DOL (Department of Labor) MCP Server for LlamaIndexGive LlamaIndex instant access to 5 tools to Get Eta Data, Get Msha Inspections, Get Msha Violations, and more

Name: DOL (Department of Labor)
Price: 29 USD
Availability: InStock
Rating: 0.2 (1 reviews)
Author: Vinkius

GDPR Free for Subscribers

LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add DOL (Department of Labor) as an MCP tool provider through Vinkius and your agents can query, analyze, and act on live data alongside your existing indexes.

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The DOL (Department of Labor) MCP Server for LlamaIndex is a standout in the Industry Titans category — giving your AI agent 5 tools to work with, ready to go from day one.

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python

import asyncio
from llama_index.tools.mcp import BasicMCPClient, McpToolSpec
from llama_index.core.agent.workflow import FunctionAgent
from llama_index.llms.openai import OpenAI

async def main():
    # Your Vinkius token. get it at cloud.vinkius.com
    mcp_client = BasicMCPClient("https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp")
    mcp_tool_spec = McpToolSpec(client=mcp_client)
    tools = await mcp_tool_spec.to_tool_list_async()

    agent = FunctionAgent(
        tools=tools,
        llm=OpenAI(model="gpt-4o"),
        system_prompt=(
            "You are an assistant with access to DOL (Department of Labor). "
            "You have 5 tools available."
        ),
    )

    response = await agent.run(
        "What tools are available in DOL (Department of Labor)?"
    )
    print(response)

asyncio.run(main())

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About DOL (Department of Labor) MCP Server

Access comprehensive labor data from the U.S. Department of Labor (DOL). This server provides tools to query critical datasets including workplace safety inspections, mine safety violations, wage compliance records, and employment training statistics.

LlamaIndex agents combine DOL (Department of Labor) tool responses with indexed documents for comprehensive, grounded answers. Connect 5 tools through Vinkius and query live data alongside vector stores and SQL databases in a single turn. ideal for hybrid search, data enrichment, and analytical workflows.

What you can do

OSHA Inspections — Retrieve health and safety inspection records via get_osha_inspections to monitor workplace compliance.
MSHA Safety — Access mine safety inspection data (get_msha_inspections) and violation records (get_msha_violations) to ensure industrial safety standards.
WHD Compliance — Query Wage and Hour Division data via get_whd_compliance regarding labor law investigations and compliance history.
ETA Statistics — Fetch labor market data and information on job training programs using get_eta_data.

The DOL (Department of Labor) MCP Server exposes 5 tools through the Vinkius. Connect it to LlamaIndex in under two minutes — credentials fully managed, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.

All 5 DOL (Department of Labor) tools available for LlamaIndex

When LlamaIndex connects to DOL (Department of Labor) through Vinkius, your AI agent gets direct access to every tool listed below — spanning workplace-safety, osha, labor-standards, and more. Every call runs in a secure, isolated environment with full audit visibility. Beyond a simple connection, you get real-time monitoring of agent activity, enterprise governance, and optimized token usage.

get

Get eta data on DOL (Department of Labor)

Get ETA employment and training data

get

Get msha inspections on DOL (Department of Labor)

Get MSHA inspection data

get

Get msha violations on DOL (Department of Labor)

Get MSHA violations data

get

Get osha inspections on DOL (Department of Labor)

Get OSHA inspection data

get

Get whd compliance on DOL (Department of Labor)

Get WHD compliance data

Connect DOL (Department of Labor) to LlamaIndex via MCP

Follow these steps to wire DOL (Department of Labor) into LlamaIndex. The entire setup takes under two minutes — your credentials stay safe behind Vinkius.

Install dependencies

Run pip install llama-index-tools-mcp llama-index-llms-openai

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token

Run the agent

Save to agent.py and run: python agent.py

Explore tools

The agent discovers 5 tools from DOL (Department of Labor)

Why Use LlamaIndex with the DOL (Department of Labor) MCP Server

LlamaIndex provides unique advantages when paired with DOL (Department of Labor) through the Model Context Protocol.

Data-first architecture: LlamaIndex agents combine DOL (Department of Labor) tool responses with indexed documents for comprehensive, grounded answers

Query pipeline framework lets you chain DOL (Department of Labor) tool calls with transformations, filters, and re-rankers in a typed pipeline

Multi-source reasoning: agents can query DOL (Department of Labor), a vector store, and a SQL database in a single turn and synthesize results

Observability integrations show exactly what DOL (Department of Labor) tools were called, what data was returned, and how it influenced the final answer

DOL (Department of Labor) + LlamaIndex Use Cases

Practical scenarios where LlamaIndex combined with the DOL (Department of Labor) MCP Server delivers measurable value.

Hybrid search: combine DOL (Department of Labor) real-time data with embedded document indexes for answers that are both current and comprehensive

Data enrichment: query DOL (Department of Labor) to augment indexed data with live information before generating user-facing responses

Knowledge base agents: build agents that maintain and update knowledge bases by periodically querying DOL (Department of Labor) for fresh data

Analytical workflows: chain DOL (Department of Labor) queries with LlamaIndex's data connectors to build multi-source analytical reports

Example Prompts for DOL (Department of Labor) in LlamaIndex

Ready-to-use prompts you can give your LlamaIndex agent to start working with DOL (Department of Labor) immediately.

"List the top 5 OSHA inspections in New York."

"Show me recent MSHA violations ordered by date."

"Get wage and hour compliance data for the state of Texas."

Troubleshooting DOL (Department of Labor) MCP Server with LlamaIndex

Common issues when connecting DOL (Department of Labor) to LlamaIndex through Vinkius, and how to resolve them.

BasicMCPClient not found

Install: pip install llama-index-tools-mcp

DOL (Department of Labor) + LlamaIndex FAQ

Common questions about integrating DOL (Department of Labor) MCP Server with LlamaIndex.

How does LlamaIndex connect to MCP servers?

Use the MCP client adapter to create a connection. LlamaIndex discovers all tools and wraps them as query engine tools compatible with any LlamaIndex agent.

Can I combine MCP tools with vector stores?

Yes. LlamaIndex agents can query DOL (Department of Labor) tools and vector store indexes in the same turn, combining real-time and embedded data for grounded responses.