{
  "server": "pipeworx-io-l2beat",
  "component": "l2beat-mcp",
  "generated_at": "2026-08-04T01:06:42.166Z",
  "tracking_since": "2026-07-26",
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  },
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      "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-l2beat/l2beat-mcp#chg-chg_019fc5c9-ed8a-7755-9794-ae170debe3de"
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    {
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      "occurred_on": "2026-08-03",
      "occurred_at": "2026-08-03 04:02:52.880123+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-l2beat/l2beat-mcp#chg-chg_019fc5c9-ed8a-732d-a79a-a181908804e0"
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    {
      "id": "chg_019fc5c9-ed89-7e87-b3d9-9e9041a770d8",
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      "subject_kind": "tool",
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      "occurred_on": "2026-08-03",
      "occurred_at": "2026-08-03 04:02:52.880123+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-l2beat/l2beat-mcp#chg-chg_019fc5c9-ed89-7e87-b3d9-9e9041a770d8"
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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 04:02:52.880123+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-l2beat/l2beat-mcp#chg-chg_019fc5c9-ed89-720f-8b88-87b7b8a24e3b"
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    {
      "id": "chg_019fc5c9-ed8a-7ab9-b663-1106e8600dac",
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      "subject_kind": "server",
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      "detail": {},
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      "occurred_at": "2026-08-03 04:02:52.880123+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-l2beat/l2beat-mcp#chg-chg_019fc5c9-ed8a-7ab9-b663-1106e8600dac"
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    {
      "id": "chg_019fc0a5-9622-7951-90d0-8fc9ac96d454",
      "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": "2026-08-02",
      "occurred_at": "2026-08-02 04:05:05.170283+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-l2beat/l2beat-mcp#chg-chg_019fc0a5-9622-7951-90d0-8fc9ac96d454"
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    {
      "id": "chg_019fc0a5-9625-765b-b885-14cdfa96dd91",
      "kind": "server.instructions_changed",
      "family": "",
      "subject_kind": "server",
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      "detail": {},
      "occurred_on": "2026-08-02",
      "occurred_at": "2026-08-02 04:05:05.170283+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-l2beat/l2beat-mcp#chg-chg_019fc0a5-9625-765b-b885-14cdfa96dd91"
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    {
      "id": "chg_019fc0a5-9623-7cd5-b2e1-17d1bddf88d4",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "list_projects",
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      "from_code": null,
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      "materiality": "security",
      "direction": "neutral",
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      "detail": {
        "tool": "list_projects"
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      "occurred_on": "2026-08-02",
      "occurred_at": "2026-08-02 04:05:05.170283+00",
      "observed_since": "2026-08-01",
      "source": "scan",
      "summary": "Tool “list_projects” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-l2beat/l2beat-mcp#chg-chg_019fc0a5-9623-7cd5-b2e1-17d1bddf88d4"
    },
    {
      "id": "chg_019fc0a5-9622-7ebf-ab93-b18330b6853d",
      "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": "2026-08-02",
      "occurred_at": "2026-08-02 04:05:05.170283+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-l2beat/l2beat-mcp#chg-chg_019fc0a5-9622-7ebf-ab93-b18330b6853d"
    },
    {
      "id": "chg_019fc0a5-9623-78fa-9507-1d6728adc04c",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "deep_research",
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      "from_code": null,
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      "from_value": null,
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      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "deep_research"
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      "occurred_on": "2026-08-02",
      "occurred_at": "2026-08-02 04:05:05.170283+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-l2beat/l2beat-mcp#chg-chg_019fc0a5-9623-78fa-9507-1d6728adc04c"
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    {
      "id": "chg_019fc0a5-9623-74bc-8b23-d686e13f7188",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "ask_pipeworx_grounded",
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      "from_code": null,
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      "materiality": "security",
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      "detail": {
        "tool": "ask_pipeworx_grounded"
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      "occurred_on": "2026-08-02",
      "occurred_at": "2026-08-02 04:05:05.170283+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-l2beat/l2beat-mcp#chg-chg_019fc0a5-9623-74bc-8b23-d686e13f7188"
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    {
      "id": "chg_019fbb7e-f99a-70ad-a4b3-ab026c54bdfd",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "ask_pipeworx_grounded",
      "subject_child": "",
      "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"
      },
      "occurred_on": "2026-08-01",
      "occurred_at": "2026-08-01 04:04:48.651708+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-l2beat/l2beat-mcp#chg-chg_019fbb7e-f99a-70ad-a4b3-ab026c54bdfd"
    },
    {
      "id": "chg_019fbb7e-f998-795f-a16b-8fca250ca7a8",
      "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": "2026-08-01",
      "occurred_at": "2026-08-01 04:04:48.651708+00",
      "observed_since": "2026-07-31",
      "source": "scan",
      "summary": "Authorization (fail → unverified)",
      "link": "https://verifymcp.io/servers/pipeworx-io-l2beat/l2beat-mcp#chg-chg_019fbb7e-f998-795f-a16b-8fca250ca7a8"
    },
    {
      "id": "chg_019fbb7e-f999-7717-bc60-554481e1d7ca",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "ask_pipeworx",
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      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "ask_pipeworx"
      },
      "occurred_on": "2026-08-01",
