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WARN Firehose — Labor Market Intelligence logo. WARN Firehose — Labor Market Intelligence MCP server connector.

WARN Firehose — Labor Market Intelligence MCP Server

WARN layoffs, H-1B/LCA visas, SEC 8-K, bankruptcies, DOL claims & JOLTS for all 50 US states.

ToolsTools
12
Last updatedLast Updated
Jun 14, 2026
CategoryCategory
All
Enterprise-grade security
SSO & authentication ready
Full governance & audit logs

What is the WARN Firehose — Labor Market Intelligence MCP Server?

The WARN Firehose — Labor Market Intelligence MCP server gives AI agents structured, permission-aware access to WARN Firehose — Labor Market Intelligence through the Model Context Protocol. With 12 pre-built actions, agents can read, create, and update WARN Firehose — Labor Market Intelligence data on behalf of authorized users.

Willow ships the WARN Firehose — Labor Market Intelligence MCP server as part of an enterprise control plane. Every call runs behind SSO (Okta, Azure AD), enforces RBAC and least-privilege at runtime, writes to a full audit trail, and integrates with Splunk and Loki for SIEM visibility. Connect from Claude Desktop, Claude Code, Cursor, ChatGPT, VS Code, n8n, or any custom agent. Install once, distribute org-wide, and see exactly how WARN Firehose — Labor Market Intelligence is being used by every AI agent in your stack.

Tools

Tool

authenticate

Authenticate with your WARN Firehose API key. Returns your tier and access level. Args: api_key: Your WARN Firehose API key (starts with wf_)
Tool

get_pricing

Return WARN Firehose pricing tiers, included tools, and signup URLs. Use this when the user asks about pricing, hits a rate limit, or wants to upgrade. Returns tier prices, daily call limits, included datasets, and direct signup links so the user can act immediately.
Tool

search_layoffs

Search WARN Act layoff notices by company name, city, or keyword. Args: query: Search term (company name, city, etc.) state: Optional 2-letter state code to filter (e.g. CA, TX, NY) limit: Max results to return (default 20, max 100) api_key: Optional API key for higher rate limits
Tool

get_state_summary

Get a summary of WARN Act layoff data for a specific US state. Args: state: Two-letter state code (e.g. CA, TX, NY, FL) api_key: Optional API key for higher rate limits
Tool

get_recent_layoffs

Get the most recent WARN Act layoff notices. Args: days: Look back this many days (default 30) state: Optional state filter (2-letter code) limit: Max results (default 25, max 100) api_key: Optional API key for higher rate limits
Tool

get_stats

Get overall statistics about the WARN Firehose database.
Tool

get_company_layoffs

Get all WARN Act layoff notices for a specific company. Args: company: Company name to search for (partial match supported) api_key: Optional API key for higher rate limits
Tool

get_talent_pipeline

Find available talent from recent layoffs, cross-referenced with LCA visa roles. Shows what occupations/skills each laid-off company was hiring for. Useful for recruiters targeting skilled workers from recently laid-off companies. Requires Starter tier or higher. Get your API key at warnfirehose.com/account Args: state: Optional 2-letter state code days: Look back this many days (default 90) limit: Max results (default 15, max 50) api_key: Your WARN Firehose API key (Starter tier required)
Tool

get_risk_signal

Get companies ranked by composite distress signal across all datasets. Combines WARN layoff volume/recency, SEC restructuring filings, bankruptcy filings, and H-1B denial rates into a single risk score. Levels: Critical (7+), Elevated (4-6), Moderate (2-3), Low (1). Requires Starter tier or higher. Get your API key at warnfirehose.com/account Args: state: Optional 2-letter state code to filter min_score: Minimum risk score (default 3) limit: Max results (default 15, max 50) api_key: Your WARN Firehose API key (Starter tier required)
Tool

get_market_pulse

Get a single-call market snapshot across all 6 datasets. Returns: WARN stats (30d trend), top industries, at-risk companies, LCA/H-1B counts, DOL claims, SEC filings, bankruptcies, JOLTS snapshot. Args: api_key: Optional API key for higher rate limits
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Set Up Your WARN Firehose — Labor Market Intelligence MCP Server in Minutes

Add the following configuration to your MCP client. Authentication is handled via OAuth. Compatible with Claude Desktop, Claude Code, Cursor, ChatGPT, VS Code, n8n, and any MCP-compatible agent.

