Kcalbin Data Products

Connect Remote server

claude mcp add --transport http kcalbin-data-products https://product.kcalbinmcp.uk/mcp --header "Authorization: Bearer <YOUR_API_KEY>"

{
  "mcpServers": {
    "kcalbin-data-products": {
      "url": "https://product.kcalbinmcp.uk/mcp",
      "headers": {
        "Authorization": "Bearer <YOUR_API_KEY>"
      }
    }
  }
}

{
  "servers": {
    "kcalbin-data-products": {
      "type": "http",
      "url": "https://product.kcalbinmcp.uk/mcp",
      "headers": {
        "Authorization": "Bearer <YOUR_API_KEY>"
      }
    }
  }
}

Settings > Connectors > Add custom connector
URL: https://product.kcalbinmcp.uk/mcp

Replace the values in angle brackets with your own. Keys stay on your machine; we never see them.

Tools 10 found in our last check

• 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 NAICS), and NY Fed household delinquency (STATE level). Included with Chandler Enterprise.

• 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.

• deathcare_market

  Current-year expected deaths for a county or state, for service-capacity and staffing planning. A projection, not a recorded count. Free preview masks county names.

• deathcare_projection

  Year-by-year expected deaths for a county, 2025-2040, for service-capacity planning. These are projections, not recorded counts, and uncertainty grows the further out the series runs. Measured backtest over a four-year horizon: median absolute error 4.36%, 87% of counties within…

• deathcare_growth_ranking

  Rank counties by the projected change in expected deaths 2025-2040, for comparing service areas. National percentile computed across all 3,144 counties. A projection, not a recorded count; it says nothing about any individual or any provider. The tool NAME is kept as deathcare_g…

• 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 pages a plain HTTP fetch cannot read. Free preview returns the title and a short excerpt; paid returns full text and links.

Headers

Details

More browser automation servers See all

• Border

  Debug CORS: send the real preflight, get Chrome's exact error and the headers that fix it.

• Oya Browser

  Oya, the HIPAA-compliant agentic browser, over MCP: browse, run playbooks, hand a tab to a person.

• obscura

  Stealth headless fetch (obscura.openmcp.logicsrc.com)

• Browser Compat Mcp Server

  Browser compatibility and Baseline status for any web feature — offline, from bundled MDN data.

• Wield

  Websites as tools for AI: hosted for public reads, local in your own browser for logins.

• LabelQueue — Avery Label Dimensions, Margin & Bleed Layout Engine

  Look up exact Avery & standard sheet label dimensions, pitch, margins & print layout specs.