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

R0· no sign-in

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

v0.1.0 · active · website · descriptor JSON · versions

An agent can connect right now, no human step.Remote endpoint, no authentication, reachable on the last probe.
Quality79good
Trust79of 100
Uptime, 30 days96%
Latency p50277 ms

Connect

8 clients · secrets stay placeholders
{
  "mcpServers": {
    "recorder": {
      "type": "http",
      "url": "https://api.aislabs.ai/recorder/mcp"
    }
  }
}
claude mcp add --transport http recorder https://api.aislabs.ai/recorder/mcp
[mcp_servers.recorder]
url = "https://api.aislabs.ai/recorder/mcp"
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "recorder": {
      "type": "remote",
      "url": "https://api.aislabs.ai/recorder/mcp",
      "enabled": true
    }
  }
}
{
  "mcpServers": {
    "recorder": {
      "type": "http",
      "url": "https://api.aislabs.ai/recorder/mcp"
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=recorder&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vYXBpLmFpc2xhYnMuYWkvcmVjb3JkZXIvbWNwIn0%3D"
}
{
  "servers": {
    "recorder": {
      "type": "http",
      "url": "https://api.aislabs.ai/recorder/mcp"
    }
  }
}
{
  "mcpServers": {
    "recorder": {
      "httpUrl": "https://api.aislabs.ai/recorder/mcp"
    }
  }
}
extensions:
  "recorder":
    enabled: true
    name: "recorder"
    type: streamable_http
    uri: "https://api.aislabs.ai/recorder/mcp"
    timeout: 300

Quality 79 / 100good

protocol75 · weight 25
  • warn
    protocol.modernnewest supported version is 2025-11-25; 2026-07-28 not supported, older versions are deprecated until 2027-07-28
  • n/a
    protocol.statelessonly applies to 2026-07-28 servers
  • pass
    protocol.transportstreamable HTTP
  • n/a
    protocol.list_ttlonly applies to 2026-07-28 servers
authorizationn/a · weight 15
  • n/a
    auth.prm, auth.as_metadata, auth.cimdno remote uses OAuth
  • n/a
    auth.secret_in_urlno templated URL
tool hygiene71 · weight 30
  • pass
    tools.descriptionsevery tool has a description
  • pass
    tools.description_lengthdescriptions are concise
  • pass
    tools.schemasevery tool has an object input schema
  • fail
    tools.annotationsno tool declares readOnlyHint or destructiveHint, so clients cannot tell safe calls from risky ones
  • fail
    tools.directory_hintsno tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: fleet_status (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); fetch_capsule (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); register_monitor (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); …
  • pass
    tools.token_costabout 606 tokens to load every tool
  • pass
    tools.api_dumptools are not a one-to-one API dump
stability100 · weight 15
  • pass
    stability.changesno tool changes in 30 days
  • pass
    stability.rug_pullno tool changed its meaning under the same name
dependenciesn/a · weight 15
  • n/a
    deps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI package

5 tools, about 606 tokens to load them all · tool set 21ce84db2830 · checked 2026-10-20 00:54 UTC

Tool changes

No tool definition changes recorded. A server's first observation is its baseline; later probes record what changes.

Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.

Trust 79 / 100

no-repository
provenance55
liveness98
freshness85
hygiene80

+dns-namespace +website +reachable +uptime-96% ~updated-49d-ago -no-repository

Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.

Endpoints

remoteauthreachableuptime 30dp50protocollast ok
https://api.aislabs.ai/recorder/mcp streamable-httpnoneyes96%277 ms2025-11-252026-10-20

Tools (5)

delete_monitorAgent Flight Recorder — remove a monitor (needs its secret or the owning key).
fetch_capsuleAgent Flight Recorder (Gateway key) — get the last state capsule a monitored agent sent, to resume from where it died.
fleet_statusAgent Flight Recorder (Gateway key) — every monitor you own: alive / late / dead, last heartbeat, capsule preview.
heartbeatAgent 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.
register_monitorAgent 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.

Schemas: list_tools.

More from ai.aislabs

Official server.json
{
  "name": "ai.aislabs/recorder",
  "title": "AIS Agent Flight Recorder — dead-man alerts & resume for AI agents",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "remotes": [
    {
      "url": "https://api.aislabs.ai/recorder/mcp",
      "type": "streamable-http"
    }
  ],
  "version": "0.1.0",
  "websiteUrl": "https://aislabs.ai/gateway",
  "description": "Dead-man switch for AI agents & cron jobs: heartbeat with state capsule, alerts + resume links"
}