{
  "windows": {
    "last_24h": {
      "to": "2026-11-04T21:52:00Z",
      "from": "2026-11-03T21:52:00Z"
    },
    "last_30d": {
      "to": "2026-11-04T21:52:00Z",
      "from": "2026-10-05T21:52:00Z"
    }
  },
  "baseline": false,
  "visitors": {
    "prober_names_24h": 54,
    "prober_names_30d": 109,
    "crawler_names_24h": 16,
    "crawler_names_30d": 32,
    "ai_user_requests_24h": 267,
    "ai_user_requests_30d": 1127
  },
  "operation": {
    "started_on": "2026-10-06",
    "servers_observed": 12127,
    "observations_total": 168388,
    "consecutive_observation_days": 30
  },
  "highlights": [],
  "remote_mcp": {
    "last_24h": {
      "initialize": 72,
      "tools_list": 55,
      "tools_call_ok": 0,
      "ok_get_lowdown": 0,
      "ok_find_servers": 0,
      "tools_call_attempts": 0,
      "tools_call_tool_error": 0,
      "tools_call_other_error": 0
    },
    "last_30d": {
      "initialize": 72,
      "tools_list": 55,
      "tools_call_ok": 0,
      "ok_get_lowdown": 0,
      "ok_find_servers": 0,
      "tools_call_attempts": 0,
      "tools_call_tool_error": 0,
      "tools_call_other_error": 0
    },
    "recorded_since": "2026-11-04T16:52:21Z",
    "user_agents_30d": {
      "initialize": 30,
      "tools_list": 23,
      "tools_call_ok": 0
    }
  },
  "definitions": {
    "remote_mcp": "JSON-RPC messages received at /mcp. tools_call_attempts counts every tools/call; tools_call_ok counts only calls that returned a result without isError. User-agent counts are per User-Agent string, not per verified client, and do not form a single client's path.",
    "prober_names": "Distinct names from User-Agent strings that declare a check, probe, scan, monitor, index or similar purpose. Names are taken from the declaration and are not verified identities; one operator may use several names and different operators may share one.",
    "crawler_names": "Distinct names from User-Agent strings that declare bot, crawler or spider and do not declare a check purpose.",
    "ai_user_requests": "Requests whose User-Agent belongs to an AI assistant acting for a person (for example Claude-User). Counted without names.",
    "regular_monitors": "Check-tool names seen on at least 3 different UTC days in the last 30 days with at least 2 measured intervals. Requests less than 5 minutes apart count as one visit; the interval is the median time between visit starts, from actual request times. Otherwise the interval is unknown.",
    "servers_observed": "MCP Registry servers whose latest daily check is at most 2 days old.",
    "observations_total": "Rows in Lowdown Scanner observations (one row per probe of one remote).",
    "declared_user_agent": "The most recent User-Agent string sent under that name, as declared by the visitor. Lowdown adds no interpretation.",
    "excluded_test_traffic": "Per-message records with x-agent-id lowdown-self-test or clientInfo name ivan-check are excluded from all counts.",
    "consecutive_observation_days": "UTC days in a row, ending today or yesterday, with at least one Scanner observation."
  },
  "directories": [
    {
      "url": null,
      "name": "Claude connector directory",
      "note": "Submission portal status: published",
      "status": "listed",
      "confirmed_on": "2026-11-02"
    }
  ],
  "limitations": [
    "All visitor names and kinds come from User-Agent declarations, which any client can change.",
    "Requests the operator makes through an AI assistant (for example Claude with the Lowdown connector) cannot be told apart from other users of that assistant.",
    "Scanner observations come from one network location and are not uptime measurements."
