score_draft
Free MCP tool.

Grades a draft UK Global Talent Visa application against the four endorsement criteria — Recognition, Innovation, Impact, Contribution — and returns an A+ to F grade with per-criterion rationale.

“I can grade your draft UK Global Talent Visa application against the four endorsement criteria and tell you which evidence is weakest.”

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 drafted their endorsement application and wants conservative feedback before submission

CASE · 02

A user is exploring whether their profile qualifies before committing time to a full draft

CASE · 03

An assistant has helped a user pull together a draft and wants a sanity check before they file

Example prompts

“Grade my Tech Nation application”
“What grade would my draft get?”
“Is my evidence strong enough for an A?”

N° 02

Example call.

Request · JSON-RPC 2.0

{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "score_draft",
    "arguments": {
      "form_data": {
        "fullName": "Priya R.",
        "cvText": "Staff ML engineer, 9y. Led ranking team of 12…",
        "awards": "Best Paper, NeurIPS 2023",
        "publications": "First author, 4 papers (ICML, NeurIPS)",
        "references": "CTO, UK fintech; Professor, Imperial College"
      }
    }
  }
}

Response · tool result

{
  "overallGrade": "B",
  "overallScore": 74,
  "criteria": {
    "recognition": {
      "grade": "B",
      "note": "One major award; add press or invited talks."
    },
    "innovation": {
      "grade": "A",
      "note": "Strong first-author publication record."
    },
    "impact": {
      "grade": "C",
      "note": "Quantify downstream product or user impact."
    },
    "contribution": {
      "grade": "B",
      "note": "Reference letters cover two of three criteria."
    }
  },
  "weakest": "impact"
}

Rate limit. score_draft is backed by a shared free-tier model quota, so it is capped at 30 calls per IP per 24 hours. When the cap trips, the JSON-RPC error includes data.rate_limited=true.

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