{
  "$schema": "https://verifymcp.io/schemas/changelog.json",
  "server": "tech-machinepulse-machinepulse",
  "component": "machinepulse",
  "generated_at": "2026-11-05T04:50:08.870Z",
  "tracking_since": "2026-10-21",
  "counts": {
    "critical": 0,
    "security": 19,
    "functional": 0,
    "cosmetic": 0
  },
  "events": [
    {
      "id": "chg_01a17bc4-43fd-74a2-8f42-2fb3f5e729eb",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "search_mcp_servers",
      "subject_child": "",
      "from_code": null,
      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "search_mcp_servers"
      },
      "occurred_on": "2026-10-27",
      "occurred_at": "2026-10-27 05:10:22.227592+00",
      "observed_since": "2026-10-26",
      "source": "scan",
      "summary": "Tool “search_mcp_servers” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/tech-machinepulse-machinepulse/machinepulse#chg-chg_01a17bc4-43fd-74a2-8f42-2fb3f5e729eb"
    },
    {
      "id": "chg_01a1648e-4cc7-7e8f-afc6-455a861c5300",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "get_finance_summary",
      "subject_child": "",
      "from_code": null,
      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "get_finance_summary"
      },
      "occurred_on": "2026-10-22",
      "occurred_at": "2026-10-22 17:00:09.454149+00",
      "observed_since": "2026-10-22",
      "source": "scan",
      "summary": "Tool “get_finance_summary” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/tech-machinepulse-machinepulse/machinepulse#chg-chg_01a1648e-4cc7-7e8f-afc6-455a861c5300"
    },
    {
      "id": "chg_01a1648e-4c66-7650-b098-15c9e0edc9cc",
      "kind": "check.reverified",
      "family": "stability",
      "subject_kind": "check",
      "subject": "stability",
      "subject_child": "",
      "from_code": "stability.insufficient_history",
      "to_code": "stability.churn",
      "from_value": "unverified",
      "to_value": "fail",
      "materiality": "security",
      "direction": "regression",
      "score_delta": null,
      "detail": {
        "days": "1",
        "added": "4",
        "breaks": "0",
        "removed": "4",
        "auth_transport": "0"
      },
      "occurred_on": "2026-10-22",
      "occurred_at": "2026-10-22 17:00:09.454149+00",
      "observed_since": "2026-10-21",
      "source": "scan",
      "summary": "Stability (unverified → fail)",
      "link": "https://verifymcp.io/servers/tech-machinepulse-machinepulse/machinepulse#chg-chg_01a1648e-4c66-7650-b098-15c9e0edc9cc"
    },
    {
      "id": "chg_01a1648e-4c99-75c5-93b3-616c618a15d1",
      "kind": "check.reverified",
      "family": "auth-oauth",
      "subject_kind": "check",
      "subject": "auth-oauth",
      "subject_child": "",
      "from_code": "auth.none_undeclared",
      "to_code": "auth.none_no_destructive",
      "from_value": "unverified",
      "to_value": "partial",
      "materiality": "security",
      "direction": "improvement",
      "score_delta": null,
      "detail": {},
      "occurred_on": "2026-10-22",
      "occurred_at": "2026-10-22 17:00:09.454149+00",
      "observed_since": "2026-10-21",
      "source": "scan",
      "summary": "Authorization (unverified → partial)",
      "link": "https://verifymcp.io/servers/tech-machinepulse-machinepulse/machinepulse#chg-chg_01a1648e-4c99-75c5-93b3-616c618a15d1"
    },
    {
      "id": "chg_01a1648e-4cb6-7c1e-9fc8-367cfd2c8c81",
      "kind": "tool.removed",
      "family": "",
      "subject_kind": "tool",
      "subject": "data_quality",
      "subject_child": "",
      "from_code": null,
      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "regression",
      "score_delta": null,
      "detail": {
        "tool": "data_quality"
      },
      "occurred_on": "2026-10-22",
      "occurred_at": "2026-10-22 17:00:09.454149+00",
      "observed_since": "2026-10-22",
      "source": "scan",
      "summary": "Tool “data_quality” was removed",
      "link": "https://verifymcp.io/servers/tech-machinepulse-machinepulse/machinepulse#chg-chg_01a1648e-4cb6-7c1e-9fc8-367cfd2c8c81"
    },
    {
      "id": "chg_01a1648e-4cb9-7ec6-b0ad-4fecd2e95992",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "get_agents_summary",
      "subject_child": "",
      "from_code": null,
      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "get_agents_summary"
      },
      "occurred_on": "2026-10-22",
      "occurred_at": "2026-10-22 17:00:09.454149+00",
      "observed_since": "2026-10-22",
      "source": "scan",
      "summary": "Tool “get_agents_summary” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/tech-machinepulse-machinepulse/machinepulse#chg-chg_01a1648e-4cb9-7ec6-b0ad-4fecd2e95992"
    },
    {
      "id": "chg_01a1648e-4cc2-7e33-9b16-dd25b1205226",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "get_ecosystem_events",
      "subject_child": "",
      "from_code": null,
      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "get_ecosystem_events"
      },
      "occurred_on": "2026-10-22",
      "occurred_at": "2026-10-22 17:00:09.454149+00",
      "observed_since": "2026-10-22",
      "source": "scan",