  ],
  "snapshot_id": 5,
  "generated_at": "2026-11-04T21:52:00Z",
  "summary_lines": [
    "Observing 12,127 MCP Registry servers with daily checks; 168,388 Scanner observations recorded since 2026-10-06.",
    "30 consecutive days with daily checks.",
    "Last 30 days: 109 names declaring an MCP check tool and 32 names declaring a crawler requested Lowdown (User-Agent declarations, not verified identities).",
    "53 check tools visited on 3 or more different days in the last 30 days.",
    "Remote MCP, last 30 days: 72 initialize, 55 tools/list, 0 tools/call (0 succeeded). Recorded per message since 2026-11-04."
  ],
  "schema_version": 1,
  "highlight_rules": {
    "record": "A 24-hour value is higher than in every earlier snapshot. Starts after 7 days of snapshots (tool calls: after 7 days of per-message records).",
    "baseline": "The first snapshot only sets a baseline and creates no highlights.",
    "milestone": "A value crossed a fixed threshold since the previous snapshot.",
    "new_monitor": "A name newly meets the regular monitor rule; dated by the third different day it was seen.",
    "visible_for": "Highlights are listed for 7 days after they occur. Records are kept.",
    "records_active": false,
    "first_tool_call": "The earliest successful tools/call ever recorded for a User-Agent name. Starts after 7 days of per-message records.",
    "tool_call_highlights_active": false
  },
  "update_interval": "hourly",
  "regular_monitors": [
    {
      "name": "histor",
      "visits": 137,
      "interval": "measured",
      "days_seen": 6,
      "last_seen": "2026-11-04T21:44:28Z",
      "first_seen": "2026-10-30T06:12:25Z",
      "qualified_on": "2026-11-01",
      "declared_user_agent": "histor/0.5.1 (+https://histor.modelmarket.dev/#crawler; read-only: discover + tools/list)",
      "median_interval_minutes": 30.8
    },
    {
      "name": "ado-p5-health",
      "visits": 125,
      "interval": "measured",
      "days_seen": 6,
      "last_seen": "2026-11-04T21:22:04Z",
      "first_seen": "2026-10-30T06:18:20Z",
      "qualified_on": "2026-11-01",
      "declared_user_agent": "ado-p5-health/1",
      "median_interval_minutes": 60.1
    },
    {
      "name": "AgentRankProbe",
      "visits": 75,
      "interval": "measured",
      "days_seen": 6,
      "last_seen": "2026-11-04T21:46:41Z",
      "first_seen": "2026-10-30T06:38:11Z",
      "qualified_on": "2026-11-01",
      "declared_user_agent": "AgentRankProbe/0.1 (+https://spark.tail6ec125.ts.net/developers)",
      "median_interval_minutes": 99.9
    },
    {
      "name": "agent-collector",
      "visits": 29,
      "interval": "measured",
      "days_seen": 6,
      "last_seen": "2026-11-04T18:55:58Z",
      "first_seen": "2026-10-30T03:38:11Z",
      "qualified_on": "2026-11-01",
      "declared_user_agent": "agent-collector/0.1 (+health check; no payment is made)",
      "median_interval_minutes": 334.5
    },
    {
      "name": "BrickBlueBot",
      "visits": 29,
      "interval": "measured",
      "days_seen": 6,
      "last_seen": "2026-11-04T20:31:47Z",
      "first_seen": "2026-10-30T04:01:53Z",
      "qualified_on": "2026-11-01",
      "declared_user_agent": "BrickBlueBot/0.1 (+https://brick.blue/bot?h=lowdown-proxy.vercel.app; agentic-web registry)",
      "median_interval_minutes": 166.1
    },
    {
      "name": "mcptry",
