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ThaiData UK

REMOTE · THAIDATA.UK

UK Thai restaurant data from FSA inspections: hygiene ratings, city stats, postcode search.

Available components

65 Trust /100

Last scanned (20 hours ago)

Scores higher than 45% of remote servers

Reachable. Last reached 4 Nov 2026.

Category Maps and Location

Trust breakdown (7 categories)

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
Transport & Reachability100
Schema Quality & AI Usability75
  • AI-judged instruction clarity (good).Pass
  • Tool/resource definitions use about 650 tokens (~65/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 Management17
  • Stability observed for 5 of 30 days with no destabilising changes; credit accrues until the full window elapses.Partial
Tool Coverage100
  • 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
  • 100% of tool parameters carry a description.Pass
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
Capabilities60
  • Spec-recency check failed: implements MCP spec 2025-06-18; the latest is 2026-07-28. See how to fix → Fail
Changelog

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 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.

  • 1 Nov 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.

  • 31 Oct 26 0
    • Stability: unverified → 0.03 ▲ functional
  • 30 Oct 26 63

    First indexed and scored.

Diagnostics

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://thaidata.uk/mcp

TLS valid

Negotiated TLS 1.3 with TLS_AES_128_GCM_SHA256 .

Subject Issuer Valid from Valid until Key Signature Serial
CN=thaidata.uk CN=WE1,O=Google Trust Services,C=US 1 Nov 2026 30 Jan 2027 ECDSA 256 ECDSA-SHA256 c04268cffe1e3c8e132ff60337df92f9
SANs: thaidata.uk
CN=WE1,O=Google Trust Services,C=US (CA) CN=GTS Root R4,O=Google Trust Services LLC,C=US 13 Dec 2023 20 Feb 2029 ECDSA 256 ECDSA-SHA384 7ff31977972c224a76155d13b6d685e3
CN=GTS Root R4,O=Google Trust Services LLC,C=US (CA) CN=GlobalSign Root CA,OU=Root CA,O=GlobalSign nv-sa,C=BE 15 Nov 2023 28 Jan 2028 ECDSA 384 SHA256-RSA 7fe530bf331343bedd821610493d8a1b

Background: What to check on a remote MCP endpoint →

DNSSEC insecure

Validation of thaidata.uk. — Not signed

Zone DS Keys Algorithms Outcome
. trust_anchor 20326, 38696 8, 8 Verified
uk. present 43876 8 Verified
thaidata.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://thaidata.uk/mcp Verified 200
http (plaintext) http://thaidata.uk/mcp HTTPS enforced 301 https://thaidata.uk/mcp
MCP tools · 10 exposed · ~650 tokens

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 →

Tool Tokens
compare_cities ~43

Compare Thai restaurant statistics between two UK cities side by side.

NameTypeReqDescription
city1stringyesFirst city name
city2stringyesSecond city name

No output schema declared.

No examples provided.

find_nearby ~152

Find Thai restaurants near a UK postcode. Geocodes the postcode, calculates driving distances, and returns the best-rated restaurants within your radius. Perfect for 'find Thai near me' queries.

NameTypeReqDescription
limitnumber–Max results (default: 10, max: 25)
min_ratingnumber–Minimum hygiene rating 1-5 (optional)
postcodestringyesUK postcode to search near (e.g. 'LS1 4AG', 'SW1A 1AA', 'M1 1AE')
radiusnumber–Search radius in miles (default: 3, max: 25)
typestring–Filter by type

No output schema declared.

No examples provided.

get_city_stats ~76

Get detailed Thai restaurant statistics for any UK city. Returns restaurant count, hygiene rating, density per 100k population, dine-in vs takeaway breakdown, and market size classification.

NameTypeReqDescription
citystringyesUK city name (e.g. 'Leeds', 'Manchester', 'London', 'Edinburgh', 'Bristol')

No output schema declared.

No examples provided.

get_delivery_rates ~38

Get current delivery platform commission rates for Uber Eats (30%), Deliveroo (32%), and Just Eat (14%). Includes typical menu markups.

Input schema present but exposes no named parameters.

No output schema declared.

No examples provided.

get_market_health ~40

Get a comprehensive market health assessment: competition levels by city, cost pressures (wages, NI, ingredients), growth opportunities, and key risks for operators.

Input schema present but exposes no named parameters.

No output schema declared.

No examples provided.

get_opening_costs ~36

Get estimated cost breakdown for opening a Thai restaurant in the UK: lease, refurbishment, equipment, licenses, and working capital.

Input schema present but exposes no named parameters.

No output schema declared.

No examples provided.

get_uk_overview ~36

Get overall UK Thai restaurant market statistics: total businesses, market size, growth rate, average hygiene, and national wage data.

Input schema present but exposes no named parameters.

No output schema declared.

No examples provided.

get_visa_info ~39

Get Skilled Worker visa costs and requirements for hiring Thai chefs. Includes minimum salary (£38,700), processing times, and first-year cost estimates.

Input schema present but exposes no named parameters.

No output schema declared.

No examples provided.

rank_cities ~68

Rank UK cities by Thai restaurant count, hygiene rating, or density per 100k. Returns top N cities with full stats.

NameTypeReqDescription
limitnumber–Number of cities to return (default: 10, max: 50)
metricstringyesMetric to rank by

No output schema declared.

No examples provided.

search_restaurants ~122

Search individual Thai restaurants by city, type, or minimum hygiene rating. Returns named restaurants with address, postcode, rating, and inspection date. Perfect for finding top-rated Thai restaurants in any UK city.

NameTypeReqDescription
citystringyesUK city name to search in
limitnumber–Maximum results to return (default: 10, max: 50)
min_ratingnumber–Minimum hygiene rating (1-5). E.g. 4 returns only 4+ star rated.
typestring–Filter by business type

No output schema declared.

No examples provided.

Install

How do I install the ThaiData UK MCP server?

ThaiData UK is a hosted endpoint at https://thaidata.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 · thaidata.uk

# add to Claude Code
claude mcp add --transport http uk-thaidata-mcp 'https://thaidata.uk/mcp'
Common questions

What is the ThaiData UK MCP server?

ThaiData UK is an MCP server listed in the public MCP registry as uk.thaidata/mcp. UK Thai restaurant data from FSA inspections: hygiene ratings, city stats, postcode search. This page covers its hosted endpoint (https://thaidata.uk/mcp).

Is the ThaiData UK MCP server safe to use?

ThaiData UK 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 ThaiData UK MCP server expose?

ThaiData UK exposes 10 tools: get_city_stats, search_restaurants, find_nearby, get_uk_overview, compare_cities, and 5 more. Their descriptions and schemas cost roughly 650 tokens of context every time the server is loaded.

Does the ThaiData UK MCP server require authentication?

No. We connected to ThaiData UK without credentials and it answered, so anything it exposes is reachable by anyone who knows the address.

Is the ThaiData UK MCP server still maintained?

ThaiData UK 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.