MCP server

Kcalbin Data Products

uk.kcalbinmcp/kcalbin-data-products

Checked 28 Oct 2026, 09:03 UTC · Connected to it and listed its tools

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

Website

At a glance

Type

MCP server

Publisher

kcalbinmcp.uk (verified by the MCP Registry)

Status

Working at last check

Tools

10

Token cost

About 1,059 tokens per request

Sets up in

Claude Code, Claude Desktop, Codex, Gemini CLI, Cursor, VS Code, Antigravity, ChatGPT, OpenAI API, Grok

Last checked

28 Oct 2026, 09:03 UTC

Connect it to your agent

Add to CursorAdd to VS CodeVS Code Insiders

Opens the app, which shows the server and asks you to confirm. For other apps, copy the setup below.

Claude Code

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

Claude Desktop

Settings → Connectors → Add custom connector, and paste the URL.

Codex (config.toml)

[mcp_servers.kcalbin-data-products]
url = "https://product.kcalbinmcp.uk/mcp"

Gemini CLI

{"mcpServers":{"kcalbin-data-products":{"httpUrl":"https://product.kcalbinmcp.uk/mcp"}}}

Cursor

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

VS Code

{"servers":{"kcalbin-data-products":{"type":"http","url":"https://product.kcalbinmcp.uk/mcp"}}}

Antigravity

agy mcp add kcalbin-data-products https://product.kcalbinmcp.uk/mcp

ChatGPT

Settings → Apps & Connectors → Advanced settings: turn on Developer mode, then Create a connector and paste the URL. Which plans can do this varies.

OpenAI API (Responses tools)

{"type":"mcp","server_label":"kcalbin-data-products","server_url":"https://product.kcalbinmcp.uk/mcp","require_approval":"always"}

Grok (xAI API tools)

{"type":"mcp","server_label":"kcalbin-data-products","server_url":"https://product.kcalbinmcp.uk/mcp"}

Tools

• browser_fetch ~127 tokens
  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.
• chandler_commerce_signals ~130 tokens
  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_signals ~79 tokens
  Bankruptcy / WARN-lawsuit / NLRB court filings (Chapter 11 etc.) as displacement events. PAID.
• chandler_economic_context ~124 tokens
  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_signals ~86 tokens
  County-level workforce displacement signals (severity, score, forecast). Free preview masks county names.
• chandler_warn ~75 tokens
  WARN Act layoff notices (company, workers affected, dates). Free preview masks company names.
• deathcare_bulk_extract ~96 tokens
  ENTERPRISE: bulk extract of the full projection series (all counties x 2025-2040) for a state, plus the underlying current-year baseline.
• deathcare_growth_ranking ~121 tokens
  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_market ~103 tokens
  Current-year expected deaths for a county or state — market size for death-care operators and investors. Free preview masks county names.
• deathcare_projection ~118 tokens
  Year-by-year expected deaths for a county, 2025-2040. Shows the baby-boomer mortality trajectory. PAID (Professional and above).

Browse

• Browser automation
• Legal research
• Government and public data

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