{
  "$schema": "https://verifymcp.io/schemas/changelog.json",
  "server": "ai-swarmnest-mcp",
  "component": "swarmnest",
  "generated_at": "2026-11-05T12:04:01.777Z",
  "tracking_since": "2026-10-23",
  "counts": {
    "critical": 0,
    "security": 12,
    "functional": 0,
    "cosmetic": 0
  },
  "events": [
    {
      "id": "chg_01a19fa4-3d3f-71bd-9e93-5f008da7b11e",
      "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": "2026-11-03",
      "occurred_at": "2026-11-03 04:21:43.171414+00",
      "observed_since": "2026-11-02",
      "source": "scan",
      "summary": "The server rewrote its instructions, which are the text every model session reads",
      "link": "https://verifymcp.io/servers/ai-swarmnest-mcp/swarmnest#chg-chg_01a19fa4-3d3f-71bd-9e93-5f008da7b11e"
    },
    {
      "id": "chg_01a1902e-8dbc-79f0-8b23-6126af4668f4",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "get_entry",
      "subject_child": "",
      "from_code": null,
      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "get_entry"
      },
      "occurred_on": "2026-10-31",
      "occurred_at": "2026-10-31 04:18:52.271485+00",
      "observed_since": "2026-10-30",
      "source": "scan",
      "summary": "Tool “get_entry” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/ai-swarmnest-mcp/swarmnest#chg-chg_01a1902e-8dbc-79f0-8b23-6126af4668f4"
    },
    {
      "id": "chg_01a1902e-8dbd-7555-8d6d-eec0de3f8a10",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "get_hive_notifications",
      "subject_child": "",
      "from_code": null,
      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "get_hive_notifications"
      },
      "occurred_on": "2026-10-31",
      "occurred_at": "2026-10-31 04:18:52.271485+00",
      "observed_since": "2026-10-30",
      "source": "scan",
      "summary": "Tool “get_hive_notifications” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/ai-swarmnest-mcp/swarmnest#chg-chg_01a1902e-8dbd-7555-8d6d-eec0de3f8a10"
    },
    {
      "id": "chg_01a1902e-8dbd-7b63-97e3-ad59a614a0f1",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "submit_field_report",
      "subject_child": "",
      "from_code": null,
      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "submit_field_report"
      },
      "occurred_on": "2026-10-31",
      "occurred_at": "2026-10-31 04:18:52.271485+00",
      "observed_since": "2026-10-30",
      "source": "scan",
      "summary": "Tool “submit_field_report” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/ai-swarmnest-mcp/swarmnest#chg-chg_01a1902e-8dbd-7b63-97e3-ad59a614a0f1"
    },
    {
      "id": "chg_01a1902e-8dbf-770e-ae27-1f46557c8fc9",
      "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 04:18:52.271485+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/ai-swarmnest-mcp/swarmnest#chg-chg_01a1902e-8dbf-770e-ae27-1f46557c8fc9"
    },
    {
      "id": "chg_01a18b74-5c24-727d-8f1c-e6a250cef13f",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "get_field_reports",
      "subject_child": "",
      "from_code": null,
      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "get_field_reports"
      },
      "occurred_on": "2026-10-30",
      "occurred_at": "2026-10-30 06:17:01.143805+00",
      "observed_since": "2026-10-30",
      "source": "scan",
      "summary": "Tool “get_field_reports” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/ai-swarmnest-mcp/swarmnest#chg-chg_01a18b74-5c24-727d-8f1c-e6a250cef13f"
    },
    {
      "id": "chg_01a18b74-5c24-7e03-bfdf-e3f34af28a5e",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "get_hive",
      "subject_child": "",
      "from_code": null,
      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "get_hive"
      },
      "occurred_on": "2026-10-30",
      "occurred_at": "2026-10-30 06:17:01.143805+00",
      "observed_since": "2026-10-30",
      "source": "scan",
      "summary": "Tool “get_hive” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/ai-swarmnest-mcp/swarmnest#chg-chg_01a18b74-5c24-7e03-bfdf-e3f34af28a5e"
    },
    {
      "id": "chg_01a18b74-5c25-7a10-a3ce-fac9ddfde897",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "hive_flag",
      "subject_child": "",
      "from_code": null,
      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "hive_flag"
      },
      "occurred_on": "2026-10-30",
      "occurred_at": "2026-10-30 06:17:01.143805+00",
      "observed_since": "2026-10-30",
      "source": "scan",
      "summary": "Tool “hive_flag” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/ai-swarmnest-mcp/swarmnest#chg-chg_01a18b74-5c25-7a10-a3ce-fac9ddfde897"
    },
    {
      "id": "chg_01a18b74-5c26-7252-9dd6-8aa648887b9e",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "hive_post",
      "subject_child": "",
      "from_code": null,
      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "hive_post"
      },
      "occurred_on": "2026-10-30",
      "occurred_at": "2026-10-30 06:17:01.143805+00",
      "observed_since": "2026-10-30",
      "source": "scan",
      "summary": "Tool “hive_post” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/ai-swarmnest-mcp/swarmnest#chg-chg_01a18b74-5c26-7252-9dd6-8aa648887b9e"
    },
    {
      "id": "chg_01a18b74-5c27-72db-9ea7-d1db4044559b",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "hive_reply",
      "subject_child": "",
      "from_code": null,
      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "hive_reply"
      },
      "occurred_on": "2026-10-30",
      "occurred_at": "2026-10-30 06:17:01.143805+00",
      "observed_since": "2026-10-30",
      "source": "scan",
      "summary": "Tool “hive_reply” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/ai-swarmnest-mcp/swarmnest#chg-chg_01a18b74-5c27-72db-9ea7-d1db4044559b"
    },
    {
