Lightcast Labor Market MCP Server for Windsurf 10 tools — connect in under 2 minutes
Windsurf brings agentic AI coding to a purpose-built IDE. Connect Lightcast Labor Market through Vinkius and Cascade will auto-discover every tool. ask questions, generate code, and act on live data without leaving your editor.
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Vinkius supports streamable HTTP and SSE.
Vinkius Desktop App
The modern way to manage MCP Servers — no config files, no terminal commands. Install Lightcast Labor Market and 2,500+ MCP Servers from a single visual interface.
{
"mcpServers": {
"lightcast-labor-market": {
"url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
}
}
}
* 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.
Windsurf's Cascade agent chains multiple Lightcast Labor Market tool calls autonomously. query data, analyze results, and generate code in a single agentic session. Paste Vinkius Edge URL, reload, and all 10 tools are immediately available. Real-time tool feedback appears inline, so you see API responses directly in your editor.
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 Windsurf 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 Windsurf via MCP
Follow these steps to integrate the Lightcast Labor Market MCP Server with Windsurf.
Open MCP Settings
Go to Settings → MCP Configuration or press Cmd+Shift+P and search "MCP"
Add the server
Paste the JSON configuration above into mcp_config.json
Save and reload
Windsurf will detect the new server automatically
Start using Lightcast Labor Market
Open Cascade and ask: "Using Lightcast Labor Market, help me...". 10 tools available
Why Use Windsurf with the Lightcast Labor Market MCP Server
Windsurf provides unique advantages when paired with Lightcast Labor Market through the Model Context Protocol.
Windsurf's Cascade agent autonomously chains multiple tool calls in sequence, solving complex multi-step tasks without manual intervention
Purpose-built for agentic workflows. Cascade understands context across your entire codebase and integrates MCP tools natively
JSON-based configuration means zero code changes: paste a URL, reload, and all 10 tools are immediately available
Real-time tool feedback is displayed inline, so you see API responses directly in your editor without switching contexts
Lightcast Labor Market + Windsurf Use Cases
Practical scenarios where Windsurf combined with the Lightcast Labor Market MCP Server delivers measurable value.
Automated code generation: ask Cascade to fetch data from Lightcast Labor Market and generate models, types, or handlers based on real API responses
Live debugging: query Lightcast Labor Market tools mid-session to inspect production data while debugging without leaving the editor
Documentation generation: pull schema information from Lightcast Labor Market and have Cascade generate comprehensive API docs automatically
Rapid prototyping: combine Lightcast Labor Market data with Cascade's code generation to scaffold entire features in minutes
Lightcast Labor Market MCP Tools for Windsurf (10)
These 10 tools become available when you connect Lightcast Labor Market to Windsurf 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 Windsurf
Ready-to-use prompts you can give your Windsurf 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 Windsurf
Common issues when connecting Lightcast Labor Market to Windsurf through the Vinkius, and how to resolve them.
Server not connecting
Lightcast Labor Market + Windsurf FAQ
Common questions about integrating Lightcast Labor Market MCP Server with Windsurf.
How does Windsurf discover MCP tools?
mcp_config.json file on startup and connects to each configured server via Streamable HTTP. Tools are listed in the MCP panel and available to Cascade automatically.Can Cascade chain multiple MCP tool calls?
Does Windsurf support multiple MCP servers?
mcp_config.json. Each server's tools appear in the MCP panel and Cascade can use tools from different servers in a single flow.Connect Lightcast Labor Market with your favorite client
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Connect Lightcast Labor Market to Windsurf
Get your token, paste the configuration, and start using 10 tools in under 2 minutes. No API key management needed.