      "occurred_at": "2026-08-01 04:04:48.651708+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-l2beat/l2beat-mcp#chg-chg_019fbb7e-f999-7717-bc60-554481e1d7ca"
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    {
      "id": "chg_019fbb7e-f999-7bc8-bee6-0d46bcb2e905",
      "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"
      },
      "occurred_on": "2026-08-01",
      "occurred_at": "2026-08-01 04:04:48.651708+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-l2beat/l2beat-mcp#chg-chg_019fbb7e-f999-7bc8-bee6-0d46bcb2e905"
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    {
      "id": "chg_019fbb7e-f99a-7639-ab07-4df77c87f225",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "deep_research",
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      "from_code": null,
      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "deep_research"
      },
      "occurred_on": "2026-08-01",
      "occurred_at": "2026-08-01 04:04:48.651708+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-l2beat/l2beat-mcp#chg-chg_019fbb7e-f99a-7639-ab07-4df77c87f225"
    },
    {
      "id": "chg_019fbb7e-f99a-7a34-89da-4f76fea4827d",
      "kind": "server.instructions_changed",
      "family": "",
      "subject_kind": "server",
      "subject": "instructions",
      "subject_child": "",
      "from_code": null,
      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {},
      "occurred_on": "2026-08-01",
      "occurred_at": "2026-08-01 04:04:48.651708+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-l2beat/l2beat-mcp#chg-chg_019fbb7e-f99a-7a34-89da-4f76fea4827d"
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    {
      "id": "chg_019faefe-b80a-7292-8f3f-b0b831b56895",
      "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 17:49:16.657893+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-l2beat/l2beat-mcp#chg-chg_019faefe-b80a-7292-8f3f-b0b831b56895"
    },
    {
      "id": "chg_019faefe-b809-7c69-aa00-eebc97823d71",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "deep_research",
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      "from_code": null,
      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "deep_research"
      },
      "occurred_on": "2026-07-29",
      "occurred_at": "2026-07-29 17:49:16.657893+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-l2beat/l2beat-mcp#chg-chg_019faefe-b809-7c69-aa00-eebc97823d71"
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    {
      "id": "chg_019faefe-b805-759b-bd1c-7c0defa11ea2",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "ask_pipeworx_grounded",
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      "from_code": null,
      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "ask_pipeworx_grounded"
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      "occurred_on": "2026-07-29",
      "occurred_at": "2026-07-29 17:49:16.657893+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-l2beat/l2beat-mcp#chg-chg_019faefe-b805-759b-bd1c-7c0defa11ea2"
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    {
      "id": "chg_019faefe-b804-7380-b661-6daf59f035e1",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "ask_pipeworx",
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      "from_code": null,
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      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "ask_pipeworx"
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      "occurred_on": "2026-07-29",
      "occurred_at": "2026-07-29 17:49:16.657893+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-l2beat/l2beat-mcp#chg-chg_019faefe-b804-7380-b661-6daf59f035e1"
    },
    {
      "id": "chg_019faefe-b804-7a48-a5f8-5ecf20f1dfaa",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "ask_pipeworx_beta",
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      "from_code": null,
      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "ask_pipeworx_beta"
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      "occurred_on": "2026-07-29",
      "occurred_at": "2026-07-29 17:49:16.657893+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-l2beat/l2beat-mcp#chg-chg_019faefe-b804-7a48-a5f8-5ecf20f1dfaa"
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    {
      "id": "chg_019fa978-d0e1-737a-b65a-f68ca9bbcb5c",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "ask_pipeworx_beta",
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      "from_code": null,
      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "ask_pipeworx_beta"
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      "occurred_on": "2026-07-28",
      "occurred_at": "2026-07-28 16:04:55.124538+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-l2beat/l2beat-mcp#chg-chg_019fa978-d0e1-737a-b65a-f68ca9bbcb5c"
    },
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      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
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      "occurred_at": "2026-07-28 16:04:55.124538+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-l2beat/l2beat-mcp#chg-chg_019fa978-d0e2-72c6-9d5a-a8462ddf8781"
    },
    {
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      "subject_kind": "tool",
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      "from_value": null,
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      "materiality": "security",
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      "occurred_at": "2026-07-28 16:04:55.124538+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-l2beat/l2beat-mcp#chg-chg_019fa978-d0e1-7dc6-9587-43aabe5f6400"
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    {
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      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
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      "detail": {
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      "occurred_at": "2026-07-28 16:04:55.124538+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-l2beat/l2beat-mcp#chg-chg_019fa978-d0e1-7960-a349-9fa3fea8471a"
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    {
      "id": "chg_019fa978-d0e0-7b31-8aa0-4242dd2b0482",
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      "family": "",
      "subject_kind": "tool",
      "subject": "ask_pipeworx",
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      "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 16:04:55.124538+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-l2beat/l2beat-mcp#chg-chg_019fa978-d0e0-7b31-8aa0-4242dd2b0482"
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