      "summary": "Tool “get_ecosystem_events” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/tech-machinepulse-machinepulse/machinepulse#chg-chg_01a1648e-4cc2-7e33-9b16-dd25b1205226"
    },
    {
      "id": "chg_01a1648e-4cc6-7e48-aad5-c6be6e6801d5",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "get_entity_profile",
      "subject_child": "",
      "from_code": null,
      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "get_entity_profile"
      },
      "occurred_on": "2026-10-22",
      "occurred_at": "2026-10-22 17:00:09.454149+00",
      "observed_since": "2026-10-22",
      "source": "scan",
      "summary": "Tool “get_entity_profile” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/tech-machinepulse-machinepulse/machinepulse#chg-chg_01a1648e-4cc6-7e48-aad5-c6be6e6801d5"
    },
    {
      "id": "chg_01a1648e-4cd5-75c7-b8ce-94880971a368",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "get_github_trending",
      "subject_child": "",
      "from_code": null,
      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "get_github_trending"
      },
      "occurred_on": "2026-10-22",
      "occurred_at": "2026-10-22 17:00:09.454149+00",
      "observed_since": "2026-10-22",
      "source": "scan",
      "summary": "Tool “get_github_trending” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/tech-machinepulse-machinepulse/machinepulse#chg-chg_01a1648e-4cd5-75c7-b8ce-94880971a368"
    },
    {
      "id": "chg_01a1648e-4cdf-7e9a-b4c7-358f7c2938c8",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "get_llm_summary",
      "subject_child": "",
      "from_code": null,
      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "get_llm_summary"
      },
      "occurred_on": "2026-10-22",
      "occurred_at": "2026-10-22 17:00:09.454149+00",
      "observed_since": "2026-10-22",
      "source": "scan",
      "summary": "Tool “get_llm_summary” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/tech-machinepulse-machinepulse/machinepulse#chg-chg_01a1648e-4cdf-7e9a-b4c7-358f7c2938c8"
    },
    {
      "id": "chg_01a1648e-4cea-7c06-a6a6-ca6387402e4d",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "get_mcp_ecosystem_summary",
      "subject_child": "",
      "from_code": null,
      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "get_mcp_ecosystem_summary"
      },
      "occurred_on": "2026-10-22",
      "occurred_at": "2026-10-22 17:00:09.454149+00",
      "observed_since": "2026-10-22",
      "source": "scan",
      "summary": "Tool “get_mcp_ecosystem_summary” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/tech-machinepulse-machinepulse/machinepulse#chg-chg_01a1648e-4cea-7c06-a6a6-ca6387402e4d"
    },
    {
      "id": "chg_01a1648e-4ced-7cd1-a222-3a74934ef2a8",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "get_npm_trends",
      "subject_child": "",
      "from_code": null,
      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "get_npm_trends"
      },
      "occurred_on": "2026-10-22",
      "occurred_at": "2026-10-22 17:00:09.454149+00",
      "observed_since": "2026-10-22",
      "source": "scan",
      "summary": "Tool “get_npm_trends” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/tech-machinepulse-machinepulse/machinepulse#chg-chg_01a1648e-4ced-7cd1-a222-3a74934ef2a8"
    },
    {
      "id": "chg_01a1648e-4cf9-7be7-be31-07d823134aee",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "get_package_comparison",
      "subject_child": "",
      "from_code": null,
      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "get_package_comparison"
      },
      "occurred_on": "2026-10-22",
      "occurred_at": "2026-10-22 17:00:09.454149+00",
      "observed_since": "2026-10-22",
      "source": "scan",
      "summary": "Tool “get_package_comparison” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/tech-machinepulse-machinepulse/machinepulse#chg-chg_01a1648e-4cf9-7be7-be31-07d823134aee"
    },
    {
      "id": "chg_01a1648e-4cfa-7613-b6a8-20c6484ad4e8",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "get_protocols_timeline",
      "subject_child": "",
      "from_code": null,
      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "get_protocols_timeline"
      },
      "occurred_on": "2026-10-22",
      "occurred_at": "2026-10-22 17:00:09.454149+00",
      "observed_since": "2026-10-22",
      "source": "scan",
      "summary": "Tool “get_protocols_timeline” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/tech-machinepulse-machinepulse/machinepulse#chg-chg_01a1648e-4cfa-7613-b6a8-20c6484ad4e8"
    },
    {
      "id": "chg_01a1648e-4cfa-7ee7-a874-03c42cd6bd13",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "get_pypi_trends",
      "subject_child": "",
      "from_code": null,
      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "get_pypi_trends"
      },
      "occurred_on": "2026-10-22",
      "occurred_at": "2026-10-22 17:00:09.454149+00",
      "observed_since": "2026-10-22",
      "source": "scan",
      "summary": "Tool “get_pypi_trends” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/tech-machinepulse-machinepulse/machinepulse#chg-chg_01a1648e-4cfa-7ee7-a874-03c42cd6bd13"
