Agent Daily MCP

Which LLMs are up, correct and fast right now. Every 15 minutes ~20 popular models (OpenAI, Anthropic, Google, Meta, Mistral, DeepSeek, xAI, Qwen, Cohere...) are asked to reply 'pong'; returns rank, score (60% 24h correctness + 40% speed), correct %, p50 time-to-first-token, p50 total time, cost per 1k calls, uptime and last result. Use to pick a fast, reliable model. sort: score (default) | correct | ttft | total | cost.

{
  "type": "object",
  "properties": {
    "sort": {
      "enum": [
        "score",
        "correct",
        "ttft",
        "total",
        "cost"
      ],
      "type": "string"
    },
    "limit": {
      "type": "number",
      "default": 25
    }
  }
}

{
  "readOnlyHint": true,
  "openWorldHint": true,
  "idempotentHint": true,
  "destructiveHint": false
}

Before calling an external API, ask which provider to use. Give a task phrase or category (e.g. 'send email', 'web search', 'llm', 'scrape a page', 'vector db', 'speech to text', 'payments', 'geocode'). Returns the top healthy pick plus 1-2 fallbacks ranked by live status, vendor status, 7-day uptime and latency, with a reason and data freshness.

{
  "type": "object",
  "required": [
    "task"
  ],
  "properties": {
    "task": {
      "type": "string",
      "description": "Task phrase or category"
    }
  }
}

{
  "readOnlyHint": true,
  "openWorldHint": true,
  "idempotentHint": true,
  "destructiveHint": false
}

Outages (consecutive failed probes) and vendor status-page incidents with UTC start/end over the last N days (max 7). Optional provider name filter. Use to judge whether a failing API is a known incident.

{
  "type": "object",
  "properties": {
    "days": {
      "type": "number",
      "default": 7
    },
    "name": {
      "type": "string"
    }
  }
}

{
  "readOnlyHint": true,
  "openWorldHint": true,
  "idempotentHint": true,
  "destructiveHint": false
}

List the APIs and MCP servers Agent Daily monitors, with current up/down, latency and vendor status. Call before choosing a provider. Optional category filter (e.g. LLM, MCP, Search, Payments, Comms, Infra).

{
  "type": "object",
  "properties": {
    "category": {
      "type": "string",
      "description": "Case-insensitive category filter"
    }
  }
}

{
  "readOnlyHint": true,
  "openWorldHint": true,
  "idempotentHint": true,
  "destructiveHint": false
}

Full status record for one monitored tool (up, http_status, latency_ms, vendor_status, uptime_24h_pct). Case-insensitive name or substring, e.g. 'openai', 'GitHub MCP'. Reachability only, not correctness.

{
  "type": "object",
  "required": [
    "name"
  ],
  "properties": {
    "name": {
      "type": "string"
    }
  }
}

{
  "readOnlyHint": true,
  "openWorldHint": true,
  "idempotentHint": true,
  "destructiveHint": false
}