Claude Desktop

claude_desktop_config.json
{
  "mcpServers": {
    "willow-warn-firehose-labor-market-intelligence": {
      "type": "http",
      "url": "https://<org>.mcp-s.com/mcp/mcp/warn-firehose-labor-market-intelligence"
    }
  }
}

Cursor

.cursor/mcp.json
{
  "mcpServers": {
    "willow-warn-firehose-labor-market-intelligence": {
      "type": "http",
      "url": "https://<org>.mcp-s.com/mcp/mcp/warn-firehose-labor-market-intelligence"
    }
  }
}

Claude Code

CLI
claude mcp add willow-warn-firehose-labor-market-intelligence --transport http https://<org>.mcp-s.com/mcp/mcp/warn-firehose-labor-market-intelligence

n8n

HTTP Request Node
{
  "url": "https://<org>.mcp-s.com/mcp/mcp/warn-firehose-labor-market-intelligence",
  "method": "POST"
}

Or click "Install with Willow" above to set up automatically with SSO and RBAC preconfigured.

Enterprise Governance for WARN Firehose — Labor Market Intelligence

Willow adds the layer WARN Firehose — Labor Market Intelligence and every other SaaS doesn't ship out of the box: every call runs behind SSO (Okta, Azure AD), enforces RBAC and least-privilege at runtime, writes to full audit logs, and detects shadow AI usage across your stack. One MCP gateway. Any agent. Every tool.

WARN Firehose — Labor Market Intelligence MCP Server FAQ

What is the WARN Firehose — Labor Market Intelligence MCP server?

The WARN Firehose — Labor Market Intelligence MCP server is a Model Context Protocol implementation that lets AI agents like Claude, Cursor, and ChatGPT read and write WARN Firehose — Labor Market Intelligence data through a standardized interface. Willow hosts and governs this server so enterprises can roll it out without a security review backlog.

How is Willow's WARN Firehose — Labor Market Intelligence MCP server different from the official one?

The official WARN Firehose — Labor Market Intelligence MCP server is scoped to a single user's account and does not include enterprise governance. Willow's version adds SSO, RBAC, audit logging, shadow AI detection, and centralized control over which actions agents can take across the entire org.

Which AI clients work with the WARN Firehose — Labor Market Intelligence MCP server?

Claude Desktop, Claude Code, Cursor, ChatGPT, VS Code with MCP support, n8n, and any custom agent built with OpenAI Agents SDK, LangChain, Vercel AI SDK, or Anthropic SDK.

Is the WARN Firehose — Labor Market Intelligence MCP server secure? How does Willow handle authentication?

Every call runs behind your existing SSO (Okta, Azure AD). Per-user OAuth scopes the agent to exactly what that user can do in WARN Firehose — Labor Market Intelligence, nothing more. No credentials reach the LLM. Every action writes to an audit trail.

Can I limit which WARN Firehose — Labor Market Intelligence actions agents can take?

Yes. Willow lets you scope agents to specific actions, specific projects, or specific environments. Toggle actions on or off in the dashboard, or enforce policy via infrastructure-as-code through GitHub.

How do I detect shadow WARN Firehose — Labor Market Intelligence MCP servers in my org?

Willow's browser extension and discovery service surface unmanaged MCP servers, skills, and AI agents across the org. If a developer installed an unapproved WARN Firehose — Labor Market Intelligence MCP locally, you'll see it.

What does the WARN Firehose — Labor Market Intelligence MCP server cost?

Pricing depends on org size and deployment model (SaaS, dedicated cloud, self-host). See withwillow.ai/pricing or contact sales for a quote.

How do I install the WARN Firehose — Labor Market Intelligence MCP server with Willow?

Install via the Willow Connect Panel in one click, or paste the JSON snippet above into your Claude Desktop, Cursor, or Claude Code config. SSO and RBAC inherit from your existing Willow setup.

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WARN Firehose — Labor Market Intelligence MCP Server | Willow