      "visits": 28,
      "interval": "measured",
      "days_seen": 6,
      "last_seen": "2026-11-04T19:23:19Z",
      "first_seen": "2026-10-30T04:16:58Z",
      "qualified_on": "2026-11-01",
      "declared_user_agent": "mcptry.com indexer (+https://mcptry.com/about)",
      "median_interval_minutes": 300
    },
    {
      "name": "Moonglade",
      "visits": 27,
      "interval": "measured",
      "days_seen": 6,
      "last_seen": "2026-11-04T20:35:39Z",
      "first_seen": "2026-10-30T03:45:03Z",
      "qualified_on": "2026-11-01",
      "declared_user_agent": "Moonglade/1.0 (+https://moonglade.sh/bot)",
      "median_interval_minutes": 324.6
    },
    {
      "name": "EveryMCP-Probe",
      "visits": 26,
      "interval": "measured",
      "days_seen": 6,
      "last_seen": "2026-11-04T20:24:20Z",
      "first_seen": "2026-10-30T04:23:11Z",
      "qualified_on": "2026-11-01",
      "declared_user_agent": "EveryMCP-Probe/1.0 (+https://everymcp.ai/probe)",
      "median_interval_minutes": 356.5
    },
    {
      "name": "protogrid-probe",
      "visits": 24,
      "interval": "measured",
      "days_seen": 6,
      "last_seen": "2026-11-04T21:27:01Z",
      "first_seen": "2026-10-30T04:28:04Z",
      "qualified_on": "2026-11-01",
      "declared_user_agent": "protogrid-probe/0.1 (+https://protogrid.dev/probe)",
      "median_interval_minutes": 355.3
    },
    {
      "name": "LEGION-tlog",
      "visits": 16,
      "interval": "measured",
      "days_seen": 6,
      "last_seen": "2026-11-04T17:02:03Z",
      "first_seen": "2026-10-30T04:58:44Z",
      "qualified_on": "2026-11-01",
      "declared_user_agent": "LEGION-tlog/1.0 (+https://legion-api.com/tlog/probe/)",
      "median_interval_minutes": 363.6
    },
    {
      "name": "mcp.market",
      "visits": 16,
      "interval": "measured",
      "days_seen": 6,
      "last_seen": "2026-11-04T19:06:03Z",
      "first_seen": "2026-10-30T05:50:23Z",
      "qualified_on": "2026-11-01",
      "declared_user_agent": "mcp.market uptime check (+https://mcp.market/docs/rubric)",
      "median_interval_minutes": 534.6
    },
    {
      "name": "ProofBench",
      "visits": 15,
      "interval": "measured",
      "days_seen": 6,
      "last_seen": "2026-11-04T18:06:52Z",
      "first_seen": "2026-10-30T04:05:03Z",
      "qualified_on": "2026-11-01",
      "declared_user_agent": "ProofBench/0.1 (+https://proofbench.dev/about/probe; MCP registry health probe)",
      "median_interval_minutes": 572.6
    },
    {
      "name": "agent-index-prober",
      "visits": 12,
      "interval": "measured",
      "days_seen": 6,
      "last_seen": "2026-11-04T13:07:38Z",
      "first_seen": "2026-10-30T11:16:25Z",
      "qualified_on": "2026-11-01",
      "declared_user_agent": "agent-index-prober/0.1 (+https://search.husksecurity.dev/about-the-prober)",
      "median_interval_minutes": 26.5
    },
    {
      "name": "ToolVetProbe",
      "visits": 12,
      "interval": "measured",
      "days_seen": 6,
      "last_seen": "2026-11-04T20:25:19Z",
      "first_seen": "2026-10-30T09:12:50Z",
      "qualified_on": "2026-11-01",
      "declared_user_agent": "ToolVetProbe/1.0 (+https://toolvet.app/methodology)",
      "median_interval_minutes": 781.1
    },
    {
      "name": "utopian-foundry-probe",
      "visits": 11,
      "interval": "measured",
      "days_seen": 6,
