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Connect Singapore Salary Benchmark to ChatGPT and Claude

Set it up once and it works in ChatGPT, Claude, Cursor, and any other client you love. It all runs safely in the background, so you can relax and focus on what really matters. Get precise salary percentile ranks against Singapore market data.

Ask AI about this Connector

Developed, maintained, and hosted by Vinkius.

MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED

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Works with modern AI clients that support MCP, including ChatGPT, Claude, Cursor, and more.

ChatGPTClaudeCursorPerplexityGeminiMicrosoft CopilotRaycastMeta AI

Your AI does the work. We keep it safe and sound.

No other AI tool gives you this. Your workflow runs in the client you already love, your account stays protected, and you decide what the agent can and cannot do. It is the whole reason to make the switch.

Each Connector lives inside our infrastructure, the same place where your workflow runs. The three things below are already part of it, working quietly in the background so you never have to think about them. Nothing to add, nothing to set up, nothing to worry about.

A futuristic MCP client docking bay
V8 Isolate01

Each Connector runs inside its own sealed environment.

Each Connector runs inside its own sealed V8 runtime — no access to your files, your system, or other servers. A Connector never sees past its own request.

Kill Switch02

One switch stops every agent. Instantly.

One action deactivates every Connector, revokes every token, and ends every session at once. AI Governance keeps the record.

FinOps per User03

Spending limits that pause instead of surprise.

Every user keeps their own connections and credentials, isolated from everyone else. Anything that would cross your spending limit is held for your approval, not billed.

Three controls, built into the layer your AI connects through.

Curated set · 3 capabilities

We ship only the actions that matter.

Capability set01 / 01

01-03

3 capabilities in this set.

Part of 3 available through Singapore Salary Benchmark.

  1. 01

    Get age band median

    This capability pulls the base median salary for a specific age group based on Ministry of Manpower data.

  2. 02

    Calculate salary percentile

    This capability generates a full report containing your industry-adjusted median, percentile rank, and career trajectory score.

  3. 03

    Get industry multiplier

    This capability retrieves the specific economic multiplier used to adjust salaries for different industries.

Real work

What teams actually run

01

Negotiating a Raise

Ask your agent to calculate your percentile rank to justify a higher salary during a review.

02

Evaluating Job Offers

Compare a new offer against industry-adjusted medians to see if it is competitive.

03

Career Planning

Use trajectory scores to see if your current pay growth matches your age group.

04

Market Research

Check specific industry multipliers to understand pay variations across sectors.

One connector, every AI

Singapore Salary Benchmark works with the most popular AI clients.

These are the most popular clients, each with a step-by-step guide: one link, set up once, with governance and visibility built in. And because everything runs on the MCP standard, the same connection also works in any other compatible client — nothing to rebuild.

ClaudeClaudeChatGPTChatGPTGeminiGeminiPerplexityPerplexityGrokGrokMicrosoft CopilotMicrosoft CopilotCursorCursorVS CodeVS CodeWindsurfWindsurfJetBrainsJetBrainsClineClineLangChainLangChainVercel AI SDKVercel AI SDKLovableLovableZ.aiZ.aiRaycastRaycastQwen CodeQwen CodeKimi CodeKimi CodeLe ChatLe Chat

Building your own app? The connector is yours to use.

You don't need a client to put Singapore Salary Benchmark to work: the same hosted connection plugs into your own applications and agent code, with the same governance on every request. Build with it, chat with it — one connection for both.

Observed, not estimated

848ms average. Fast in production.

Singapore Salary Benchmark is checked daily against the live service.

Daily averagePeak 1011ms
Oct 3Today
Fastest day
712ms
Slowest day
1011ms
14-day trend
Improving-18%

Connect your client

One URL. Every client.

Activate the Connector, copy your link, and paste it into the client you already use. 3 capabilities arrive ready to run.

Preview access · not provider authentication

The vk_preview_* token belongs to Vinkius preview infrastructure. It lets Claude discover and display the capabilities of Singapore Salary Benchmark, so you can see the experience inside your AI.

It does not authenticate your account with Singapore Salary Benchmark. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.

Singapore Salary Benchmark Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_UwnkHHHXQXFfaARtErSO8wvvAug06UtTnfhb0b1y/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — Singapore Salary Benchmark capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "singapore-salary-benchmark-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_UwnkHHHXQXFfaARtErSO8wvvAug06UtTnfhb0b1y/mcp"
    }
  }
}
  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Step-by-step instructions for each client are in the guide. How to connect

Guided setup for Claude? Set up Singapore Salary Benchmark in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Singapore Salary Benchmark owners hand off.

Professionals in Singapore looking for data-backed compensation insights.

  • 01

    Job Seekers

    Use the MCP to validate new job offers against real market medians.

  • 02

    HR Professionals

    Hand off salary benchmarking tasks to your agent using official MOM data.

  • 03

    Employees

    Prepare for salary negotiations by calculating your current percentile rank.

FAQ

Questions Singapore Salary Benchmark owners ask.

  • 01

    Where does the salary data come from?

    The data is derived from Ministry of Manpower (MOM) age-banded medians and industry-specific multipliers.

  • 02

    How does the industry multiplier work?

    It applies a specific economic multiplier to the base median to account for different pay scales across sectors.

  • 03

    Can I use this with Claude or Cursor?

    Yes, you can connect this MCP to any MCP-compatible client including Claude, Cursor, and Windsurf.

  • 04

    What is a career trajectory score?

    It is a metric that indicates if your current salary aligns with expected earnings for your age and industry.

  • 05

    Do I need to host this myself?

    No, Vinkius hosts and manages the MCP, so you can use it with one click.

  • 06

    How is the salary percentile calculated?

    The percentile is calculated by comparing your monthly salary to an industry-adjusted median, which is derived from MOM age-banded data and sector-specific multipliers.

  • 07

    What industries are supported?

    Supported industries include tech, finance, healthcare, education, f_and_b, and retail.

  • 08

    Can I use this with Claude Desktop?

    Yes, this MCP server can be connected to Claude Desktop, Cursor, VS Code, and any other MCP-compatible client via Vinkius Edge.

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