AIS Agent Flight Recorder — dead-man alerts & resume for AI agents

Dead-man switch for AI agents & cron jobs: heartbeat with state capsule, alerts + resume links

Should I use this

Quality & Safety

A
Description quality
100%
Schema completeness
76%
Naming quality
88%
Poisoning risk
100%
Permission match
100%
Protocol compliance
100%

Based on automated analysis of tool definitions and protocol compliance.

Context Cost

~594Tokens (tool definitions)
~829 BTypical response size
Minimal attention impact (0.46% of 128k context)

This is the approximate number of tokens consumed each time the server's tools are loaded into a model's context. Higher counts reduce the attention available for other tasks.

Install

One-Click Install

Add this to your `claude_desktop_config.json` file:

{
  "mcpServers": {
    "recorder": {
      "url": "https://api.aislabs.ai/recorder/mcp"
    }
  }
}

Remote endpoints

https://api.aislabs.ai/recorder/mcpstreamable-http

What it can do

Tool inventory

Tools (5)

🟢 Read-only🟡 Write🔴 Delete⚪ Unknown
🟢register_monitor(name, period_minutes, grace_minutes, alert_webhook, alert_email)

Agent Flight Recorder — FREE (1 monitor per alert target) / Gateway key (20 monitors + stored capsules + fleet view). Register an agent or scheduled job to be watched: you get a monitor_id + secret; the agent then calls heartbeat every period_minutes. If heartbeats stop for period + grace, the alert target (Discord/HTTPS webhook and/or email) is notified with the last state capsule and a resume link.

Input Schema

{
  "type": "object",
  "properties": {
    "name": {
      "type": "string",
      "description": "What is being watched, e.g. \"nightly ETL loop\""
    },
    "period_minutes": {
      "type": "number",
      "description": "Expected heartbeat interval in minutes (default 10)"
    },
    "grace_minutes": {
      "type": "number",
      "description": "How late a heartbeat may be before alerting (default 5)"
    },
    "alert_webhook": {
      "type": "string",
      "description": "Discord webhook URL or any HTTPS webhook (receives JSON)"
    },
    "alert_email": {
      "type": "string",
      "description": "Email address to alert (Gateway key tier only; capped at 10 emails/monitor/day)"
    }
  },
  "required": [
    "name"
  ],
  "additionalProperties": false
}
⚪heartbeat(monitor_id, secret, capsule, status)

Agent Flight Recorder — "still alive" ping for a registered monitor. Include capsule (any JSON ≤32KB: current step, done, next, ids) so a dead-man alert can carry resume state (stored on the key tier). status:"fail" reports a failure immediately.

Input Schema

{
  "type": "object",
  "properties": {
    "monitor_id": {
      "type": "string"
    },
    "secret": {
      "type": "string",
      "description": "Monitor secret from register_monitor (not needed when calling with the owning Gateway key)"
    },
    "capsule": {
      "type": "object",
      "description": "Resume state: { step, done: [...], next, ids: {...} } — anything JSON"
    },
    "status": {
      "type": "string",
      "enum": [
        "ok",
        "fail"
      ]
    }
  },
  "required": [
    "monitor_id"
  ],
  "additionalProperties": false
}
🟢fetch_capsule(monitor_id, secret)

Agent Flight Recorder (Gateway key) — get the last state capsule a monitored agent sent, to resume from where it died.

Input Schema

{
  "type": "object",
  "properties": {
    "monitor_id": {
      "type": "string"
    },
    "secret": {
      "type": "string"
    }
  },
  "required": [
    "monitor_id"
  ],
  "additionalProperties": false
}
⚪fleet_status

Agent Flight Recorder (Gateway key) — every monitor you own: alive / late / dead, last heartbeat, capsule preview.

Input Schema

{
  "type": "object",
  "properties": {},
  "additionalProperties": false
}
🔴delete_monitor(monitor_id, secret)

Agent Flight Recorder — remove a monitor (needs its secret or the owning key).

Input Schema

{
  "type": "object",
  "properties": {
    "monitor_id": {
      "type": "string"
    },
    "secret": {
      "type": "string"
    }
  },
  "required": [
    "monitor_id"
  ],
  "additionalProperties": false
}

Compare

Peer Comparison

Compare this server with others in the same category.

Tools:0
Tools:0
Tools:3
Token cost:473
Grade:A
Tools:0
Uptime:99.2%
Latency:344ms

Version History

unknown → unknown
10/2/2026
Initial manifest with 5 tools
Details
Added:
  • + register_monitor
  • + heartbeat
  • + fetch_capsule
  • + fleet_status
  • + delete_monitor
unknown → unknown
10/2/2026
Initial manifest with 5 tools
Details
Added:
  • + register_monitor
  • + heartbeat
  • + fetch_capsule
  • + fleet_status
  • + delete_monitor
unknown → unknown
10/2/2026
Initial manifest with 5 tools
Details
Added:
  • + register_monitor
  • + heartbeat
  • + fetch_capsule
  • + fleet_status
  • + delete_monitor
unknown → unknown
10/2/2026
Initial manifest with 5 tools
Details
Added:
  • + register_monitor
  • + heartbeat
  • + fetch_capsule
  • + fleet_status
  • + delete_monitor
unknown → unknown
10/2/2026
Initial manifest with 5 tools
Details
Added:
  • + register_monitor
  • + heartbeat
  • + fetch_capsule
  • + fleet_status
  • + delete_monitor
unknown → unknown
10/2/2026
Initial manifest with 5 tools
Details
Added:
  • + register_monitor
  • + heartbeat
  • + fetch_capsule
  • + fleet_status
  • + delete_monitor
unknown → unknown
10/2/2026
Initial manifest with 5 tools
Details
Added:
  • + register_monitor
  • + heartbeat
  • + fetch_capsule
  • + fleet_status
  • + delete_monitor
unknown → unknown
10/2/2026
Initial manifest with 5 tools
Details
Added:
  • + register_monitor
  • + heartbeat
  • + fetch_capsule
  • + fleet_status
  • + delete_monitor
unknown → unknown
10/2/2026
Initial manifest with 5 tools
Details
Added:
  • + register_monitor
  • + heartbeat
  • + fetch_capsule
  • + fleet_status
  • + delete_monitor
unknown → unknown
10/2/2026
Initial manifest with 5 tools
Details
Added:
  • + register_monitor
  • + heartbeat
  • + fetch_capsule
  • + fleet_status
  • + delete_monitor

Community

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Evidence

Recent observations

verifiedversion not recorded5 tools
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