    },
    {
      "id": "chg_01a1648e-4cfb-799b-84a0-932015de4201",
      "kind": "tool.removed",
      "family": "",
      "subject_kind": "tool",
      "subject": "leaderboard",
      "subject_child": "",
      "from_code": null,
      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "regression",
      "score_delta": null,
      "detail": {
        "tool": "leaderboard"
      },
      "occurred_on": "2026-10-22",
      "occurred_at": "2026-10-22 17:00:09.454149+00",
      "observed_since": "2026-10-22",
      "source": "scan",
      "summary": "Tool “leaderboard” was removed",
      "link": "https://verifymcp.io/servers/tech-machinepulse-machinepulse/machinepulse#chg-chg_01a1648e-4cfb-799b-84a0-932015de4201"
    },
    {
      "id": "chg_01a1648e-4cfc-74bd-a764-785134c9029d",
      "kind": "tool.removed",
      "family": "",
      "subject_kind": "tool",
      "subject": "market_overview",
      "subject_child": "",
      "from_code": null,
      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "regression",
      "score_delta": null,
      "detail": {
        "tool": "market_overview"
      },
      "occurred_on": "2026-10-22",
      "occurred_at": "2026-10-22 17:00:09.454149+00",
      "observed_since": "2026-10-22",
      "source": "scan",
      "summary": "Tool “market_overview” was removed",
      "link": "https://verifymcp.io/servers/tech-machinepulse-machinepulse/machinepulse#chg-chg_01a1648e-4cfc-74bd-a764-785134c9029d"
    },
    {
      "id": "chg_01a1648e-4cfd-7a6c-9c8e-348a86328d35",
      "kind": "tool.removed",
      "family": "",
      "subject_kind": "tool",
      "subject": "pulse",
      "subject_child": "",
      "from_code": null,
      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "regression",
      "score_delta": null,
      "detail": {
        "tool": "pulse"
      },
      "occurred_on": "2026-10-22",
      "occurred_at": "2026-10-22 17:00:09.454149+00",
      "observed_since": "2026-10-22",
      "source": "scan",
      "summary": "Tool “pulse” was removed",
      "link": "https://verifymcp.io/servers/tech-machinepulse-machinepulse/machinepulse#chg-chg_01a1648e-4cfd-7a6c-9c8e-348a86328d35"
    },
    {
      "id": "chg_01a1648e-4cfe-7878-931a-c105661ed1d7",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "search_mcp_servers",
      "subject_child": "",
      "from_code": null,
      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "search_mcp_servers"
      },
      "occurred_on": "2026-10-22",
      "occurred_at": "2026-10-22 17:00:09.454149+00",
      "observed_since": "2026-10-22",
      "source": "scan",
      "summary": "Tool “search_mcp_servers” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/tech-machinepulse-machinepulse/machinepulse#chg-chg_01a1648e-4cfe-7878-931a-c105661ed1d7"
    }
  ],
  "days": [
    {
      "date": "2026-11-04",
      "total": 72,
      "delta": 1,
      "tracked": true,
      "explained": false,
      "beyond_event_horizon": false,
      "attribution": {
        "category": "Stability & Change Management",
        "from": 18,
        "to": 22,
        "delta": 4,
        "others": [],
        "accrual": null,
        "partial": false,
        "compared_to": "2026-11-03",
        "summary": "No change was recorded against any check on this day. Stability & Change Management went from 18 to 22."
      },
      "event_count": 0
    },
    {
      "date": "2026-11-02",
      "total": 71,
      "delta": 1,
      "tracked": true,
      "explained": false,
      "beyond_event_horizon": false,
      "attribution": {
        "category": "Stability & Change Management",
        "from": 12,
        "to": 15,
        "delta": 3,
        "others": [],
        "accrual": null,
        "partial": false,
        "compared_to": "2026-11-01",
        "summary": "No change was recorded against any check on this day. Stability & Change Management went from 12 to 15."
      },
      "event_count": 0
    },
    {
      "date": "2026-10-31",
      "total": 70,
      "delta": 1,
      "tracked": true,
      "explained": false,
      "beyond_event_horizon": false,
      "attribution": {
        "category": "Stability & Change Management",
        "from": 5,
        "to": 8,
        "delta": 3,
        "others": [],
        "accrual": null,
        "partial": false,
        "compared_to": "2026-10-30",
        "summary": "No change was recorded against any check on this day. Stability & Change Management went from 5 to 8."
      },
      "event_count": 0
    },
    {
      "date": "2026-10-27",
      "total": 69,
      "delta": 0,
      "tracked": true,
      "explained": true,
      "beyond_event_horizon": false,
      "attribution": null,
      "event_count": 1
    },
    {
      "date": "2026-10-22",
      "total": 69,
      "delta": 7,
      "tracked": true,
      "explained": true,
      "beyond_event_horizon": false,
      "attribution": null,
      "event_count": 25
    },
    {
      "date": "2026-10-21",
      "total": 62,
      "delta": null,
      "tracked": true,
      "explained": true,
      "beyond_event_horizon": false,
      "attribution": null,
      "event_count": 0
    }
  ]
}