# ThaiData UK

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

- name: uk.thaidata/mcp
- version: 2.1.0
- connection class: unknown (unknown)
- trust: 74/100
- quality: 80/100 (good)
- owner: not claimed
- descriptor: https://api.protogrid.dev/v1/servers/uk.thaidata%2Fmcp
- tools: https://api.protogrid.dev/v1/servers/uk.thaidata%2Fmcp/tools

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

## Connection (mcpServers)

```json
{
  "mcpServers": {
    "thaidata": {
      "type": "http",
      "url": "https://thaidata.uk/mcp"
    }
  }
}
```


## Trust

- hygiene: 100
- liveness: 28
- freshness: 100
- provenance: 85
- drivers: +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.

## Quality 80/100 (good)

### protocol: 75 (weight 25)

- warn `protocol.modern`: newest supported version is 2025-06-18; 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: 100 (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
- pass `tools.annotations`: 8 of 8 tools declare readOnlyHint or destructiveHint
- pass `tools.directory_hints`: every tool declares readOnlyHint, destructiveHint, idempotentHint and openWorldHint
- pass `tools.token_cost`: about 1,487 tokens to load every tool
- pass `tools.api_dump`: tools are not a one-to-one API dump
- pass `tools.hidden_text`: no hidden text in tool names, descriptions, schemas or annotations

### stability: 50 (weight 15)

- warn `stability.changes`: 13 tool changes in 30 days
- fail `stability.rug_pull`: 5 tools kept their name but changed most of their description in 30 days; review before trusting them
- pass `stability.new_links`: no tool change named a new site

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

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

- tools: 8, about 1,487 tokens to load them all
- tool set hash: 3e744953b376c792b87c6721fda077e1
- tools last changed: 2026-11-07T18:44:37.028Z
- badge: [![protogrid quality](https://protogrid.dev/badge/uk.thaidata/mcp.svg)](https://protogrid.dev/servers/uk.thaidata/mcp)
- Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed.

### Tool changes

- 2026-11-07 `get_visa_info` removed
  - Get Skilled Worker visa costs and requirements for hiring Thai chefs. Includes minimum salary (£38,700), processing times, and first-year cost estimates.
- 2026-11-07 `get_delivery_rates` removed
  - Get current delivery platform commission rates for Uber Eats (30%), Deliveroo (32%), and Just Eat (14%). Includes typical menu markups.
- 2026-11-07 `get_market_health` removed
  - Get a comprehensive market health assessment: competition levels by city, cost pressures (wages, NI, ingredients), growth opportunities, and key risks for operators.
- 2026-11-07 `compare_cities` removed
  - Compare Thai restaurant statistics between two UK cities side by side.
- 2026-11-07 `get_opening_costs` removed
  - Get estimated cost breakdown for opening a Thai restaurant in the UK: lease, refurbishment, equipment, licenses, and working capital.
- 2026-11-07 `get_venue` added
  - 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.
- 2026-11-07 `get_opening_requirements` added
  - 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.
- 2026-11-07 `get_hygiene_profile` added
  - 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.
- 2026-11-07 `rank_cities` changed (title, description, inputSchema, annotations) **meaning changed**
  - before: Rank UK cities by Thai restaurant count, hygiene rating, or density per 100k. Returns top N cities with full stats.
  - after: 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.
- 2026-11-07 `get_uk_overview` changed (title, description, annotations) **meaning changed**
  - before: Get overall UK Thai restaurant market statistics: total businesses, market size, growth rate, average hygiene, and national wage data.
  - after: 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.

Full history: https://api.protogrid.dev/v1/servers/uk.thaidata%2Fmcp/changes

## Remotes

- https://thaidata.uk/mcp (streamable-http, auth none, reachable false, uptime30d 0.94827586)

## Packages

_none_

## Tools (8)

- `find_nearby`: 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_stats`: 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_profile`: 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_requirements`: 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_overview`: 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_venue`: 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_cities`: 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_restaurants`: 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.