generate_personal_statement
Free MCP tool.

Drafts an ~800–1000 word UK Global Talent Visa personal statement from a CV summary and chosen route, mapped explicitly to the four endorsement criteria — Recognition, Innovation, Impact, Contribution.

“I can draft a UK Global Talent Visa personal statement from your CV, mapped to the four endorsement criteria — a starting draft for you to refine.”

Connect a client — 2 min See setup for Claude, ChatGPT & more

N° 01

When an agent reaches for this tool.

CASE · 01

A user has a CV and wants a first-draft personal statement to edit down

CASE · 02

A user is stuck on how to frame their evidence against the four criteria

CASE · 03

An assistant has gathered a user's career history and wants to produce a structured draft

Example prompts

“Write me a personal statement for Tech Nation based on my CV”
“Draft my Global Talent personal statement for the academia route”
“Turn my career summary into an endorsement personal statement”

N° 02

Example call.

Request · JSON-RPC 2.0

{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "generate_personal_statement",
    "arguments": {
      "cv_summary": "Staff ML engineer, 9 years. Led a 12-person ranking team at a UK fintech; first author on 4 papers (ICML, NeurIPS); Best Paper, NeurIPS 2023.",
      "route": "tech"
    }
  }
}

Response · tool result

{
  "content": [
    {
      "type": "text",
      "text": "Over the past nine years I have built and led machine-learning systems at scale… [~800–1000-word first-person statement mapping the applicant's evidence to C1 Recognition, C2 Innovation, C3 Impact, and C4 Contribution]\n\n---\nDraft only — refine it, verify every claim, and never submit fabricated evidence. Grade it with the score_draft tool, or build the full application in the wizard at https://ukglobaltalentvisa.org/apply (£21 / 90 days)."
    }
  ]
}

Rate limit. generate_personal_statement is backed by the shared free-tier model quota and the ~1000-word generation is heavier than score_draft, so it is capped at 3 calls per IP per 24 hours. When the cap trips, the JSON-RPC error includes data.rate_limited=true and data.window_hours.

N° 03