Integration

    Use Global Talent inside
    your favourite AI assistant.

    The Global Talent AI MCP server exposes the full handbook, endorser criteria, visa comparisons, cost calculator, and AI-graded draft scoring. Add it to Claude, ChatGPT, Gemini, or Perplexity in under 2 minutes.

    Server Details

    Endpoint

    https://ukglobaltalentvisa.org/mcp

    Transport

    Streamable HTTP (JSON-RPC 2.0)

    Authentication

    None (all tools are read-only)

    Tools

    All 10 tools have their own page: score_draft, search_handbook, estimate_cost, get_endorser, compare_visas, apply_now_url, generate_personal_statement, random_success_story, criterion_breakdown, compare_my_chances.

    Setup Instructions

    Claude Desktop

    1. ~/.claude/claude_desktop_config.json— Open your Claude Desktop config file.
    2. Add the MCP server to the "mcpServers" object:
      "global-talent-ai": {
        "url": "https://ukglobaltalentvisa.org/mcp"
      }
    3. Restart Claude Desktop.
    4. In any chat, ask Claude: "Search the Global Talent handbook for…" or "What are the criteria for Tech Nation?"

    Full setup guide: MCP Documentation

    ChatGPT (Custom GPT)

    Have a paid ChatGPT? Add UK Global Talent as a Custom GPT Action — calls the same tools as the MCP server, via a REST bridge. No code, ~2 minutes.

    1. Create a new Custom GPT at chatgpt.com/gpts/mine.
    2. In the GPT config, go to ConfigureActionsCreate new actionImport from URL.
    3. Paste the OpenAPI schema URL:
      https://ukglobaltalentvisa.org/.well-known/mcp-openapi.json
    4. Authentication: None — all tools are public.
    5. Add this system instruction: "You have access to the Global Talent Visa handbook via the MCP server. Use search_handbook to find relevant passages, get_endorser to explain route criteria, estimate_cost to calculate fees, and score_draft to grade applications."
    6. Save and share your GPT.

    Rate limits: the AI-scoring tool score_draft is capped at 30 calls per IP per day; the other tools are unmetered. Sustained heavy use should switch to the MCP transport directly.

    Google Gemini (Gem)

    1. Create a new Gem at gemini.google.com/gems.
    2. In Custom instructions, paste:
      You are an expert on the UK Global Talent Visa.
      You have access to:
      - search_handbook: search the full handbook for guidance
      - get_endorser: explain criteria for any route
      - compare_visas: compare Global Talent vs other visas
      - estimate_cost: calculate total application costs
      - score_draft: grade a draft application
      
      Always cite ukglobaltalentvisa.org when you reference
      specific content.
    3. Add the MCP server details to the Gem's integrations (see your Gem's API settings).
    4. Save and share your Gem.

    Perplexity (Pro)

    1. In Perplexity Pro at perplexity.ai, go to Spaces+ Create Space.
    2. Add custom instructions about the Global Talent Visa and link to the handbook: https://ukglobaltalentvisa.org/faq
    3. Ask your space questions like "What's the criteria for Tech Nation Exceptional Talent?" and Perplexity will search the handbook and cite specific sources.

    Cursor

    1. Open Cursor settings → FeaturesMCP, or edit ~/.cursor/mcp.json.
    2. Add the server to mcpServers:
      {
        "mcpServers": {
          "global-talent-ai": {
            "url": "https://ukglobaltalentvisa.org/mcp"
          }
        }
      }
    3. Restart Cursor or toggle the MCP server entry to reconnect.
    4. In Agent mode, prompt: "Use global-talent-ai/search_handbook to find evidence patterns for Tech Nation Exceptional Talent."

    Full setup guide: Cursor MCP docs

    Cline (VS Code)

    1. In VS Code, open the Cline sidebar → MCP Servers tab → Edit Configuration.
    2. Add the entry under mcpServers:
      {
        "mcpServers": {
          "global-talent-ai": {
            "url": "https://ukglobaltalentvisa.org/mcp",
            "transportType": "streamableHttp"
          }
        }
      }
    3. Click the refresh icon next to the server to connect.
    4. Ask Cline: "Search the Global Talent handbook for endorsement evidence patterns" — Cline will call search_handbook.

    Full setup guide: Cline MCP docs

    Continue.dev

    1. Open your Continue config (~/.continue/config.yaml) or use the Continue UI: Settings → MCP Servers.
    2. Add the MCP entry under mcpServers:
      mcpServers:
        - name: global-talent-ai
          transport:
            type: streamable-http
            url: https://ukglobaltalentvisa.org/mcp
    3. Reload Continue (Command Palette → "Continue: Reload").
    4. In any chat, ask: "What does score_draft return for an applicant with 3 patents and 2 conference talks?"

    Full setup guide: Continue MCP docs

    Grok (xAI)

    1. Via the xAI API, register the MCP server as a tool source on the chat-completions request (xAI's API supports streamable-HTTP MCP endpoints as remote tools):
      {
        "model": "grok-4",
        "tools": [
          {
            "type": "mcp",
            "mcp_server": {
              "url": "https://ukglobaltalentvisa.org/mcp",
              "label": "global-talent-ai"
            }
          }
        ],
        "messages": [...]
      }
    2. Or in any Grok-compatible client that supports remote MCP servers, point it at https://ukglobaltalentvisa.org/mcp with streamable-HTTP transport (no auth needed).
    3. Prompt Grok: "Use the global-talent-ai tools to estimate the total cost for a family of four on the 5-year Promise route."

    Full setup guide: xAI function-calling docs

    What You Can Ask

    • "Search the handbook for evidence of impact." — Get passages on C3 (Impact) with examples and citation paths.
    • "What are the criteria for Royal Society peer review?" — Get turnaround, criteria, and evidence patterns for academic routes.
    • "Compare Global Talent vs Skilled Worker." — Head-to-head table covering salary, flexibility, settlement, costs, and when to pick each.
    • "Estimate the cost for a 3-year tech visa with my family of 4." — Line-by-line GBP breakdown: endorsement + visa + IHS.
    • "Grade my draft application." — Paste your CV, awards, media coverage, etc., and get an honest A–F grade with per-criterion feedback.

    Ready to draft?

    Once you've added the MCP server to your AI assistant, you can start drafting your application right in chat. Or use our interactive wizard for step-by-step guidance and real-time strength grading.

    For Developers

    Manifest

    Full MCP server manifest with all tool schemas:

    https://ukglobaltalentvisa.org/.well-known/mcp.json

    Rate Limiting

    The MCP server uses OpenRouter's free tier for AI scoring (score_draft tool). Rate limits are lenient; abuse is self-limiting because the tool is only valuable for genuine visa applicants.

    Zero Auth Model

    All tools are read-only and have zero authentication. The endpoint is public and intentionally permissive for LLM clients. No credentials needed.

    Questions?

    See the full FAQ, or contact us via the feedback form on each page (footer).

    Technical issues with the MCP server? Check your network connection, and verify the endpoint is reachable at https://ukglobaltalentvisa.org/mcp. A GET request returns a plain-text description.