      "last_seen": "2026-11-04T19:33:33Z",
      "first_seen": "2026-10-30T07:37:43Z",
      "qualified_on": "2026-11-01",
      "declared_user_agent": "utopian-foundry-probe/1.0",
      "median_interval_minutes": 720.4
    },
    {
      "name": "addrbook-probe",
      "visits": 9,
      "interval": "measured",
      "days_seen": 6,
      "last_seen": "2026-11-04T07:53:48Z",
      "first_seen": "2026-10-30T15:19:51Z",
      "qualified_on": "2026-11-01",
      "declared_user_agent": "addrbook-probe/1 (+https://addrbook.com/probe)",
      "median_interval_minutes": 684.2
    },
    {
      "name": "VentruHealth",
      "visits": 8,
      "interval": "measured",
      "days_seen": 6,
      "last_seen": "2026-11-04T17:57:48Z",
      "first_seen": "2026-10-30T05:47:14Z",
      "qualified_on": "2026-11-01",
      "declared_user_agent": "VentruHealth/1.0 (+https://ventru.net/docs; MCP directory liveness probe)",
      "median_interval_minutes": 1081.4
    },
    {
      "name": "atpp-scan",
      "visits": 7,
      "interval": "measured",
      "days_seen": 6,
      "last_seen": "2026-11-04T21:30:05Z",
      "first_seen": "2026-10-30T21:28:26Z",
      "qualified_on": "2026-11-01",
      "declared_user_agent": "atpp-scan/1.0 (+https://trust.redthreadsec.com/technical)",
      "median_interval_minutes": 1439.1
    },
    {
      "name": "mcphub-probe",
      "visits": 7,
      "interval": "measured",
      "days_seen": 6,
      "last_seen": "2026-11-04T04:52:57Z",
      "first_seen": "2026-10-30T03:45:10Z",
      "qualified_on": "2026-11-01",
      "declared_user_agent": "mcphub-probe/0.1 (+contact@dokore.fr)",
      "median_interval_minutes": 1454.9
    },
    {
      "name": "mcpwell.com",
      "visits": 7,
      "interval": "measured",
      "days_seen": 6,
      "last_seen": "2026-11-04T06:22:37Z",
      "first_seen": "2026-10-30T12:22:33Z",
      "qualified_on": "2026-11-01",
      "declared_user_agent": "mcpwell.com/1.0 (+https://mcpwell.com/about/badges/; read-only initialize and tools/list; no credentials)",
      "median_interval_minutes": 1227.2
    },
    {
      "name": "agent-evidence-scanner",
      "visits": 6,
      "interval": "measured",
      "days_seen": 6,
      "last_seen": "2026-11-04T07:38:44Z",
      "first_seen": "2026-10-30T07:32:24Z",
      "qualified_on": "2026-11-01",
      "declared_user_agent": "agent-evidence-scanner/0.2 (manifest observation; contact: mailto:contact@mcpspectrum.com)",
      "median_interval_minutes": 1440
    },
    {
      "name": "agent-world-probe",
      "visits": 6,
      "interval": "measured",
      "days_seen": 6,
      "last_seen": "2026-11-04T11:15:40Z",
      "first_seen": "2026-10-30T10:20:16Z",
      "qualified_on": "2026-11-01",
      "declared_user_agent": "agent-world-probe/py-0.95 (research; MCP census)",
      "median_interval_minutes": 1437.9
    },
    {
      "name": "AgentIndexProbe",
      "visits": 6,
      "interval": "measured",
      "days_seen": 6,
      "last_seen": "2026-11-04T04:51:56Z",
      "first_seen": "2026-10-30T03:51:08Z",
      "qualified_on": "2026-11-01",
      "declared_user_agent": "AgentIndexProbe/t0-go-2 (+https://aindx.com/probe; agent-friendliness check; outside-in, read-only)",
      "median_interval_minutes": 1443.9
    },
    {
      "name": "AgentToolIndex",
      "visits": 6,
      "interval": "measured",
