---
schema: "interfacedelta-service-md/1"
target_key: "sha256:ac8f5c219709796ac9cfd67a887177d380946c7c13d62ca0d14a13f152662b76"
origin: "https://mcp.brobotapp.com"
protocols: ["mcp"]
observed_at: "2026-11-12T07:01:45.890Z"
generated_at: "2026-11-13T01:26:56.176Z"
record_url: "https://interfacedelta.com/atlas/sha256:ac8f5c219709796ac9cfd67a887177d380946c7c13d62ca0d14a13f152662b76"
record_api: "https://interfacedelta.com/api/v1/record/services/sha256:ac8f5c219709796ac9cfd67a887177d380946c7c13d62ca0d14a13f152662b76"
source: "InterfaceDelta atlas"
license_note: "Use of this record is governed by https://interfacedelta.com/terms."
---

# Service record: https://mcp.brobotapp.com

## Identity
- Origin: https://mcp.brobotapp.com
- Endpoints: https://mcp.brobotapp.com/mcp
- Protocols: mcp
- Registry names: com.brobotapp/cipher
- First retained observation: 2026-11-12T07:01:45.890Z
- Latest observation: 2026-11-12T07:01:45.890Z

## Tools
- Tool 1: alphagap\_flow (mcp); inputs: netuid; inputs omitted: 0; annotations: {}
- Tool 2: screener\_top (mcp); inputs: category, n; inputs omitted: 0; annotations: {}
- Tool 3: search\_subnets (mcp); inputs: limit, q; inputs omitted: 0; annotations: {}
- Tool 4: subnet\_bars (mcp); inputs: limit, netuid; inputs omitted: 0; annotations: {}
- Tool 5: subnet\_detail (mcp); inputs: netuid; inputs omitted: 0; annotations: {}
- Tool 6: tao\_forecast (mcp); inputs: none shown; inputs omitted: 0; annotations: {}
- Tool 7: tao\_price (mcp); inputs: none shown; inputs omitted: 0; annotations: {}
- Tool 8: trader\_state (mcp); inputs: none shown; inputs omitted: 0; annotations: {}
Tools omitted: 0.

## Effect readings (AI)
- Tool 1 (alphagap\_flow): ◇ AI reading; state: counted; reads (confidence 0.85); lens: side-effects@1; model: claude-haiku-5.5.
- Tool 1 purpose: ◇ AI reading; Returns a momentum snapshot for a netuid, including flow, whale accumulation or distribution signal, whale ratio and composite scores.; lens: tool-purpose-v1; model: not recorded.
- Tool 2 (screener\_top): ◇ AI reading; state: counted; reads (confidence 0.85); lens: side-effects@1; model: claude-haiku-5.5.
- Tool 2 purpose: ◇ AI reading; Lists the highest-ranked subnets by Cipher heat, up to 50, optionally filtered by a tag category.; lens: tool-purpose-v1; model: not recorded.
- Tool 3 (search\_subnets): ◇ AI reading; state: counted; reads (confidence 0.85); lens: side-effects@1; model: claude-haiku-5.5.
- Tool 3 purpose: ◇ AI reading; Returns subnets whose names contain a given text, up to 25 results.; lens: tool-purpose-v1; model: not recorded.
- Tool 4 (subnet\_bars): ◇ AI reading; state: counted; reads (confidence 0.9); lens: side-effects@1; model: claude-haiku-5.5.
- Tool 4 purpose: ◇ AI reading; Returns up to 500 recent price candles for a given subnet, ordered from oldest to newest.; lens: tool-purpose-v1; model: not recorded.
- Tool 5 (subnet\_detail): ◇ AI reading; state: counted; reads (confidence 0.85); lens: side-effects@1; model: claude-haiku-5.5.
- Tool 5 purpose: ◇ AI reading; Returns price, short-term price changes, trading volume, liquidity, tags, and research rating for a given subnet by its netuid.; lens: tool-purpose-v1; model: not recorded.
- Tool 6 purpose: ◇ AI reading; Returns a 7-day price forecast for TAO with median and p10/p90 range bands, generated by a local Chronos-2 model.; lens: tool-purpose-v1; model: not recorded.
- Tool 7 (tao\_price): ◇ AI reading; state: counted; reads (confidence 0.88); lens: side-effects@1; model: claude-haiku-5.5.
- Tool 7 purpose: ◇ AI reading; Returns the current TAO price in USD along with its 24-hour percentage change.; lens: tool-purpose-v1; model: not recorded.
- Tool 8 (trader\_state): ◇ AI reading; state: counted; reads (confidence 0.876); lens: side-effects@1; model: claude-haiku-5.5.
- Tool 8 purpose: ◇ AI reading; Summarizes the live trader's equity and 24-hour trend, circuit-breaker status, and position and decision counts, read-only.; lens: tool-purpose-v1; model: not recorded.