      "id": "chg_01a18b74-5c28-78f5-a708-a0e3871bb7eb",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "submit_field_report",
      "subject_child": "",
      "from_code": null,
      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "submit_field_report"
      },
      "occurred_on": "2026-10-30",
      "occurred_at": "2026-10-30 06:17:01.143805+00",
      "observed_since": "2026-10-30",
      "source": "scan",
      "summary": "Tool “submit_field_report” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/ai-swarmnest-mcp/swarmnest#chg-chg_01a18b74-5c28-78f5-a708-a0e3871bb7eb"
    },
    {
      "id": "chg_01a18b02-79b1-723c-a7d1-6d2a5b800136",
      "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 04:12:37.559554+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/ai-swarmnest-mcp/swarmnest#chg-chg_01a18b02-79b1-723c-a7d1-6d2a5b800136"
    }
  ],
  "days": [
    {
      "date": "2026-11-05",
      "total": 75,
      "delta": 1,
      "tracked": true,
      "explained": false,
      "beyond_event_horizon": false,
      "attribution": {
        "category": "Stability & Change Management",
        "from": 40,
        "to": 43,
        "delta": 3,
        "others": [],
        "accrual": {
          "code": "stability.building_history",
          "from_days": 12,
          "to_days": 13
        },
        "partial": false,
        "compared_to": "2026-11-04",
        "summary": "No change was recorded against any check on this day. Stability & Change Management went from 40 to 43. That category is still filling its 30-day observation window: 12 days of observed history at the previous scan, 13 at this one. The score rises as the window fills, whether or not the server changes."
      },
      "event_count": 0
    },
    {
      "date": "2026-11-03",
      "total": 74,
      "delta": 0,
      "tracked": true,
      "explained": true,
      "beyond_event_horizon": false,
      "attribution": null,
      "event_count": 2
    },
    {
      "date": "2026-11-02",
      "total": 74,
      "delta": 1,
      "tracked": true,
      "explained": false,
      "beyond_event_horizon": false,
      "attribution": {
        "category": "Stability & Change Management",
        "from": 30,
        "to": 33,
        "delta": 3,
        "others": [],
        "accrual": {
          "code": "stability.building_history",
          "from_days": 9,
          "to_days": 10
        },
        "partial": false,
        "compared_to": "2026-11-01",
        "summary": "No change was recorded against any check on this day. Stability & Change Management went from 30 to 33. That category is still filling its 30-day observation window: 9 days of observed history at the previous scan, 10 at this one. The score rises as the window fills, whether or not the server changes."
      },
      "event_count": 0
    },
    {
      "date": "2026-10-31",
      "total": 73,
      "delta": 1,
      "tracked": true,
      "explained": true,
      "beyond_event_horizon": false,
      "attribution": null,
      "event_count": 7
    },
    {
      "date": "2026-10-30",
      "total": 72,
      "delta": -1,
      "tracked": true,
      "explained": true,
      "beyond_event_horizon": false,
      "attribution": null,
      "event_count": 34
    },
    {
      "date": "2026-10-29",
      "total": 73,
      "delta": 1,
      "tracked": true,
      "explained": false,
      "beyond_event_horizon": false,
      "attribution": {
        "category": "Stability & Change Management",
        "from": 17,
        "to": 20,
        "delta": 3,
        "others": [],
        "accrual": {
          "code": "stability.building_history",
          "from_days": 5,
          "to_days": 6
        },
        "partial": false,
        "compared_to": "2026-10-28",
        "summary": "No change was recorded against any check on this day. Stability & Change Management went from 17 to 20. That category is still filling its 30-day observation window: 5 days of observed history at the previous scan, 6 at this one. The score rises as the window fills, whether or not the server changes."
      },
      "event_count": 0
    },
    {
      "date": "2026-10-27",
      "total": 72,
      "delta": 1,
      "tracked": true,
      "explained": false,
      "beyond_event_horizon": false,
      "attribution": {
        "category": "Stability & Change Management",
        "from": 10,
        "to": 13,
        "delta": 3,
        "others": [],
        "accrual": {
          "code": "stability.building_history",
          "from_days": 3,
          "to_days": 4
        },
        "partial": false,
        "compared_to": "2026-10-26",
        "summary": "No change was recorded against any check on this day. Stability & Change Management went from 10 to 13. That category is still filling its 30-day observation window: 3 days of observed history at the previous scan, 4 at this one. The score rises as the window fills, whether or not the server changes."
      },
      "event_count": 0
    },
    {
      "date": "2026-10-25",
      "total": 71,
      "delta": 1,
      "tracked": true,
      "explained": false,
      "beyond_event_horizon": false,
      "attribution": {
        "category": "Stability & Change Management",
        "from": 3,
        "to": 7,
        "delta": 4,
        "others": [],
        "accrual": {
          "code": "stability.building_history",
          "from_days": 1,
          "to_days": 2
        },
        "partial": false,
        "compared_to": "2026-10-24",
        "summary": "No change was recorded against any check on this day. Stability & Change Management went from 3 to 7. That category is still filling its 30-day observation window: 1 days of observed history at the previous scan, 2 at this one. The score rises as the window fills, whether or not the server changes."
      },
      "event_count": 0
    }
  ]
}