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uk.kcalbinmcp/kcalbin-data-products

by kcalbinmcp.uk · remote · no sign-in to list tools · v1.0.0 · published by uk.kcalbinmcp

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

Changes · 9
CompareRegistry entry

10 tools: 9 change things and 1 only read.

Scanned Oct 21, 2026

No check matched anything in the tool definitions. No finding is not a safety guarantee. How the checks work.

claude mcp add --transport http kcalbin-data-products https://product.kcalbinmcp.uk/mcp

Tools

Open a tool for its reasons and full description. Descriptions are the publisher's own words, shown as they are.

10 tools

Changes things 9Claude Code: ask
  • chandler_commerce_signalsChandler Commerce Signals — county demand-intelligence for local service businesses.No findings

    Why it is in this group

    • Nothing in its name or description says what it does, so it is counted as a write.
    Description, as the server wrote it
    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.
  • chandler_court_signalsBankruptcy / WARN-lawsuit / NLRB court filings (Chapter 11 etc.) as displacement events.No findings

    Why it is in this group

    • Nothing in its name or description says what it does, so it is counted as a write.
    Description, as the server wrote it
    Bankruptcy / WARN-lawsuit / NLRB court filings (Chapter 11 etc.) as displacement events. PAID.
  • chandler_economic_contextENTERPRISE: raw measured economic indicators behind each county — Census building permits (county), BLS QCEW industry employment (county x NAICS), and NY Fed household delinquency …No findings

    Why it is in this group

    • Nothing in its name or description says what it does, so it is counted as a write.
    Description, as the server wrote it
    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_signalsCounty-level workforce displacement signals (severity, score, forecast).No findings

    Why it is in this group

    • Nothing in its name or description says what it does, so it is counted as a write.
    Description, as the server wrote it
    County-level workforce displacement signals (severity, score, forecast). Free preview masks county names.
  • chandler_warnWARN Act layoff notices (company, workers affected, dates).No findings

    Why it is in this group

    • Nothing in its name or description says what it does, so it is counted as a write.
    Description, as the server wrote it
    WARN Act layoff notices (company, workers affected, dates). Free preview masks company names.
  • deathcare_bulk_extractENTERPRISE: bulk extract of the full projection series (all counties x 2025-2040) for a state, plus the underlying current-year baseline.No findings

    Why it is in this group

    • Nothing in its name or description says what it does, so it is counted as a write.
    Description, as the server wrote it
    ENTERPRISE: bulk extract of the full projection series (all counties x 2025-2040) for a state, plus the underlying current-year baseline.
  • deathcare_growth_rankingRank counties by projected growth in deaths 2025-2040 — the expansion/market-selection question.No findings

    Why it is in this group

    • Nothing in its name or description says what it does, so it is counted as a write.
    Description, as the server wrote it
    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).
  • deathcare_marketCurrent-year expected deaths for a county or state — market size for death-care operators and investors.No findings

    Why it is in this group

    • Nothing in its name or description says what it does, so it is counted as a write.
    Description, as the server wrote it
    Current-year expected deaths for a county or state — market size for death-care operators and investors. Free preview masks county names.
  • deathcare_projectionYear-by-year expected deaths for a county, 2025-2040.No findings

    Why it is in this group

    • Nothing in its name or description says what it does, so it is counted as a write.
    Description, as the server wrote it
    Year-by-year expected deaths for a county, 2025-2040. Shows the baby-boomer mortality trajectory. PAID (Professional and above).
Only reads 1Claude Code: allow
  • browser_fetchRender a public web page in a real headless browser and return its title, visible text and links.No findings

    Why it is in this group

    • The name "browser_fetch" says "fetch": a word for reading.
    Description, as the server wrote it
    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.

This is not a safety rating, and no finding is not a safety guarantee. The groups and findings come from fixed checks of the tool definitions the server returned on the date shown, not from its code or what it does when called. How the checks work.

Install

Pinned to version 1.0.0. Values in angle brackets are yours to fill in.

claude mcp add --transport http kcalbin-data-products https://product.kcalbinmcp.uk/mcp

Run in a terminal.

Claude Code permissions

Allow the reads, ask before a change, deny the deletes. Paste into .claude/settings.json.

.claude/settings.json
{
  "permissions": {
    "allow": [
      "mcp__kcalbin-data-products__browser_fetch"
    ],
    "ask": [
      "mcp__kcalbin-data-products__chandler_signals",
      "mcp__kcalbin-data-products__chandler_warn",
      "mcp__kcalbin-data-products__chandler_court_signals",
      "mcp__kcalbin-data-products__chandler_economic_context",
      "mcp__kcalbin-data-products__chandler_commerce_signals",
      "mcp__kcalbin-data-products__deathcare_market",
      "mcp__kcalbin-data-products__deathcare_projection",
      "mcp__kcalbin-data-products__deathcare_growth_ranking",
      "mcp__kcalbin-data-products__deathcare_bulk_extract"
    ],
    "deny": []
  }
}

Tools that only read are allowed, tools that change things ask first, tools that delete or cancel are denied. It assumes the server is installed as kcalbin-data-products. Review it before you use it.