## Change history
No changes recorded in the retained history.

## Payment rails
- Protocols observed: none.
- HTTP 402 seen in retained observations: false.

## Not covered
- We don't call tools.
- We don't rate or certify.
- We don't publish prices.
- We cover only what was observed.

## Evidence
- Identity: observed / declared; observation time: 2026-11-12T07:01:45.890Z.
- Tools: declared; observation time: 2026-11-12T07:01:45.890Z.
- Effect readings (AI): AI reading; observation time: 2026-11-12T07:01:45.890Z.
- Change history: observed; observation time: 2026-11-12T07:01:45.890Z; change observation times: none.
- Payment rails: observed; observation time: 2026-11-12T07:01:45.890Z.

```json
{
  "schema": "interfacedelta-service-md/1",
  "target_key": "sha256:ac8f5c219709796ac9cfd67a887177d380946c7c13d62ca0d14a13f152662b76",
  "origin": "https://mcp.brobotapp.com",
  "protocols": [
    "mcp"
  ],
  "observed_at": "2026-11-12T07:01:45.890Z",
  "generated_at": "2026-11-13T01:26:56.176Z",
  "record_url": "https://interfacedelta.com/atlas/sha256:ac8f5c219709796ac9cfd67a887177d380946c7c13d62ca0d14a13f152662b76",
  "record_api": "https://interfacedelta.com/api/v1/record/services/sha256:ac8f5c219709796ac9cfd67a887177d380946c7c13d62ca0d14a13f152662b76",
  "source": "InterfaceDelta atlas",
  "license_note": "Use of this record is governed by https://interfacedelta.com/terms.",
  "identity": {
    "origin": "https://mcp.brobotapp.com",
    "endpoints": [
      "https://mcp.brobotapp.com/mcp"
    ],
    "protocols": [
      "mcp"
    ],
    "registry_names": [
      "com.brobotapp/cipher"
    ],
    "first_retained_observation": "2026-11-12T07:01:45.890Z",
    "latest_observation": "2026-11-12T07:01:45.890Z"
  },
  "tools": [
    {
      "name": "alphagap_flow",
      "protocol": "mcp",
      "inputs": [
        "netuid"
      ],
      "inputs_omitted": 0,
      "annotations": {},
      "effects": {
        "marker": "◇ AI reading",
        "state": "counted",
        "classes": [
          {
            "class": "reads",
            "confidence": 0.85
          }
        ],
        "lens": "side-effects@1",
        "model": "claude-haiku-5.5"
      },
      "purpose": {
        "marker": "◇ AI reading",
        "text": "Returns a momentum snapshot for a netuid, including flow, whale accumulation or distribution signal, whale ratio and composite scores.",
        "lens": "tool-purpose-v1",
        "model": null
      }
    },
    {
      "name": "screener_top",
      "protocol": "mcp",
      "inputs": [
        "category",
        "n"
      ],
      "inputs_omitted": 0,
      "annotations": {},
      "effects": {
        "marker": "◇ AI reading",
        "state": "counted",
        "classes": [
          {
            "class": "reads",
            "confidence": 0.85
          }
        ],
        "lens": "side-effects@1",
        "model": "claude-haiku-5.5"
      },
      "purpose": {
        "marker": "◇ AI reading",
        "text": "Lists the highest-ranked subnets by Cipher heat, up to 50, optionally filtered by a tag category.",
        "lens": "tool-purpose-v1",
        "model": null
      }
    },
    {
      "name": "search_subnets",
      "protocol": "mcp",
      "inputs": [
        "limit",
        "q"
      ],
      "inputs_omitted": 0,
      "annotations": {},
      "effects": {
        "marker": "◇ AI reading",
        "state": "counted",
        "classes": [
          {
            "class": "reads",
            "confidence": 0.85
          }
        ],
        "lens": "side-effects@1",
        "model": "claude-haiku-5.5"
      },
      "purpose": {
        "marker": "◇ AI reading",
        "text": "Returns subnets whose names contain a given text, up to 25 results.",
        "lens": "tool-purpose-v1",
        "model": null
      }
    },
    {
      "name": "subnet_bars",
      "protocol": "mcp",
      "inputs": [
        "limit",
        "netuid"
      ],
      "inputs_omitted": 0,
      "annotations": {},
      "effects": {
