uk.kcalbinmcp/kcalbin-data-products
REMOTE · PRODUCT.KCALBINMCP.UK
US county data over MCP: displacement signals, WARN notices, death-care forecasts, page reader
Available components
Last scanned (20 hours ago)
Scores higher than 45% of remote servers
Reachable. Last reached 4 Nov 2026.
Category Data and Analytics
How this component scores in each security and reliability category. Every signal is checked automatically against the live server, and we only credit what we can confirm. How we score → Why this is hard to score →
Endpoint Security57
- The endpoint's TLS certificate is valid, in date, and uses a strong key. View diagnostics → Pass
- Authorisation not fully verified: no authorisation is required to call this server, and 10 tool(s) never declared a destructiveHint. The MCP spec treats an absent hint as destructive by default, so we cannot call this surface safe. See how to fix → View diagnostics → Unverified
- HTTPS is enforced; there's no plaintext access path. View diagnostics → Pass
- HSTS check failed: the Strict-Transport-Security header is absent. See how to fix → View diagnostics → Fail
- DNSSEC check failed: this domain isn't protected by DNSSEC. See how to fix → View diagnostics → Fail
Transport & Reachability100
- Verified streamable-http transport via a live MCP handshake. View diagnostics → Pass
Schema Quality & AI Usability54
- AI-judged instruction clarity (fair).Partial
- Tool/resource definitions use about 598 tokens (~59/item across 10 items; 10 tools + 0 resources), lean.Pass
- Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management53
- Stability observed for 16 of 30 days with no destabilising changes; credit accrues until the full window elapses.Partial
Tool Coverage67
- 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
- 0% of tool parameters carry a description.Fail
Tool Safety100
- No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.Pass
- We read all 10 captured tool definition(s), and no name or description among them implies an irreversible operation.Pass
- An AI judge read all 10 captured unit(s) of tool text and found none that tries to manipulate the model reading it.Pass
Capabilities100
- Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.Pass
Every change we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.
- 3 Nov 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 47 to 50. That category is still filling its 30-day observation window: 14 days of observed history at the previous scan, 15 at this one. The score rises as the window fills, whether or not the server changes.
- 1 Nov 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 40 to 43. That category is still filling its 30-day observation window: 12 days of observed history at the previous scan, 13 at this one. The score rises as the window fills, whether or not the server changes.
- 29 Oct 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 30 to 33. That category is still filling its 30-day observation window: 9 days of observed history at the previous scan, 10 at this one. The score rises as the window fills, whether or not the server changes.
- 27 Oct 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 23 to 27. That category is still filling its 30-day observation window: 7 days of observed history at the previous scan, 8 at this one. The score rises as the window fills, whether or not the server changes.
- 25 Oct 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 17 to 20. That category is still filling its 30-day observation window: 5 days of observed history at the previous scan, 6 at this one. The score rises as the window fills, whether or not the server changes.
- 23 Oct 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 10 to 13. That category is still filling its 30-day observation window: 3 days of observed history at the previous scan, 4 at this one. The score rises as the window fills, whether or not the server changes.
- 21 Oct 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 3 to 7. That category is still filling its 30-day observation window: 1 days of observed history at the previous scan, 2 at this one. The score rises as the window fills, whether or not the server changes.
- 20 Oct 26 0
- Stability: unverified → 0.03 ▲ functional
Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.
Captured 4 Nov 2026 · Probed https://product.kcalbinmcp.uk/mcp
TLS valid
Negotiated TLS 1.3 with TLS_AES_128_GCM_SHA256 .
| Subject | Issuer | Valid from | Valid until | Key | Signature | Serial |
|---|---|---|---|---|---|---|
| CN=kcalbinmcp.uk | CN=YE1,O=Let's Encrypt,C=US | 14 Oct 2026 | 12 Jan 2027 | ECDSA 256 | ECDSA-SHA384 | 62c1bb4b37bcdd2f87eb3cbf4bd339787dd |
| SANs: *.kcalbinmcp.uk, kcalbinmcp.uk | ||||||
| CN=YE1,O=Let's Encrypt,C=US (CA) | CN=Root YE,O=ISRG,C=US | 3 Sept 2025 | 2 Sept 2028 | ECDSA 384 | ECDSA-SHA384 | 5ddd70dd31f801c85c186a7a04b80afe |
| CN=Root YE,O=ISRG,C=US (CA) | CN=ISRG Root X2,O=Internet Security Research Group,C=US | 13 May 2026 | 2 Sept 2032 | ECDSA 384 | ECDSA-SHA384 | 872165fc34b6e5fba8add5b3705fb53a |
| CN=ISRG Root X2,O=Internet Security Research Group,C=US (CA) | CN=ISRG Root X1,O=Internet Security Research Group,C=US | 13 May 2026 | 2 Sept 2032 | ECDSA 384 | SHA256-RSA | 6c8f1dc727c7117f7baf853ac980f9cd |
Background: What to check on a remote MCP endpoint →
DNSSEC insecure
Validation of product.kcalbinmcp.uk. — Not signed
| Zone | DS | Keys | Algorithms | Outcome |
|---|---|---|---|---|
| . | trust_anchor | 20326, 38696 | 8, 8 | Verified |
| uk. | present | 43876 | 8 | Verified |
| kcalbinmcp.uk. | absent | Unsigned (proven) parent-signed NSEC/NSEC3 proves an unsigned delegation |
Authentication No authorisation required
The endpoint answered without asking for a token. Anyone who knows the URL can reach it.
