
Connect Bls Jolts Job Openings Quits Turnover to your AI
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 real-time US labor market metrics through your AI agent.
Developed, maintained, and hosted by Vinkius.
MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED
Waiting for input…
Works with modern AI clients that support MCP, including ChatGPT, Claude, Cursor, and more.
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.

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.
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.
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 · 2 capabilities
We ship only the actions that matter.
01-02
2 capabilities in this set.
Part of 2 available through Bureau of Labor Statistics.
- 01
Get jolts data
This capability pulls national JOLTS metrics to help you measure the impact of labor trends like the Great Resignation. It provides direct access to job opening data.
- 02
Query bls
This capability executes generic BLS v2 API timeseries queries. You use it when you have specific BLS Series IDs and need to perform up to 50 concurrent lookbacks.
Real work
What teams actually run
Volatility Scanning
A trader asks their agent to check for sudden spikes in layoffs to anticipate market moves.
Wage Pressure Modeling
An economist uses the quits rate data to adjust inflation and wage forecasts.
Sector Health Checks
An analyst queries turnover rates for the Tech sector to see if hiring has stalled.
Labor Tightness Monitoring
A researcher tracks the ratio of job openings to hires to measure market tension.
Automate a task
Put Bureau of Labor Statistics to work on one thing.
Step-by-step automations your AI runs through this Connector: the workflow, the prompts to start with, and the exact capabilities behind each move.
One connector, every AI
Bureau of Labor Statistics 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.
Claude
ChatGPT
Gemini
Perplexity
Grok
Microsoft Copilot
Cursor
VS Code
Windsurf
JetBrains
Cline
LangChain
Vercel AI SDK
Lovable
Z.ai
Raycast
Qwen Code
Kimi Code
Le ChatBuilding your own app? The connector is yours to use.
You don't need a client to put Bureau of Labor Statistics 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
962ms average. Fast in production.
Bureau of Labor Statistics is checked daily against the live service.
- Fastest day
- 793ms
- Slowest day
- 1152ms
- 14-day trend
- Slowing+41%
Connect your client
One URL. Every client.
Activate the Connector, copy your link, and paste it into the client you already use. 2 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 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_p9aCriiCVloch1kVCbTU7bVVnmbIUauUQkHL022Z/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-jolts-job-openings-quits-turnover-mcp": {
"url": "https://edge.vinkius.com/vk_preview_p9aCriiCVloch1kVCbTU7bVVnmbIUauUQkHL022Z/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 Bureau of Labor Statistics in Claude and other AIs
Who it's for
Built for the work Bureau of Labor Statistics owners hand off.
This MCP is built for professionals who need to integrate official US labor statistics into their automated analysis or decision-making workflows.
- 01
Macro-Traders
They hand off the task of scanning for labor market cracks to their AI before the market opens.
- 02
Economists
They use the agent to measure quits rates for wage forecasting models.
- 03
Data Analysts
They delegate the retrieval of specific BLS Series IDs to their AI client.
FAQ
Questions Bureau of Labor Statistics owners ask.
- 01
What data does this MCP provide?
It provides access to the JOLTS survey, including job openings, hires, layoffs, discharges, and quits levels.
- 02
Can I query specific BLS series?
Yes, you can use the query_bls capability if you have the specific BLS Series IDs.
- 03
Which AI clients can I use with this?
You can use any MCP-compatible client like Claude, Cursor, Windsurf, or VS Code.
- 04
How many lookbacks can I perform?
The query_bls capability allows for up to 50 concurrent lookbacks.
- 05
Is this data real-time?
The MCP pulls the latest available data directly from the Bureau of Labor Statistics API.
- 06
How to use this?
Register for a free BLS API Key. Then interact. JOLTS Series IDs are uniquely robust and our capability solves the 17-digit format internally.
- 07
Does it go 20 years back?
Yes, utilizing the API limitations seamlessly allows deep historic dives back to before the 2008 crash.
- 08
Is this free data?
Yes, this is government open-data provided unconditionally for transparency across American labor models.
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Connect Bureau of Labor Statistics to Claude, Cursor, ChatGPT & more
