Flop Scout

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com.flopscout/scoutv0.6.0 Domain verified

Web search, page reading and FLOP miner reliability for agents, priced per call in FLOP.

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{
  "_meta": {
    "io.modelcontextprotocol.registry/official": {
      "status": "active",
      "isLatest": true,
      "updatedAt": "2026-11-15T15:12:35.717114Z",
      "publishedAt": "2026-11-15T15:12:35.717114Z",
      "statusChangedAt": "2026-11-15T15:12:35.717114Z"
    }
  },
  "server": {
    "name": "com.flopscout/scout",
    "icons": [
      {
        "src": "https://flopscout.com/static/favicon.svg",
        "sizes": [
          "any"
        ],
        "mimeType": "image/svg+xml"
      }
    ],
    "title": "Flop Scout",
    "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
    "remotes": [
      {
        "url": "https://flopscout.com/mcp",
        "type": "streamable-http"
      }
    ],
    "version": "0.6.0",
    "repository": {
      "url": "https://github.com/0xBobaAI/flop-scout",
      "source": "github"
    },
    "websiteUrl": "https://flopscout.com",
    "description": "Web search, page reading and FLOP miner reliability for agents, priced per call in FLOP."
  }
}

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Try it

Call this server's tools from your browser. Nothing to install.

https://flopscout.com/mcp

Requests go through mcptry because browsers can't call most MCP servers directly. Header values are sent to the server for that request only and are never stored or logged.

Tool list from our last check. Connect live to refresh it.

flop_alert_check

Read back alerts and whether they have fired.

addressstring

filter to one miner; default all

This tool isn't marked read-only, so it may change something on the server or in an account you connected.

I understand, run it anyway

Try it

Call this server's tools from your browser. Nothing to install.

https://flopscout.com/mcp

Requests go through mcptry because browsers can't call most MCP servers directly. Header values are sent to the server for that request only and are never stored or logged.

Tool list from our last check. Connect live to refresh it.

flop_alert_check

Read back alerts and whether they have fired.

addressstring

filter to one miner; default all

This tool isn't marked read-only, so it may change something on the server or in an account you connected.

I understand, run it anyway

Tools (9)

flop_alert_check

Read back alerts and whether they have fired.

Argument	Type	Description
address	string	filter to one miner; default all

Input schema (JSON)

{
  "type": "object",
  "properties": {
    "address": {
      "type": "string",
      "description": "filter to one miner; default all"
    }
  }
}

flop_alert_subscribe

Subscribe to a settle-rate drop for one miner or all of them ("*"). channel "site" delivers nothing on its own: poll flop_alert_check.

Argument	Type	Description
handle	string	Telegram chat id or @username; empty for site
address	string	SS58 address, or "*" for every miner
channel	string
threshold*	number

Input schema (JSON)

{
  "type": "object",
  "required": [
    "threshold"
  ],
  "properties": {
    "handle": {
      "type": "string",
      "description": "Telegram chat id or @username; empty for site"
    },
    "address": {
      "type": "string",
      "description": "SS58 address, or \"*\" for every miner"
    },
    "channel": {
      "enum": [
        "site",
        "telegram"
      ],
      "type": "string"
    },
    "threshold": {
      "type": "number",
      "maximum": 1,
      "minimum": 0
    }
  }
}

flop_inference_prices

Every live FLOP model priced as a whole request by the gateway's own estimator: FLOP cost, token split, GFLOPs, latency blocks. Needs no key and spends nothing.

Argument	Type	Description
max_tokens	integer

Input schema (JSON)

{
  "type": "object",
  "properties": {
    "max_tokens": {
      "type": "integer",
      "maximum": 800,
      "minimum": 32
    }
  }
}

flop_miner_history

One miner's settlement history from Scout's own 15-minute snapshots, up to 30 days. A short span means a short history, not a stable rate.

Argument	Type	Description
points	integer
window	integer	seconds, default 604800 (7 days)
address*	string	SS58 miner address

Input schema (JSON)

{
  "type": "object",
  "required": [
    "address"
  ],
  "properties": {
    "points": {
      "type": "integer",
      "maximum": 500,
      "minimum": 2
    },
    "window": {
      "type": "integer",
      "description": "seconds, default 604800 (7 days)"
    },
    "address": {
      "type": "string",
      "description": "SS58 miner address"
    }
  }
}

flop_miner_ranking

FLOP inference miners ranked by settlement rate on chain plus local success and latency.

No arguments.

Input schema (JSON)

{
  "type": "object",
  "properties": {}
}

scout_answer

Search the chosen sources and return a cited answer with an itemised price. FLOP answers need a FLOP gateway key in keys.flop; keys.openrouter works for OpenRouter models.

Argument	Type	Description
n	integer	results per source
q*	string
keys	object	Your own provider keys (flop, openrouter, exa, ...). Never stored or logged.
model	string
sources	array	Source ids from scout_catalog. Use ["auto"] to let Scout pick free sources only.
max_tokens	integer

Input schema (JSON)

{
  "type": "object",
  "required": [
    "q"
  ],
  "properties": {
    "n": {
      "type": "integer",
      "maximum": 8,
      "minimum": 1,
      "description": "results per source"
    },
    "q": {
      "type": "string",
      "maxLength": 500,
      "minLength": 2
    },
    "keys": {
      "type": "object",
      "description": "Your own provider keys (flop, openrouter, exa, ...). Never stored or logged.",
      "additionalProperties": {
        "type": "string"
      }
    },
    "model": {
      "type": "string"
    },
    "sources": {
      "type": "array",
      "items": {
        "type": "string"
      },
      "description": "Source ids from scout_catalog. Use [\"auto\"] to let Scout pick free sources only."
    },
    "max_tokens": {
      "type": "integer",
      "maximum": 800,
      "minimum": 32
    }
  }
}

scout_catalog

List the available sources, presets and models.

No arguments.

Input schema (JSON)

{
  "type": "object",
  "properties": {}
}

scout_pricing

The full price list in FLOP, the metering mode, and which services are available.

No arguments.

Input schema (JSON)

{
  "type": "object",
  "properties": {}
}

scout_quote

Price a request before running it. Spends nothing. With q and model it also returns the FLOP gateway's estimate of the miner's cost as a floor (no sources) and a typical (three sources) figure. Scout's fee and the miner's cost are reported separately.

Argument	Type	Description
q	string	The question, to size the inference estimate.
model	string	e.g. flop:qwen/qwen2.5-0.5b-instruct
sources	array	Source ids from scout_catalog. Use ["auto"] to let Scout pick free sources only.
max_tokens	integer

Input schema (JSON)

{
  "type": "object",
  "properties": {
    "q": {
      "type": "string",
      "description": "The question, to size the inference estimate."
    },
    "model": {
      "type": "string",
      "description": "e.g. flop:qwen/qwen2.5-0.5b-instruct"
    },
    "sources": {
      "type": "array",
      "items": {
        "type": "string"
      },
      "description": "Source ids from scout_catalog. Use [\"auto\"] to let Scout pick free sources only."
    },
    "max_tokens": {
      "type": "integer",
      "maximum": 800,
      "minimum": 32
    }
  }
}

Flop Scout

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flop_alert_check

Flop Scout

Registry entry

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flop_alert_check

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Tools (9)

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