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UK Fitness Pro MCP server

Which MCP servers are UK Fitness Pro's own, from the official registry and from asking its own domain, whether they answer, and what they offer. A program checked each of these, nobody copied them from a product page.

read 2026-10-30

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Whose server it is
  • Registry namepro.ukfitness/personal-trainersverified in the MCP registry

The registry name sits under ukfitness.pro. The registry only lets a publisher use that namespace after proving control of the domain through DNS or HTTP.

When we asked itchecked 2026-10-30
  • Stateanswerschecked 2026-10-30
  • Tools4
  • Server calls itselfukfitness-pro
  • Server version1.0.0
  • Protocol version2025-06-18

On 2026-10-30 the server answered initialize and tools/list without a sign-in. First answer in 479 ms.

Should an agent connect itSkip it
  • Its tools do none of the product's use cases we checked: message a trainer before starting sessions; estimate calorie needs, macros and one-rep max.
  • Checked on 4 of the 7 days it takes to judge reliability.

Said by rules from the measurements above. The likely first call is a model's pick from the tool list; read its description before relying on it.

Measured dailydaily checks: 4, the first on 2026-10-30
  • INITE MCP scoreafter a weeka score needs 7 daily checks: 4 so far
  • What an agent can do with it0 of 2 use cases
  • Answeredmeasuring4 of the 7 daily checks it takes to print a share
  • Median first answer541 ms
  • Space in an agent's context≈ 1,024 tokensthe definitions of all its tools (4), which an agent carries on every turn
  • Tool definitionsA · 100 of 100
  • Typed results0 of 4 toolsdeclared outputSchema: results come typed, read once
  • Every tool passes all six checks.

What an agent can do with it

  • not sure · find a trainer by location and specialism
  • cannot · message a trainer before starting sessions
  • cannot · estimate calorie needs, macros and one-rep max

Each of the product's use cases, put to Jev against this server's tool list: can an agent do it with these tools?

Worth a look

None of the five warning signs in these definitions.

A program checks the server once a day: initialize and tools/list, no model. Tokens are the definitions' length at about four characters a token. The grade averages six checks of every tool's name, description, schema and annotations; it says how well the tools are described, not whether they work. The score weighs what was measured and nothing else: answering (25%), doing the product's job (25%), definitions (20%), context (10%), use (10%) and how readily a client connects (10%). A part that was not measured is left out, and a hidden instruction caps the score at 40. The state of vendors' MCP servers: method and numbers →

Tools it offers4 tools · read 2026-10-30
  • search_trainers

    Find personal trainers listed on UK Fitness Pro, a directory of personal trainers across the United Kingdom. Give a UK town, city, area or postcode as `location` (or `online: true` for trainers who coach remotely). Returns trainers within…

  • get_trainer_profile

    Get the public profile of one personal trainer on UK Fitness Pro by username (the `username` from search_trainers, or the last part of a profile URL such as ukfitness.pro/jane.smith). Returns description, specialities, qualifications…

  • find_location

    Resolve a UK place name or postcode to coordinates and the matching search page on UK Fitness Pro. Returns up to 5 candidates, best first, with the county or region where known. Use it when a place name is ambiguous (there are many…

  • search_articles

    Search the fitness, training and nutrition articles published on UK Fitness Pro, some written by trainers listed on the site. Returns titles, short summaries and links. With no query, returns the latest articles.

How to connect

Add the server to your MCP client config. Claude Desktop, Cursor and most other clients read this shape:

{
  "mcpServers": {
    "personal-trainers": {
      "type": "http",
      "url": "https://mcp.ukfitness.pro/mcp"
    }
  }
}

Add it

Claude Code, in a terminal

claude mcp add --transport http ukfitness https://mcp.ukfitness.pro/mcp

Add to CursorAdd to VS Code

claude.ai, ChatGPT and other clients: add https://mcp.ukfitness.pro/mcp as a custom connector in the settings.

Each line is something a program found when it went looking: the registry entry, the server's own answer, a spec that parses. A missing line means we did not find it, not that it does not exist.