uk.kcalbinmcp/kcalbin-data-products

Measured conclusion: Deep-tested. L2 outcome: tools_ok.

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

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Copy this into your MCP client config:

{
  "mcpServers": {
    "kcalbin-data-products": {
      "url": "https://product.kcalbinmcp.uk/mcp",
      "transport": "streamable-http"
    }
  }
}

Measured tools (10)

• chandler_signals

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

  Parameters:

  • limit — number
  • state — string

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• chandler_warn

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

  Parameters:

  • state — string

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• chandler_court_signals

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

  Parameters:

  • signal_type — string

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• 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.

  Parameters:

  • limit — number
  • state — string

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• 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.

  Parameters:

  • limit — number
  • state — string

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• deathcare_market

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

  Parameters:

  • fips — string
  • limit — number
  • state — string

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• deathcare_projection

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

  Parameters:

  • fips — string
  • state — string
  • county — string
  • to_year — number
  • from_year — number

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• 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).

  Parameters:

  • limit — number
  • state — string
  • min_deaths — number

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• 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.

  Parameters:

  • state (required) — string

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• 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.

  Parameters:

  • url (required) — string

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

Publisher website

Measured by MCPYP probing. Untested fields are omitted, never estimated. Listing is always free; MCPYP never proxies calls or stores user tokens.