Search / uk.thaidata/mcp
UK Thai restaurant data from FSA inspections: hygiene ratings, city stats, postcode search.
v2.1.0 · active · repository · website · descriptor JSON · versions
protogrid{
"mcpServers": {
"thaidata": {
"type": "http",
"url": "https://thaidata.uk/mcp"
}
}
}claude mcp add --transport http thaidata https://thaidata.uk/mcp[mcp_servers.thaidata]
url = "https://thaidata.uk/mcp"
{
"$schema": "https://opencode.ai/config.json",
"mcp": {
"thaidata": {
"type": "remote",
"url": "https://thaidata.uk/mcp",
"enabled": true
}
}
}{
"mcpServers": {
"thaidata": {
"type": "http",
"url": "https://thaidata.uk/mcp"
}
},
"deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=thaidata&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vdGhhaWRhdGEudWsvbWNwIn0%3D"
}{
"servers": {
"thaidata": {
"type": "http",
"url": "https://thaidata.uk/mcp"
}
}
}{
"mcpServers": {
"thaidata": {
"httpUrl": "https://thaidata.uk/mcp"
}
}
}extensions:
"thaidata":
enabled: true
name: "thaidata"
type: streamable_http
uri: "https://thaidata.uk/mcp"
timeout: 300
protocol.modernprotocol.statelessprotocol.transportprotocol.list_ttlauth.prm, auth.as_metadata, auth.cimdauth.secret_in_urltools.descriptionstools.description_lengthtools.schemastools.annotationstools.directory_hintstools.token_costtools.api_dumptools.hidden_textstability.changesstability.rug_pullstability.new_linksdeps.known_vulns, deps.mcp_sdk_version, deps.resolvableget_visa_inforemovedGet Skilled Worker visa costs and requirements for hiring Thai chefs. Includes minimum salary (£38,700), processing times, and first-year cost estimates.
get_delivery_ratesremovedGet current delivery platform commission rates for Uber Eats (30%), Deliveroo (32%), and Just Eat (14%). Includes typical menu markups.
get_market_healthremovedGet a comprehensive market health assessment: competition levels by city, cost pressures (wages, NI, ingredients), growth opportunities, and key risks for operators.
compare_citiesremovedCompare Thai restaurant statistics between two UK cities side by side.
get_opening_costsremovedGet estimated cost breakdown for opening a Thai restaurant in the UK: lease, refurbishment, equipment, licenses, and working capital.
get_venueaddedFull record for one venue by its FSA establishment id, with context: days since the last inspection, whether the inspection date is known, the rating scheme, and where the venue's rating sits within its city (percentile among rated peers). Use when the user asks about a specific named venue. The returned fsa_url opens the official FSA record.
get_opening_requirementsaddedStatutory steps for opening a food business in the UK, with the responsible local authority for a given city and official GOV.UK links. Use for 'what do I need to open a Thai restaurant in X'. This server holds no cost, rent, fit-out or equipment figures, so none are returned - the answer is requirements and links, not a budget.
get_hygiene_profileaddedFood hygiene profile for Thai venues in a city, a local authority or a postcode district: the distribution of FHRS ratings 0-5 with mean and counts, or FHIS pass/improvement counts in Scotland, plus how old the inspections are. Use for 'how hygienic are Thai places in X' or 'are these ratings out of date'. Returns counts and dates only - no composite score, and hygiene is not food quality.
rank_citieschangedtitle, description, input schema, annotationsmeaning changedRank UK cities by Thai restaurant count, hygiene rating, or density per 100k. Returns top N cities with full stats.
Order city/area rows by Thai venue count, mean FHRS rating or venues per 100k residents. Use for 'which city has the most or the best'. Rating ranking excludes Scottish areas, which report Pass/Improvement Required instead of a score, and rows with small samples can top it - each row returns n so the sample can be judged. Names are dataset area names, which are sometimes councils rather than towns.
get_uk_overviewchangedtitle, description, annotationsmeaning changedGet overall UK Thai restaurant market statistics: total businesses, market size, growth rate, average hygiene, and national wage data.
