Bring Labor Market Data
to Google ADK
Create your Vinkius account to connect Lightcast Labor Market to Google ADK and start using all 10 AI tools in minutes. Fully managed, enterprise secure, and ready to use without writing a single line of code. No hosting, no server setup — just connect and start using.
GDPR Free for SubscribersCompatible with every major AI agent and IDE
Gemini
What is the 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.
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.
How it works
- Connect the Lightcast integration to your AI assistant.
- Authorize using your Lightcast Client ID and Client Secret (API access required).
- Orchestrate your workforce planning and labor market research through intuitive conversation.
Who is this for?
- HR & Recruiting Teams — Quickly research skill requirements and standardized job titles on the go.
- Economic Analysts — Monitor regional labor market trends and wage data via chat.
- Educational Institutions — Map curriculum to official skill taxonomies and occupation demands instantly.
Built-in capabilities (10)
Get a high-level labor market summary for a specific economic region
Retrieve metadata and authorization status for your Lightcast API connection
Get detailed settings and definition for a specific skill
List economic regions and geographies supported by Lightcast
g., specialized, common) from the Lightcast API. List all technical and soft skills in the Lightcast taxonomy
List high-level taxonomic categories for skills
List standardized job titles from the Lightcast index
List occupations categorized by Lightcast (SOC/O*NET compatible)
Identify skills that are taxonomically related to a target skill
Retrieve a high-level summary of skills and occupations in the index
Why Google ADK?
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.
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Google ADK natively supports MCP tool servers. declare a tool provider and the framework handles discovery, validation, and execution
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Built on Gemini models, ADK provides long-context reasoning ideal for complex multi-tool workflows with Lightcast Labor Market
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Production-ready features like session management, evaluation, and deployment come built-in. not bolted on
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Seamless integration with Google Cloud services means you can combine Lightcast Labor Market tools with BigQuery, Vertex AI, and Cloud Functions
Lightcast Labor Market in Google ADK
Why run Lightcast Labor Market with Vinkius?
The Lightcast Labor Market connection runs on our fully managed, secure cloud infrastructure. We handle the hosting, maintenance, and security so you don't have to deal with servers or code. All 10 tools are ready to work instantly without any complex setup.
You stay in complete control of your data. Your AI only accesses the information you approve, keeping your sensitive passwords and private details completely safe. Plus, with automatic optimizations, your AI works faster and more efficiently.
* Every connection is hosted and maintained by Vinkius. We handle the security, updates, and infrastructure so you don't have to write code or manage servers. See our infrastructure
Over 4,000 integrations ready for AI agents
Explore a vast library of pre-built integrations, optimized and ready to deploy.
Connect securely in under 30 seconds
Generate tokens to authenticate and link external services in a single step.
Complete visibility into every agent action
Audit live requests, latency, success rates, and active security compliance policies.
Optimize spending and track token ROI
Analyze real-time token consumption and cost metrics detailed by connection.
Explore our live AI Agents Analytics dashboard to see it all working
This dashboard is included when you connect Lightcast Labor Market using Vinkius. You will never be left in the dark about what your AI agents are doing with your tools.
Lightcast Labor Market and 4,000+ other AI tools. No hosting, no code, ready to use.
Professionals who connect Lightcast Labor Market to Google ADK through Vinkius don't need to write code, manage servers, or worry about security. Everything is pre-configured, secure, and runs automatically in the background.
Raw MCP | Vinkius | |
|---|---|---|
| Ready-to-use MCPs | Find and configure each manually | 4,000+ MCPs ready to use |
| Connection Setup | Manual coding & server setup | 1-click instant connection |
| Server Hosting | You host it yourself (needs 24/7 uptime) | 100% hosted & managed by Vinkius |
| Security & Privacy | Stored in plaintext config files | Bank-grade encrypted vault |
| Activity Visibility | Blind execution (no logs or tracking) | Live dashboard with real-time logs |
| Cost Control | Runaway AI token spend risk | Automatic budget limits |
| Revoking Access | Must delete files or code to stop | 1-click disconnect button |
How Vinkius secures
Lightcast Labor Market for Google ADK
Every request between Google ADK and Lightcast Labor Market is protected by our secure gateway. We automatically keep your sensitive data private, prevent unauthorized access, and let you disconnect instantly at any time.
Frequently asked questions
How do I get Lightcast API credentials?
You need a registered developer account at the Lightcast Developer Portal. Once approved, you can create an application to receive your Client ID and Client Secret.
Which API versions does this support?
This integration currently utilizes the latest stable versions of the Skills, Titles, and Occupations APIs provided by the Lightcast platform.
Is global labor data available?
Yes, Lightcast provides labor market data for various international regions. Availability depends on the specific geographic permissions associated with your API credentials.
How does Google ADK connect to MCP servers?
Import the MCP toolset class and pass the server URL. ADK discovers and registers all tools automatically, making them available to your agent's tool-use loop.
Can ADK agents use multiple MCP servers?
Yes. Declare multiple MCP tool providers in your agent configuration. ADK merges all tool schemas and the agent can call tools from any server in a single turn.
Which Gemini models work best with MCP tools?
Gemini 2.0 Flash and Pro models both support function calling required for MCP tools. Flash is recommended for latency-sensitive use cases, Pro for complex reasoning.
McpToolset not found
Update: pip install --upgrade google-adk
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