# uk.kcalbinmcp/kcalbin-data-products

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

- name: uk.kcalbinmcp/kcalbin-data-products
- version: 1.0.0
- connection class: unknown (unknown)
- trust: 59/100 flags: no-repository
- quality: 73/100 (new)
- owner: not claimed
- descriptor: https://api.protogrid.dev/v1/servers/uk.kcalbinmcp%2Fkcalbin-data-products
- tools: https://api.protogrid.dev/v1/servers/uk.kcalbinmcp%2Fkcalbin-data-products/tools

**Not classified yet.** The remote endpoints have not been probed successfully, or the listing has nothing to connect to.

## Connection (mcpServers)

```json
{
  "mcpServers": {
    "kcalbin-data-products": {
      "type": "http",
      "url": "https://product.kcalbinmcp.uk/mcp",
      "headers": {
        "Authorization": "Bearer ${KCALBIN_DATA_PRODUCTS_TOKEN}"
      }
    }
  }
}
```

Placeholders to fill: `${KCALBIN_DATA_PRODUCTS_TOKEN}`.

## Trust

- hygiene: 80
- liveness: 20
- freshness: 100
- provenance: 55
- drivers: +dns-namespace +website -unreachable(1 failures) +updated-1d-ago -no-repository
- Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed.

## Quality 73/100 (new)

### protocol: 75 (weight 25)

- warn `protocol.modern`: newest supported version is 2025-11-25; 2026-07-28 not supported, older versions are deprecated until 2027-07-28
- n/a `protocol.stateless`: only applies to 2026-07-28 servers
- pass `protocol.transport`: streamable HTTP
- n/a `protocol.list_ttl`: only applies to 2026-07-28 servers

### authorization: n/a (weight 15)

- n/a `auth.prm`, `auth.as_metadata`, `auth.cimd`: no remote uses OAuth
- n/a `auth.secret_in_url`: no templated URL

### tool hygiene: 71 (weight 30)

- pass `tools.descriptions`: every tool has a description
- pass `tools.description_length`: descriptions are concise
- pass `tools.schemas`: every tool has an object input schema
- fail `tools.annotations`: no tool declares readOnlyHint or destructiveHint, so clients cannot tell safe calls from risky ones
- fail `tools.directory_hints`: no tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: chandler_commerce_signals (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); deathcare_growth_ranking (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); browser_fetch (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); …
- pass `tools.token_cost`: about 824 tokens to load every tool
- pass `tools.api_dump`: tools are not a one-to-one API dump

### stability: n/a (weight 15)

- n/a `stability.changes`, `stability.rug_pull`: tool history recorded for 1 of the 7 days needed

### dependencies: n/a (weight 15)

- n/a `deps.known_vulns`, `deps.mcp_sdk_version`, `deps.resolvable`: no npm or PyPI package

- tools: 10, about 824 tokens to load them all
- tool set hash: de36675db24ceafc1e187942156c0f66
- badge: [![protogrid quality](https://protogrid.dev/badge/uk.kcalbinmcp/kcalbin-data-products.svg)](https://protogrid.dev/servers/uk.kcalbinmcp/kcalbin-data-products)
- Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed.

### Tool changes

_No tool definition changes recorded._

## Remotes

- https://product.kcalbinmcp.uk/mcp (streamable-http, auth none, reachable false, uptime30d 0.75)

## Packages

_none_

## Tools (10)

- `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.
- `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.
- `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_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.
- `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.
- `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).
- `deathcare_market`: Current-year expected deaths for a county or state — market size for death-care operators and investors. Free preview masks county names.
- `deathcare_projection`: Year-by-year expected deaths for a county, 2025-2040. Shows the baby-boomer mortality trajectory. PAID (Professional and above).