KitScout

Categories › Knowledge & Everyday › Government & public data

uk.kcalbinmcp/kcalbin-data-products

MCP serverVerified domain · kcalbinmcp.ukRemote● LiveFree to try

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

Install

Remote server: your requests and data go to product.kcalbinmcp.uk. Claude Code: claude mcp add --transport http kcalbin-data-products https://product.kcalbinmcp.uk/mcp · Claude app: Settings → Connectors → Add custom connector.

What it can do

The tools this server listed when we connected to it, in its own words.

  • chandler_signals — County-level workforce displacement signals (severity, score, forecast). Free preview masks county names.
  • chandler_warn — WARN Act layoff notices (company, workers affected, dates). Free preview masks company names.
  • chandler_court_signals — Bankruptcy / WARN-lawsuit / NLRB court filings (Chapter 11 etc.) as displacement events. PAID.
  • chandler_economic_context — ENTERPRISE: raw measured economic indicators behind each county — Census building permits (county), BLS QCEW industry employment (county x N
  • chandler_commerce_signals — Chandler Commerce Signals — county demand-intelligence for local service businesses. Free: one county name + risk tier + recent layoff worke
  • deathcare_market — Current-year expected deaths for a county or state, for service-capacity and staffing planning. A projection, not a recorded count. Free pre
  • deathcare_projection — Year-by-year expected deaths for a county, 2025-2040, for service-capacity planning. These are projections, not recorded counts, and uncerta
  • deathcare_growth_ranking — Rank counties by the projected change in expected deaths 2025-2040, for comparing service areas. National percentile computed across all 3,1
  • 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.
  • 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 pag

KitScout test notes

Not tested by KitScout yet. When our harness runs it, pros, cons and the tasks we tried appear here, with the date and evidence.

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