| Result | No authorisation required |
|---|---|
| HTTP status | 200 |
Background: How OAuth 2.1 works in the 2026 MCP spec →
Transports 2 probes
| Transport | URL | Outcome | Status | Location |
|---|---|---|---|---|
| streamable-http | https://product.kcalbinmcp.uk/mcp | Verified | 200 | |
| http (plaintext) | http://product.kcalbinmcp.uk/mcp | HTTPS enforced |
The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability. A tool's description is untrusted text the model reads on every call, which is what makes this list a security surface and not just an inventory: how tool poisoning works →
browser_fetch ~70
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.
| Name | Type | Req | Description |
|---|---|---|---|
| url | string | yes | – |
No output schema declared.
No examples provided.
chandler_commerce_signals ~80
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.
| Name | Type | Req | Description |
|---|---|---|---|
| limit | number | – | – |
| state | string | – | – |
No output schema declared.
No examples provided.
chandler_court_signals ~44
Bankruptcy / WARN-lawsuit / NLRB court filings (Chapter 11 etc.) as displacement events. PAID.
| Name | Type | Req | Description |
|---|---|---|---|
| signal_type | string | – | – |
No output schema declared.
No examples provided.
chandler_economic_context ~70
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.
| Name | Type | Req | Description |
|---|---|---|---|
| limit | number | – | – |
| state | string | – | – |
No output schema declared.
No examples provided.
chandler_signals ~42
County-level workforce displacement signals (severity, score, forecast). Free preview masks county names.
| Name | Type | Req | Description |
|---|---|---|---|
| limit | number | – | – |
| state | string | – | – |
No output schema declared.
No examples provided.
chandler_warn ~35
WARN Act layoff notices (company, workers affected, dates). Free preview masks company names.
| Name | Type | Req | Description |
|---|---|---|---|
| state | string | – | – |
No output schema declared.
No examples provided.
deathcare_bulk_extract ~49
ENTERPRISE: bulk extract of the full projection series (all counties x 2025-2040) for a state, plus the underlying current-year baseline.
| Name | Type | Req | Description |
|---|---|---|---|
| state | string | yes | – |
No output schema declared.
No examples provided.
deathcare_growth_ranking ~74
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).
| Name | Type | Req | Description |
|---|---|---|---|
| limit | number | – | – |
| min_deaths | number | – | – |
| state | string | – | – |
No output schema declared.
No examples provided.
deathcare_market ~56
Current-year expected deaths for a county or state — market size for death-care operators and investors. Free preview masks county names.
| Name | Type | Req | Description |
|---|---|---|---|
| fips | string | – | – |
| limit | number | – | – |
| state | string | – | – |
No output schema declared.
No examples provided.
deathcare_projection ~78
Year-by-year expected deaths for a county, 2025-2040. Shows the baby-boomer mortality trajectory. PAID (Professional and above).
| Name | Type | Req | Description |
|---|---|---|---|
| county | string | – | – |
| fips | string | – | – |
| from_year | number | – | – |
| state | string | – | – |
| to_year | number | – | – |
No output schema declared.
No examples provided.
How do I install the uk.kcalbinmcp/kcalbin-data-products MCP server?
uk.kcalbinmcp/kcalbin-data-products is a hosted endpoint at https://product.kcalbinmcp.uk/mcp, so there is nothing to install locally. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.
remote · product.kcalbinmcp.uk
claude mcp add --transport http uk-kcalbinmcp-kcalbin-data-products 'https://product.kcalbinmcp.uk/mcp'
What is the uk.kcalbinmcp/kcalbin-data-products MCP server?
uk.kcalbinmcp/kcalbin-data-products is an MCP server listed in the public MCP registry as uk.kcalbinmcp/kcalbin-data-products. US county data over MCP: displacement signals, WARN notices, death-care forecasts, page reader. This page covers its hosted endpoint (https://product.kcalbinmcp.uk/mcp).
Is the uk.kcalbinmcp/kcalbin-data-products MCP server safe to use?
uk.kcalbinmcp/kcalbin-data-products scores 65 out of 100 on VerifyMCP. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.
What tools does the uk.kcalbinmcp/kcalbin-data-products MCP server expose?
uk.kcalbinmcp/kcalbin-data-products exposes 10 tools: chandler_signals, chandler_warn, chandler_court_signals, chandler_economic_context, chandler_commerce_signals, and 5 more. Their descriptions and schemas cost roughly 598 tokens of context every time the server is loaded.
Does the uk.kcalbinmcp/kcalbin-data-products MCP server require authentication?
No. We connected to uk.kcalbinmcp/kcalbin-data-products without credentials and it answered, so anything it exposes is reachable by anyone who knows the address.
Is the uk.kcalbinmcp/kcalbin-data-products MCP server still maintained?
uk.kcalbinmcp/kcalbin-data-products is still listed as active in the MCP registry. We last reached this channel on 4 November 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.