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Trafford Crump MCP server

Which MCP servers are Trafford Crump'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 2026-10-25

← Back to Trafford Crump

Whose server it is
  • Registry namecom.traffordcrump/profileverified in the MCP registry

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

When we asked itchecked 2026-10-25
  • Stateanswerschecked 2026-10-25
  • Tools4
  • Server calls itselfTrafford Crump
  • Server version0.3.0
  • Protocol version2025-06-18

On 2026-10-25 the server answered initialize and tools/list without a sign-in. First answer in 82 ms.

Should an agent connect itSkip it
  • Its tools do none of the product's use cases we checked: flag choroidal nevi in fundus images clinics already take; screen routine eye exam images for nevi that may turn cancerous.

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: 10, the first on 2026-10-25
  • INITE MCP score72 of 100answers 100 · does the job 0 · definitions 100 · context 100 · connects 100
  • What an agent can do with it0 of 2 use cases
  • Answered100% of days10 of 10 daily checks
  • Median first answer87 ms
  • Space in an agent's context≈ 460 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

  • cannot · flag choroidal nevi in fundus images clinics already take
  • cannot · screen routine eye exam images for nevi that may turn cancerous

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 2026-10-25
  • who-is-trafford

    Returns the published account of what Trafford Crump's team is building, and his role on it.

  • experience-and-skills

    Returns the published topics and the live profile links, including Google Scholar, ORCID, the UCalgary profile, and O3R.

  • collaboration-fit

    Returns the work and collaborations described in the public record. Preferences that are not stated there are reported as not stated.

  • collaboration-request

    Classifies a collaboration request against the published record. Returns reject, accept, or uncertain. An acceptance includes the booking page. An uncertain request is flagged for review.

How to connect

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

{
  "mcpServers": {
    "profile": {
      "type": "http",
      "url": "https://traffordcrump-agent.traffordcrump.workers.dev/mcp"
    }
  }
}

Add it

Claude Code, in a terminal

claude mcp add --transport http traffordcrump https://traffordcrump-agent.traffordcrump.workers.dev/mcp

Add to CursorAdd to VS Code

claude.ai, ChatGPT and other clients: add https://traffordcrump-agent.traffordcrump.workers.dev/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.