Kcalbin Data Products

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US county data over MCP: displacement signals, WARN notices, death-care forecasts, page reader

Data & Databases

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https://product.kcalbinmcp.uk/mcp

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Optional. Bearer API key issued on subscription at https://product.kcalbinmcp.uk — omit it to use the free masked-preview tier.

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browser_fetch

Render a public web page in a real headless browser and return its title, visible text and links. JavaScript is executed, so it works on pages a plain HTTP fetch cannot read. Free preview returns the title and a short excerpt; paid returns full text and links.

urlstring, required

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Tools (10)

browser_fetch

Argument	Type	Description
url*	string

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "url"
  ],
  "properties": {
    "url": {
      "type": "string"
    }
  }
}

chandler_commerce_signals

Chandler Commerce Signals — county demand-intelligence for local service businesses. Free: one county name + risk tier + recent layoff worker count. Paid ($299/mo): full distress score, WARN filing details, 3/6-mo forecast, per-county signal window.

Argument	Type	Description
limit	number
state	string

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "number"
    },
    "state": {
      "type": "string"
    }
  }
}

chandler_court_signals

Bankruptcy / WARN-lawsuit / NLRB court filings (Chapter 11 etc.) as displacement events. PAID.

Argument	Type	Description
signal_type	string

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "signal_type": {
      "type": "string"
    }
  }
}

chandler_economic_context

ENTERPRISE: raw measured economic indicators behind each county — Census building permits (county), BLS QCEW industry employment (county x NAICS), and NY Fed household delinquency (STATE level). Included with Chandler Enterprise.

Argument	Type	Description
limit	number
state	string

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "number"
    },
    "state": {
      "type": "string"
    }
  }
}

chandler_signals

County-level workforce displacement signals (severity, score, forecast). Free preview masks county names.

Argument	Type	Description
limit	number
state	string

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "number"
    },
    "state": {
      "type": "string"
    }
  }
}

chandler_warn

WARN Act layoff notices (company, workers affected, dates). Free preview masks company names.

Argument	Type	Description
state	string

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "state": {
      "type": "string"
    }
  }
}

deathcare_bulk_extract

ENTERPRISE: bulk extract of the full projection series (all counties x 2025-2040) for a state, plus the underlying current-year baseline.

Argument	Type	Description
state*	string

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "state"
  ],
  "properties": {
    "state": {
      "type": "string"
    }
  }
}

deathcare_growth_ranking

Rank counties by projected growth in deaths 2025-2040 — the expansion/market-selection question. National percentile is computed across all 3,144 counties. PAID (Professional and above).

Argument	Type	Description
limit	number
state	string
min_deaths	number

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "number"
    },
    "state": {
      "type": "string"
    },
    "min_deaths": {
      "type": "number"
    }
  }
}

deathcare_market

Current-year expected deaths for a county or state — market size for death-care operators and investors. Free preview masks county names.

Argument	Type	Description
fips	string
limit	number
state	string

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "fips": {
      "type": "string"
    },
    "limit": {
      "type": "number"
    },
    "state": {
      "type": "string"
    }
  }
}

deathcare_projection

Year-by-year expected deaths for a county, 2025-2040. Shows the baby-boomer mortality trajectory. PAID (Professional and above).

Argument	Type	Description
fips	string
state	string
county	string
to_year	number
from_year	number

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "fips": {
      "type": "string"
    },
    "state": {
      "type": "string"
    },
    "county": {
      "type": "string"
    },
    "to_year": {
      "type": "number"
    },
    "from_year": {
      "type": "number"
    }
  }
}