Lightcast Labor Market MCP Server for Google ADK 10 tools — connect in under 2 minutes
Google Agent Development Kit (ADK) is Google's framework for building production AI agents. Add Lightcast Labor Market as an MCP tool provider through Vinkius and your ADK agents can call every tool with full schema introspection.
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Vinkius supports streamable HTTP and SSE.
from google.adk.agents import Agent
from google.adk.tools.mcp_tool import McpToolset
from google.adk.tools.mcp_tool.mcp_session_manager import (
StreamableHTTPConnectionParams,
)
# Your Vinkius token. get it at cloud.vinkius.com
mcp_tools = McpToolset(
connection_params=StreamableHTTPConnectionParams(
url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp",
)
)
agent = Agent(
model="gemini-2.5-pro",
name="lightcast_labor_market_agent",
instruction=(
"You help users interact with Lightcast Labor Market "
"using 10 available tools."
),
tools=[mcp_tools],
)
* 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 Lightcast Labor Market MCP Server
Integrate Lightcast (formerly Emsi Burning Glass), the global leader in labor market analytics, directly into your AI workflow. Access the world's most comprehensive skill taxonomy and job title index, track occupation trends and regional labor market summaries, and oversee workforce intelligence using natural language.
Google ADK natively supports Lightcast Labor Market as an MCP tool provider. declare Vinkius Edge URL and the framework handles discovery, validation, and execution automatically. Combine 10 tools with Gemini's long-context reasoning for complex multi-tool workflows, with production-ready session management and evaluation built in.
What you can do
- Skill Taxonomy Oversight — List and retrieve detailed information for over 30,000 standardized technical and soft skills.
- Job Title Intelligence — Monitor standardized job titles and occupations, resolving unique identifiers and regional naming conventions.
- Market Analysis — Access high-level labor market summaries for specific economic regions, including job volumes and wage trends.
- Workforce Auditing — Retrieve high-level summaries of skill distributions, occupation volumes, and organizational labor market health instantly.
The Lightcast Labor Market MCP Server exposes 10 tools through the Vinkius. Connect it to Google ADK 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 Lightcast Labor Market to Google ADK via MCP
Follow these steps to integrate the Lightcast Labor Market MCP Server with Google ADK.
Install Google ADK
Run pip install google-adk
Replace the token
Replace [YOUR_TOKEN_HERE] with your Vinkius token
Create the agent
Save the code above and integrate into your ADK workflow
Explore tools
The agent will discover 10 tools from Lightcast Labor Market via MCP
Why Use Google ADK with the Lightcast Labor Market MCP Server
Google ADK provides unique advantages when paired with Lightcast Labor Market through the Model Context Protocol.
Google ADK natively supports MCP tool servers. declare a tool provider and the framework handles discovery, validation, and execution
Built on Gemini models, ADK provides long-context reasoning ideal for complex multi-tool workflows with Lightcast Labor Market
Production-ready features like session management, evaluation, and deployment come built-in. not bolted on
Seamless integration with Google Cloud services means you can combine Lightcast Labor Market tools with BigQuery, Vertex AI, and Cloud Functions
Lightcast Labor Market + Google ADK Use Cases
Practical scenarios where Google ADK combined with the Lightcast Labor Market MCP Server delivers measurable value.
Enterprise data agents: ADK agents query Lightcast Labor Market and cross-reference results with internal databases for comprehensive analysis
Multi-modal workflows: combine Lightcast Labor Market tool responses with Gemini's vision and language capabilities in a single agent
Automated compliance checks: schedule ADK agents to query Lightcast Labor Market regularly and flag policy violations or configuration drift
Internal tool platforms: build self-service agent platforms where teams connect their own MCP servers including Lightcast Labor Market
Lightcast Labor Market MCP Tools for Google ADK (10)
These 10 tools become available when you connect Lightcast Labor Market to Google ADK via MCP:
get_labor_market_region_summary
Get a high-level labor market summary for a specific economic region
get_lightcast_api_metadata
Retrieve metadata and authorization status for your Lightcast API connection
get_skill_details
Get detailed settings and definition for a specific skill
list_economic_regions
List economic regions and geographies supported by Lightcast
list_labor_market_skills
g., specialized, common) from the Lightcast API. List all technical and soft skills in the Lightcast taxonomy
list_skill_taxonomic_categories
List high-level taxonomic categories for skills
list_standardized_job_titles
List standardized job titles from the Lightcast index
list_standardized_occupations
List occupations categorized by Lightcast (SOC/O*NET compatible)
list_taxonomically_related_skills
Identify skills that are taxonomically related to a target skill
quick_labor_market_audit
Retrieve a high-level summary of skills and occupations in the index
Example Prompts for Lightcast Labor Market in Google ADK
Ready-to-use prompts you can give your Google ADK agent to start working with Lightcast Labor Market immediately.
"Search for skills related to 'Data Science'."
"Show me standardized job titles for 'Software Engineer'."
"Get a labor market summary for 'New York'."
Troubleshooting Lightcast Labor Market MCP Server with Google ADK
Common issues when connecting Lightcast Labor Market to Google ADK through the Vinkius, and how to resolve them.
McpToolset not found
pip install --upgrade google-adkLightcast Labor Market + Google ADK FAQ
Common questions about integrating Lightcast Labor Market MCP Server with Google ADK.
How does Google ADK connect to MCP servers?
Can ADK agents use multiple MCP servers?
Which Gemini models work best with MCP tools?
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Connect Lightcast Labor Market to Google ADK
Get your token, paste the configuration, and start using 10 tools in under 2 minutes. No API key management needed.