UK-wide totals for Thai venues in FSA data: venue count with the dine-in, takeaway and pub-kitchen split, number of city/area rows, mean FHRS rating with the number rated, and the date of the snapshot. Single dated snapshot - there is no trend, growth or market-size figure.
Showing the latest 10. Full history: list_changes · trend: quality JSON.
Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.
+repository +dns-namespace +website -unreachable(1 failures) +updated-6d-ago
Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.
| remote | auth | reachable | uptime 30d | p50 | protocol | last ok |
|---|---|---|---|---|---|---|
https://thaidata.uk/mcp streamable-http | none | no (1 failures) | 95% | 298 ms | 2025-06-18 | 2026-11-13 |
find_nearbyread-only | Thai venues within a straight-line radius of a UK postcode. Use when the user gives a postcode or a place rather than a city name. Returns venues with great-circle distance in miles, rating and address; road distance will always be longer than the figure returned. No delivery, booking or opening-hours data. |
get_city_statsread-only | Aggregate Thai-venue figures for one UK city/area, or up to five side by side. Use for totals and density, not for named venues. Returns venue count split by type, venues per 100k residents, and hygiene figures - a mean FHRS rating with the number rated, or FHIS pass/improvement counts for Scotland. Scottish venues have no numeric score and are never averaged. Counts cover venues identified in FSA data, so they are a floor. |
get_hygiene_profileread-only | Food hygiene profile for Thai venues in a city, a local authority or a postcode district: the distribution of FHRS ratings 0-5 with mean and counts, or FHIS pass/improvement counts in Scotland, plus how old the inspections are. Use for 'how hygienic are Thai places in X' or 'are these ratings out of date'. Returns counts and dates only - no composite score, and hygiene is not food quality. |
get_opening_requirementsread-only | Statutory steps for opening a food business in the UK, with the responsible local authority for a given city and official GOV.UK links. Use for 'what do I need to open a Thai restaurant in X'. This server holds no cost, rent, fit-out or equipment figures, so none are returned - the answer is requirements and links, not a budget. |
get_uk_overviewread-only | UK-wide totals for Thai venues in FSA data: venue count with the dine-in, takeaway and pub-kitchen split, number of city/area rows, mean FHRS rating with the number rated, and the date of the snapshot. Single dated snapshot - there is no trend, growth or market-size figure. |
get_venueread-only | Full record for one venue by its FSA establishment id, with context: days since the last inspection, whether the inspection date is known, the rating scheme, and where the venue's rating sits within its city (percentile among rated peers). Use when the user asks about a specific named venue. The returned fsa_url opens the official FSA record. |
rank_citiesread-only | Order city/area rows by Thai venue count, mean FHRS rating or venues per 100k residents. Use for 'which city has the most or the best'. Rating ranking excludes Scottish areas, which report Pass/Improvement Required instead of a score, and rows with small samples can top it - each row returns n so the sample can be judged. Names are dataset area names, which are sometimes councils rather than towns. |
search_restaurantsread-only | Lists named Thai venues in a city or area. Use when the user wants specific places rather than totals. Filters: business type, minimum FHRS rating (0-5, integers only). Returns name, address, postcode, rating, last inspection date and the total number of matches. Omitting city searches the whole UK by rating. No phone, opening hours, menu, booking or ordering data is held. |
Schemas: list_tools.
{
"name": "uk.thaidata/mcp",
"icons": [
{
"src": "https://thaidata.uk/logo-1200.png",
"sizes": [
"1200x1200"
],
"mimeType": "image/png"
}
],
"title": "ThaiData UK",
"$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
"remotes": [
{
"url": "https://thaidata.uk/mcp",
"type": "streamable-http"
}
],
"version": "2.1.0",
"repository": {
"url": "https://github.com/swifttiger888-commits/thaidata",
"source": "github"
},
"websiteUrl": "https://thaidata.uk",
"description": "UK Thai restaurant data from FSA inspections: hygiene ratings, city stats, postcode search."
}