      "days_seen": 6,
      "last_seen": "2026-11-04T20:36:48Z",
      "first_seen": "2026-10-30T03:52:18Z",
      "qualified_on": "2026-11-01",
      "declared_user_agent": "AgentToolIndex/1.0 (+https://agenttoolindex.com/method; passive MCP checks: initialize and list calls only; opt out: https://agenttoolindex.com/opt-out)",
      "median_interval_minutes": 1440.1
    },
    {
      "name": "AIVE-MCP-EndpointProbe",
      "visits": 6,
      "interval": "measured",
      "days_seen": 6,
      "last_seen": "2026-11-04T16:05:46Z",
      "first_seen": "2026-10-30T14:36:49Z",
      "qualified_on": "2026-11-01",
      "declared_user_agent": "AIVE-MCP-EndpointProbe/1.0 (+https://github.com/eXaive/aive-ingest; reachability check only, no auth attempted)",
      "median_interval_minutes": 1461.6
    },
    {
      "name": "AlphaProxy-MCP-Probe",
      "visits": 6,
      "interval": "measured",
      "days_seen": 6,
      "last_seen": "2026-11-04T04:05:13Z",
      "first_seen": "2026-10-30T04:02:22Z",
      "qualified_on": "2026-11-01",
      "declared_user_agent": "AlphaProxy-MCP-Probe/1.0 (+https://alphaproxy.ai)",
      "median_interval_minutes": 1440.6
    },
    {
      "name": "AptLynx-catalog-probe",
      "visits": 6,
      "interval": "measured",
      "days_seen": 6,
      "last_seen": "2026-11-04T09:33:34Z",
      "first_seen": "2026-10-30T08:55:48Z",
      "qualified_on": "2026-11-01",
      "declared_user_agent": "AptLynx-catalog-probe/0.1 (+https://aptlynx.net)",
      "median_interval_minutes": 1434.2
    },
    {
      "name": "EndpointAudit",
      "visits": 6,
      "interval": "measured",
      "days_seen": 6,
      "last_seen": "2026-11-04T08:13:08Z",
      "first_seen": "2026-10-30T07:55:32Z",
      "qualified_on": "2026-11-01",
      "declared_user_agent": "EndpointAudit/0.1 (+https://github.com/Zorglub354/endpointaudit)",
      "median_interval_minutes": 1448.4
    },
    {
      "name": "io.verifymcp",
      "visits": 6,
      "interval": "measured",
      "days_seen": 6,
      "last_seen": "2026-11-04T07:30:29Z",
      "first_seen": "2026-10-30T05:24:26Z",
      "qualified_on": "2026-11-01",
      "declared_user_agent": "io.verifymcp/probe",
      "median_interval_minutes": 1442.8
    },
    {
      "name": "stackduke-mcp-scanner",
      "visits": 6,
      "interval": "measured",
      "days_seen": 6,
      "last_seen": "2026-11-04T12:34:15Z",
      "first_seen": "2026-10-30T11:11:46Z",
      "qualified_on": "2026-11-01",
      "declared_user_agent": "stackduke-mcp-scanner/0.2 (+https://stackduke.com/tracker)",
      "median_interval_minutes": 1459.7
    },
    {
      "name": "whoelse-probe",
      "visits": 6,
      "interval": "measured",
      "days_seen": 6,
      "last_seen": "2026-11-04T11:10:29Z",
      "first_seen": "2026-10-30T10:12:56Z",
      "qualified_on": "2026-11-01",
      "declared_user_agent": "whoelse-probe/0.2 (+https://v2.whoelse.app; handshake test, no data collected)",
      "median_interval_minutes": 1440.4
    },
    {
      "name": "mcpbeat",
      "visits": 83,
      "interval": "measured",
      "days_seen": 5,
      "last_seen": "2026-11-04T21:17:14Z",
      "first_seen": "2026-10-31T01:41:02Z",
      "qualified_on": "2026-11-02",
      "declared_user_agent": "mcpbeat/0.1 (+https://mcpbeat.com/bot/; liveness check)",
      "median_interval_minutes": 31.1
    },