        "marker": "◇ AI reading",
        "state": "counted",
        "classes": [
          {
            "class": "reads",
            "confidence": 0.9
          }
        ],
        "lens": "side-effects@1",
        "model": "claude-haiku-5.5"
      },
      "purpose": {
        "marker": "◇ AI reading",
        "text": "Returns up to 500 recent price candles for a given subnet, ordered from oldest to newest.",
        "lens": "tool-purpose-v1",
        "model": null
      }
    },
    {
      "name": "subnet_detail",
      "protocol": "mcp",
      "inputs": [
        "netuid"
      ],
      "inputs_omitted": 0,
      "annotations": {},
      "effects": {
        "marker": "◇ AI reading",
        "state": "counted",
        "classes": [
          {
            "class": "reads",
            "confidence": 0.85
          }
        ],
        "lens": "side-effects@1",
        "model": "claude-haiku-5.5"
      },
      "purpose": {
        "marker": "◇ AI reading",
        "text": "Returns price, short-term price changes, trading volume, liquidity, tags, and research rating for a given subnet by its netuid.",
        "lens": "tool-purpose-v1",
        "model": null
      }
    },
    {
      "name": "tao_forecast",
      "protocol": "mcp",
      "inputs": [],
      "inputs_omitted": 0,
      "annotations": {},
      "effects": null,
      "purpose": {
        "marker": "◇ AI reading",
        "text": "Returns a 7-day price forecast for TAO with median and p10/p90 range bands, generated by a local Chronos-2 model.",
        "lens": "tool-purpose-v1",
        "model": null
      }
    },
    {
      "name": "tao_price",
      "protocol": "mcp",
      "inputs": [],
      "inputs_omitted": 0,
      "annotations": {},
      "effects": {
        "marker": "◇ AI reading",
        "state": "counted",
        "classes": [
          {
            "class": "reads",
            "confidence": 0.88
          }
        ],
        "lens": "side-effects@1",
        "model": "claude-haiku-5.5"
      },
      "purpose": {
        "marker": "◇ AI reading",
        "text": "Returns the current TAO price in USD along with its 24-hour percentage change.",
        "lens": "tool-purpose-v1",
        "model": null
      }
    },
    {
      "name": "trader_state",
      "protocol": "mcp",
      "inputs": [],
      "inputs_omitted": 0,
      "annotations": {},
      "effects": {
        "marker": "◇ AI reading",
        "state": "counted",
        "classes": [
          {
            "class": "reads",
            "confidence": 0.876
          }
        ],
        "lens": "side-effects@1",
        "model": "claude-haiku-5.5"
      },
      "purpose": {
        "marker": "◇ AI reading",
        "text": "Summarizes the live trader's equity and 24-hour trend, circuit-breaker status, and position and decision counts, read-only.",
        "lens": "tool-purpose-v1",
        "model": null
      }
    }
  ],
  "tools_omitted": 0,
  "tools_state": "recorded",
  "changes": [],
  "payment_rails": {
    "protocols": [],
    "http_402_seen": false
  },
  "not_covered": [
    "We don't call tools.",
    "We don't rate or certify.",
    "We don't publish prices.",
    "We cover only what was observed."
  ],
  "evidence": [
    {
      "section": "Identity",
      "classes": [
        "observed",
        "declared"
      ],
      "observed_at": "2026-11-12T07:01:45.890Z"
    },
    {
      "section": "Tools",
      "classes": [
        "declared"
      ],
      "observed_at": "2026-11-12T07:01:45.890Z"
    },
    {
      "section": "Effect readings (AI)",
      "classes": [
        "AI reading"
      ],
      "observed_at": "2026-11-12T07:01:45.890Z"
    },
    {
      "section": "Change history",
      "classes": [
        "observed"
      ],
      "observed_at": "2026-11-12T07:01:45.890Z",
      "observation_times": []
    },
    {
      "section": "Payment rails",
      "classes": [
        "observed"
      ],
      "observed_at": "2026-11-12T07:01:45.890Z"
    }
  ]
}
```