Use Bureau of Labor Statistics with your AI.
Connect your account once and let the AI you already use work with it, without building another integration. The holy grail of HR data. Use Occupational Employment and Wage Statistics (OEWS) to extract exact median earnings broken down by detailed professions and state
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.
Complete set · 1 capability
The complete Bureau of Labor Statistics capability set.
These are the exact actions your AI can choose when you ask it to work with Bureau of Labor Statistics.
01
1 capability in this set.
Part of 1 available through Bureau of Labor Statistics.
- 01
Query bls
Use this instead of specific endpoints if you intimately know the underlying numerical code. Up to 50 concurrent lookbacks allowed. Generic BLS v2 api timeseries query. Requires explicit BLS Series IDs
Observed, not estimated
813ms average. Fast in production.
Bureau of Labor Statistics is checked daily against the live service.
- Fastest day
- 632ms
- Slowest day
- 1034ms
- 14-day trend
- Slowing+19%
Connect your client
One URL. Every client.
Activate the Connector, copy your link, and paste it into the client you already use. 1 capability arrives 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 Bureau of Labor Statistics, so you can see the experience inside your AI.
It does not authenticate your account with Bureau of Labor Statistics. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.
Bureau of Labor Statistics Connector
You're all set. Choose your MCP client and follow the setup instructions.
https://edge.vinkius.com/vk_preview_8E0OFwdn9LTk2NDCPThE9JsrVwbsQyywMC6nZz9V/mcpClaude Desktop
Follow the steps below to connect in seconds.
- 1In Claude Desktop, open Settings → Connectors.
- 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
- 3Click Add and start a new chat — Bureau of Labor Statistics capabilities are ready to use.
{
"mcpServers": {
"bls-wages-oews-occupational-employment-mcp": {
"url": "https://edge.vinkius.com/vk_preview_8E0OFwdn9LTk2NDCPThE9JsrVwbsQyywMC6nZz9V/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
FAQ
Questions Bureau of Labor Statistics owners ask.
- 01
How reliable is OEWS compared to private job boards?
Extremely. OEWS pulls directly from true tax and payroll disclosures to the government, eliminating inflated self-reported figures typical on private job sites.
- 02
Is a Key required?
Only one single Key is required from the registration page. Simply plug it into the settings page and access the entire 20-year catalog of wage distribution profiles globally.
- 03
Why is wage data a unique server?
Because querying compensation brackets specific to states and detailed codes (like separating Senior vs Junior codes horizontally) takes specialized capability structures optimally tailored here.
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