BLS Jobs — Nonfarm Payrolls & Wages MCP Server for OpenAI Agents SDK 2 tools — connect in under 2 minutes
The OpenAI Agents SDK enables production-grade agent workflows in Python. Connect BLS Jobs — Nonfarm Payrolls & Wages through Vinkius and your agents gain typed, auto-discovered tools with built-in guardrails. no manual schema definitions required.
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Vinkius supports streamable HTTP and SSE.
import asyncio
from agents import Agent, Runner
from agents.mcp import MCPServerStreamableHttp
async def main():
# Your Vinkius token. get it at cloud.vinkius.com
async with MCPServerStreamableHttp(
url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
) as mcp_server:
agent = Agent(
name="BLS Jobs — Nonfarm Payrolls & Wages Assistant",
instructions=(
"You help users interact with BLS Jobs — Nonfarm Payrolls & Wages. "
"You have access to 2 tools."
),
mcp_servers=[mcp_server],
)
result = await Runner.run(
agent, "List all available tools from BLS Jobs — Nonfarm Payrolls & Wages"
)
print(result.final_output)
asyncio.run(main())
* Every MCP server runs on Vinkius-managed infrastructure inside AWS - a purpose-built runtime with per-request V8 isolates, Ed25519 signed audit chains, and sub-40ms cold starts optimized for native MCP execution. See our infrastructure
About BLS Jobs — Nonfarm Payrolls & Wages MCP Server
Connect to the exact datasets used by Wall Street and the Federal Reserve to monitor US Job growth. The Bureau of Labor Statistics Jobs MCP gives your agent direct access to the Current Employment Statistics (CES) program.
The OpenAI Agents SDK auto-discovers all 2 tools from BLS Jobs — Nonfarm Payrolls & Wages through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns. chain multiple agents where one queries BLS Jobs — Nonfarm Payrolls & Wages, another analyzes results, and a third generates reports, all orchestrated through Vinkius.
What you can do
- Nonfarm Payrolls — Fetch exactly how many jobs were added to the US economy each month.
- Sector Breakdowns — Drill down into tech, hospitality, or construction employment trends.
- Wages & Earnings — Query the average hourly earnings to monitor wage growth and labor tightness.
The BLS Jobs — Nonfarm Payrolls & Wages MCP Server exposes 2 tools through the Vinkius. Connect it to OpenAI Agents SDK in under two minutes — no API keys to rotate, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.
How to Connect BLS Jobs — Nonfarm Payrolls & Wages to OpenAI Agents SDK via MCP
Follow these steps to integrate the BLS Jobs — Nonfarm Payrolls & Wages MCP Server with OpenAI Agents SDK.
Install the SDK
Run pip install openai-agents in your Python environment
Replace the token
Replace [YOUR_TOKEN_HERE] with your Vinkius token from cloud.vinkius.com
Run the script
Save the code above and run it: python agent.py
Explore tools
The agent will automatically discover 2 tools from BLS Jobs — Nonfarm Payrolls & Wages
Why Use OpenAI Agents SDK with the BLS Jobs — Nonfarm Payrolls & Wages MCP Server
OpenAI Agents SDK provides unique advantages when paired with BLS Jobs — Nonfarm Payrolls & Wages through the Model Context Protocol.
Native MCP integration via `MCPServerSse`, pass the URL and the SDK auto-discovers all tools with full type safety
Built-in guardrails, tracing, and handoff patterns let you build production-grade agents without reinventing safety infrastructure
Lightweight and composable: chain multiple agents and MCP servers in a single pipeline with minimal boilerplate
First-party OpenAI support ensures optimal compatibility with GPT models for tool calling and structured output
BLS Jobs — Nonfarm Payrolls & Wages + OpenAI Agents SDK Use Cases
Practical scenarios where OpenAI Agents SDK combined with the BLS Jobs — Nonfarm Payrolls & Wages MCP Server delivers measurable value.
Automated workflows: build agents that query BLS Jobs — Nonfarm Payrolls & Wages, process the data, and trigger follow-up actions autonomously
Multi-agent orchestration: create specialist agents. one queries BLS Jobs — Nonfarm Payrolls & Wages, another analyzes results, a third generates reports
Data enrichment pipelines: stream data through BLS Jobs — Nonfarm Payrolls & Wages tools and transform it with OpenAI models in a single async loop
Customer support bots: agents query BLS Jobs — Nonfarm Payrolls & Wages to resolve tickets, look up records, and update statuses without human intervention
BLS Jobs — Nonfarm Payrolls & Wages MCP Tools for OpenAI Agents SDK (2)
These 2 tools become available when you connect BLS Jobs — Nonfarm Payrolls & Wages to OpenAI Agents SDK via MCP:
get_nonfarm_payrolls
Key metric for forecasting Federal Reserve interest rate movements. Get Total Nonfarm Payroll employment (CES0000000001)
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
Example Prompts for BLS Jobs — Nonfarm Payrolls & Wages in OpenAI Agents SDK
Ready-to-use prompts you can give your OpenAI Agents SDK agent to start working with BLS Jobs — Nonfarm Payrolls & Wages immediately.
"What was the total Nonfarm Payroll growth in the last quarter?"
"Show me the average hourly earnings trend for all private workers."
"Which sector added the most jobs in December?"
Troubleshooting BLS Jobs — Nonfarm Payrolls & Wages MCP Server with OpenAI Agents SDK
Common issues when connecting BLS Jobs — Nonfarm Payrolls & Wages to OpenAI Agents SDK through the Vinkius, and how to resolve them.
MCPServerStreamableHttp not found
pip install --upgrade openai-agentsAgent not calling tools
BLS Jobs — Nonfarm Payrolls & Wages + OpenAI Agents SDK FAQ
Common questions about integrating BLS Jobs — Nonfarm Payrolls & Wages MCP Server with OpenAI Agents SDK.
How does the OpenAI Agents SDK connect to MCP?
MCPServerSse(url=...) to create a server connection. The SDK auto-discovers all tools and makes them available to your agent with full type information.Can I use multiple MCP servers in one agent?
MCPServerSse instances to the agent constructor. The agent can use tools from all connected servers within a single run.Does the SDK support streaming responses?
Connect BLS Jobs — Nonfarm Payrolls & Wages with your favorite client
Step-by-step setup guides for every MCP-compatible client and framework:
Anthropic's native desktop app for Claude with built-in MCP support.
AI-first code editor with integrated LLM-powered coding assistance.
GitHub Copilot in VS Code with Agent mode and MCP support.
Purpose-built IDE for agentic AI coding workflows.
Autonomous AI coding agent that runs inside VS Code.
Anthropic's agentic CLI for terminal-first development.
Python SDK for building production-grade OpenAI agent workflows.
Google's framework for building production AI agents.
Type-safe agent development for Python with first-class MCP support.
TypeScript toolkit for building AI-powered web applications.
TypeScript-native agent framework for modern web stacks.
Python framework for orchestrating collaborative AI agent crews.
Leading Python framework for composable LLM applications.
Data-aware AI agent framework for structured and unstructured sources.
Microsoft's framework for multi-agent collaborative conversations.
Connect BLS Jobs — Nonfarm Payrolls & Wages to OpenAI Agents SDK
Get your token, paste the configuration, and start using 2 tools in under 2 minutes. No API key management needed.