": "server",
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      "materiality": "security",
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      "occurred_on": "2026-07-29",
      "occurred_at": "2026-07-29 17:08:27.201423+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-avoindata-fi/avoindata-fi-mcp#chg-chg_019faed9-57ce-74ec-a469-8362694fc837"
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    {
      "id": "chg_019faed9-57cd-79e2-91e7-05e45a67f3a3",
      "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",
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      "detail": {
        "tool": "ask_pipeworx_grounded"
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      "occurred_on": "2026-07-29",
      "occurred_at": "2026-07-29 17:08:27.201423+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-avoindata-fi/avoindata-fi-mcp#chg-chg_019faed9-57cd-79e2-91e7-05e45a67f3a3"
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    {
      "id": "chg_019faed9-57cc-7d2c-a13c-b0ce184d5fe9",
      "kind": "tool.description_changed",
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      "subject_kind": "tool",
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      "materiality": "security",
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      "detail": {
        "tool": "ask_pipeworx"
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      "occurred_on": "2026-07-29",
      "occurred_at": "2026-07-29 17:08:27.201423+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-avoindata-fi/avoindata-fi-mcp#chg-chg_019faed9-57cc-7d2c-a13c-b0ce184d5fe9"
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    {
      "id": "chg_019fa9b1-04dc-7a3d-96e6-bec6c6e25ca2",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "ask_pipeworx_beta",
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      "from_code": null,
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      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "ask_pipeworx_beta"
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      "occurred_on": "2026-07-28",
      "occurred_at": "2026-07-28 17:06:18.449611+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-avoindata-fi/avoindata-fi-mcp#chg-chg_019fa9b1-04dc-7a3d-96e6-bec6c6e25ca2"
    },
    {
      "id": "chg_019fa9b1-04dc-7524-a059-7ded86811dd2",
      "kind": "tool.description_changed",
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      "subject_kind": "tool",
      "subject": "ask_pipeworx",
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      "materiality": "security",
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      "score_delta": null,
      "detail": {
        "tool": "ask_pipeworx"
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      "occurred_on": "2026-07-28",
      "occurred_at": "2026-07-28 17:06:18.449611+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-avoindata-fi/avoindata-fi-mcp#chg-chg_019fa9b1-04dc-7524-a059-7ded86811dd2"
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    {
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      "family": "auth-oauth",
      "subject_kind": "check",
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      "from_code": "auth.none_destructive_unverified",
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      "from_value": "unverified",
      "to_value": "fail",
      "materiality": "critical",
      "direction": "regression",
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        "tool": "forget"
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      "occurred_on": "2026-07-28",
      "occurred_at": "2026-07-28 17:06:18.449611+00",
      "observed_since": "2026-07-27",
      "source": "scan",
      "summary": "Authorization (unverified → fail)",
      "link": "https://verifymcp.io/servers/pipeworx-io-avoindata-fi/avoindata-fi-mcp#chg-chg_019fa9b1-04db-7d93-b42e-e3aa4fc462ca"
    },
    {
      "id": "chg_019fa9b1-04dd-7bc0-832f-781ff2d45d7b",
      "kind": "server.instructions_changed",
      "family": "",
      "subject_kind": "server",
      "subject": "instructions",
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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": "2026-07-28",
      "occurred_at": "2026-07-28 17:06:18.449611+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-avoindata-fi/avoindata-fi-mcp#chg-chg_019fa9b1-04dd-7bc0-832f-781ff2d45d7b"
    },
    {
      "id": "chg_019fa9b1-04dd-75c8-a862-6c9643c2179e",
      "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",
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      "detail": {
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      "occurred_on": "2026-07-28",
      "occurred_at": "2026-07-28 17:06:18.449611+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-avoindata-fi/avoindata-fi-mcp#chg-chg_019fa9b1-04dd-75c8-a862-6c9643c2179e"
    },
    {
      "id": "chg_019fa9b1-04dd-7020-9ed6-c2b3f1bf77c9",
      "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"
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      "occurred_on": "2026-07-28",
      "occurred_at": "2026-07-28 17:06:18.449611+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-avoindata-fi/avoindata-fi-mcp#chg-chg_019fa9b1-04dd-7020-9ed6-c2b3f1bf77c9"
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      "date": "2026-08-01",
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}