Bring Labor Market Data
to AutoGen
Create your Vinkius account to connect Lightcast Labor Market to AutoGen 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 AutoGen?
AutoGen enables multi-agent conversations where agents negotiate, delegate, and collaboratively use Lightcast Labor Market tools. Connect 10 tools through Vinkius and assign role-based access. a data analyst queries while a reviewer validates, with optional human-in-the-loop approval for sensitive operations.
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Multi-agent conversations: multiple AutoGen agents discuss, delegate, and collaboratively use Lightcast Labor Market tools to solve complex tasks
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Role-based architecture lets you assign Lightcast Labor Market tool access to specific agents. a data analyst queries while a reviewer validates
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Human-in-the-loop support: agents can pause for human approval before executing sensitive Lightcast Labor Market tool calls
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Code execution sandbox: AutoGen agents can write and run code that processes Lightcast Labor Market tool responses in an isolated environment
Lightcast Labor Market in AutoGen
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 AutoGen 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 AutoGen
Every request between AutoGen 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 AutoGen connect to MCP servers?
Create an MCP tool adapter and assign it to one or more agents in the group chat. AutoGen agents can then call Lightcast Labor Market tools during their conversation turns.
Can different agents have different MCP tool access?
Yes. AutoGen's role-based architecture lets you assign specific MCP tools to specific agents, so a querying agent has different capabilities than a reviewing agent.
Does AutoGen support human approval for tool calls?
Yes. Configure human-in-the-loop mode so agents pause and request approval before executing sensitive MCP tool calls.
McpWorkbench not found
Install: pip install "autogen-ext[mcp]"
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