WARN Firehose — Labor Market Intelligence
WARN layoffs, H-1B/LCA visas, SEC 8-K, bankruptcies, DOL claims & JOLTS for all 50 US states.
我該用這個嗎
品質與安全性
根據工具定義與協定合規性的自動化分析。
上下文成本
這是每次將伺服器的工具載入模型上下文時所消耗的約略 token 數量。數量越高，可用於其他工作的注意力就越少。
安裝
一鍵安裝
將以下內容加入你的 `claude_desktop_config.json` 檔案：
{
"mcpServers": {
"warn-firehose": {
"url": "https://warnfirehose.com/mcp/"
}
}
}遠端端點
https://warnfirehose.com/mcp/streamable-http它能做什麼
工具清單
工具（12）
⚪authenticate(api_key)
Authenticate with your LaborCurrent API key. Returns your tier and access level. Args: api_key: Your LaborCurrent API key (starts with wf_)
輸入結構描述
{
"type": "object",
"properties": {
"api_key": {
"title": "Api Key",
"type": "string"
}
},
"required": [
"api_key"
],
"title": "authenticateArguments"
}🟢get_pricing
Return LaborCurrent 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.
輸入結構描述
{
"type": "object",
"properties": {},
"title": "get_pricingArguments"
}🟢search_layoffs(query, state, limit, api_key)
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
輸入結構描述
{
"type": "object",
"properties": {
"query": {
"title": "Query",
"type": "string"
},
"state": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "State"
},
"limit": {
"default": 20,
"title": "Limit",
"type": "integer"
},
"api_key": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Api Key"
}
},
"required": [
"query"
],
"title": "search_layoffsArguments"
}輸出結構描述
{
"type": "object",
"properties": {
"result": {
"title": "Result",
"type": "string"
}
},
"required": [
"result"
],
"title": "search_layoffsOutput"
}🟢get_state_summary(state, api_key)
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
輸入結構描述
{
"type": "object",
"properties": {
"state": {
"title": "State",
"type": "string"
},
"api_key": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Api Key"
}
},
"required": [
"state"
],
"title": "get_state_summaryArguments"
}輸出結構描述
{
"type": "object",
"properties": {
"result": {
"title": "Result",
"type": "string"
}
},
"required": [
"result"
],
"title": "get_state_summaryOutput"
}🟢get_recent_layoffs(days, state, limit, api_key)
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
輸入結構描述
{
"type": "object",
"properties": {
"days": {
"default": 30,
"title": "Days",
"type": "integer"
},
"state": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "State"
},
"limit": {
"default": 25,
"title": "Limit",
"type": "integer"
},
"api_key": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Api Key"
}
},
"title": "get_recent_layoffsArguments"
}輸出結構描述
{
"type": "object",
"properties": {
"result": {
"title": "Result",
"type": "string"
}
},
"required": [
"result"
],
"title": "get_recent_layoffsOutput"
}🟢get_stats(api_key)
Get overall statistics about the LaborCurrent database.
輸入結構描述
{
"type": "object",
"properties": {
"api_key": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Api Key"
}
},
"title": "get_statsArguments"
}輸出結構描述
{
"type": "object",
"properties": {
"result": {
"title": "Result",
"type": "string"
}
},
"required": [
"result"
],
"title": "get_statsOutput"
}🟢get_company_layoffs(company, api_key)
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
輸入結構描述
{
"type": "object",
"properties": {
"company": {
"title": "Company",
"type": "string"
},
"api_key": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Api Key"
}
},
"required": [
"company"
],
"title": "get_company_layoffsArguments"
}輸出結構描述
{
"type": "object",
"properties": {
"result": {
"title": "Result",
"type": "string"
}
},
"required": [
"result"
],
"title": "get_company_layoffsOutput"
}🟢get_talent_pipeline(state, days, limit, api_key)
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 laborcurrent.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 LaborCurrent API key (Starter tier required)
輸入結構描述
{
"type": "object",
"properties": {
"state": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "State"
},
"days": {
"default": 90,
"title": "Days",
"type": "integer"
},
"limit": {
"default": 15,
"title": "Limit",
"type": "integer"
},
"api_key": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Api Key"
}
},
"title": "get_talent_pipelineArguments"
}輸出結構描述
{
"type": "object",
"properties": {
"result": {
"title": "Result",
"type": "string"
}
},
"required": [
"result"
],
"title": "get_talent_pipelineOutput"
}🟢get_risk_signal(state, min_score, limit, api_key)
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 laborcurrent.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 LaborCurrent API key (Starter tier required)
輸入結構描述
{
"type": "object",
"properties": {
"state": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "State"
},
"min_score": {
"default": 3,
"title": "Min Score",
"type": "integer"
},
"limit": {
"default": 15,
"title": "Limit",
"type": "integer"
},
"api_key": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Api Key"
}
},
"title": "get_risk_signalArguments"
}輸出結構描述
{
"type": "object",
"properties": {
"result": {
"title": "Result",
"type": "string"
}
},
"required": [
"result"
],
"title": "get_risk_signalOutput"
}🟢get_market_pulse(api_key)
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
輸入結構描述
{
"type": "object",
"properties": {
"api_key": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Api Key"
}
},
"title": "get_market_pulseArguments"
}輸出結構描述
{
"type": "object",
"properties": {
"result": {
"title": "Result",
"type": "string"
}
},
"required": [
"result"
],
"title": "get_market_pulseOutput"
}🟢get_state_intelligence(state_code, api_key)
Get a unified state profile combining all 6 datasets for a US state. Returns WARN notices, LCA petitions, H-1B approvals/denials, DOL claims, bankruptcy matches, JOLTS data, and a composite distress score. Requires Pro tier or higher. Get your API key at laborcurrent.com/account Args: state_code: Two-letter state abbreviation (e.g. CA, TX, NY) api_key: Your LaborCurrent API key (Pro tier required)
輸入結構描述
{
"type": "object",
"properties": {
"state_code": {
"title": "State Code",
"type": "string"
},
"api_key": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Api Key"
}
},
"required": [
"state_code"
],
"title": "get_state_intelligenceArguments"
}輸出結構描述
{
"type": "object",
"properties": {
"result": {
"title": "Result",
"type": "string"
}
},
"required": [
"result"
],
"title": "get_state_intelligenceOutput"
}🟢export_records(api_key, state, company, days, limit)
Export WARN records in bulk. Requires Pro tier or higher. Returns up to 500 records with full field details. For CSV/Parquet downloads, use the REST API at /api/export/. Get your API key at laborcurrent.com/account Args: api_key: Your LaborCurrent API key (Pro tier required) state: Optional 2-letter state code filter company: Optional company name filter (partial match) days: Look back this many days (default 90, max 730) limit: Max records to return (default 100, max 500)
輸入結構描述
{
"type": "object",
"properties": {
"api_key": {
"title": "Api Key",
"type": "string"
},
"state": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "State"
},
"company": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Company"
},
"days": {
"default": 90,
"title": "Days",
"type": "integer"
},
"limit": {
"default": 100,
"title": "Limit",
"type": "integer"
}
},
"required": [
"api_key"
],
"title": "export_recordsArguments"
}社群
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