    {
      "name": "SealKeeperBot",
      "visits": 20,
      "interval": "measured",
      "days_seen": 5,
      "last_seen": "2026-11-04T15:33:46Z",
      "first_seen": "2026-10-31T01:51:09Z",
      "qualified_on": "2026-11-02",
      "declared_user_agent": "SealKeeperBot/1.0 (+https://sealkeeper.run/checks)",
      "median_interval_minutes": 335.3
    },
    {
      "name": "catalog-health",
      "visits": 12,
      "interval": "measured",
      "days_seen": 5,
      "last_seen": "2026-11-04T03:46:21Z",
      "first_seen": "2026-10-31T03:08:06Z",
      "qualified_on": "2026-11-02",
      "declared_user_agent": "catalog-health/0.1 (+sun.security)",
      "median_interval_minutes": 48.5
    },
    {
      "name": "GlideMcpIndex",
      "visits": 6,
      "interval": "measured",
      "days_seen": 5,
      "last_seen": "2026-11-04T21:17:58Z",
      "first_seen": "2026-10-30T06:01:32Z",
      "qualified_on": "2026-11-01",
      "declared_user_agent": "GlideMcpIndex/1.0 (+https://glide.co/mcp-servers)",
      "median_interval_minutes": 1960.6
    },
    {
      "name": "ai-pulse-mcp-probe",
      "visits": 5,
      "interval": "measured",
      "days_seen": 5,
      "last_seen": "2026-11-04T04:51:56Z",
      "first_seen": "2026-10-30T04:54:55Z",
      "qualified_on": "2026-11-01",
      "declared_user_agent": "ai-pulse-mcp-probe/0.1 (read-only: initialize + tools/list; no tool calls)",
      "median_interval_minutes": 1433.5
    },
    {
      "name": "AIVE-MCP-Discover",
      "visits": 5,
      "interval": "measured",
      "days_seen": 5,
      "last_seen": "2026-11-04T10:33:54Z",
      "first_seen": "2026-10-31T09:27:50Z",
      "qualified_on": "2026-11-02",
      "declared_user_agent": "AIVE-MCP-Discover/1.0 (+https://aive.global/mcp-trust/census; one server/discover POST per endpoint, no auth attempted)",
      "median_interval_minutes": 1457.2
    },
    {
      "name": "AnnalistChecks",
      "visits": 5,
      "interval": "measured",
      "days_seen": 5,
      "last_seen": "2026-11-04T04:34:52Z",
      "first_seen": "2026-10-31T20:02:40Z",
      "qualified_on": "2026-11-02",
      "declared_user_agent": "AnnalistChecks/0.1 (+https://annalist.dev; independent MCP server checks)",
      "median_interval_minutes": 1207.1
    },
    {
      "name": "CanMyAIUse-HealthCheck",
      "visits": 5,
      "interval": "measured",
      "days_seen": 5,
      "last_seen": "2026-11-04T00:02:30Z",
      "first_seen": "2026-10-31T00:08:08Z",
      "qualified_on": "2026-11-02",
      "declared_user_agent": "CanMyAIUse-HealthCheck/1.0 (+https://canmyaiuse.pages.dev/methodology/)",
      "median_interval_minutes": 1439.5
    },
    {
      "name": "mcp-observatory",
      "visits": 5,
      "interval": "measured",
      "days_seen": 5,
      "last_seen": "2026-11-04T03:26:31Z",
      "first_seen": "2026-10-31T03:22:31Z",
      "qualified_on": "2026-11-02",
      "declared_user_agent": "mcp-observatory/0.1.0 (+https://github.com/yhouta/mcp-observatory; public transparency log; contact: yassine.houta@outlook.fr)",
      "median_interval_minutes": 1437.4
    },
    {
      "name": "mcp-server.io-healthcheck",
      "visits": 5,
      "interval": "measured",
      "days_seen": 5,
      "last_seen": "2026-11-04T10:53:51Z",
      "first_seen": "2026-10-30T15:06:09Z",
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}