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WARN Firehose — Labor Market Intelligence

io.github.sendkamal/warn-firehose
비즈니스 및 운영 데이터 및 분석 공개 · 연결 가능 MCP 2025-11-25

이 MCP로 할 수 있는 일

Provides labor-market intelligence from WARN layoffs, visa filings, SEC filings, bankruptcies, DOL claims, and JOLTS data, including company and state risk analysis.

기능

도구

12 도구
authenticate
Authenticate with your LaborCurrent API key. Returns your tier and access level. Args: api_key: Your LaborCurrent API key (starts with wf_)
입력 스키마 
{'type': 'object', 'title': 'authenticateArguments', 'required': ['api_key'], 'properties': {'api_key': {'type': 'string', 'title': 'Api Key'}}}
export_records
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)
입력 스키마 
{'type': 'object', 'title': 'export_recordsArguments', 'required': ['api_key'], 'properties': {'days': {'type': 'integer', 'title': 'Days', 'default': 90}, 'limit': {'type': 'integer', 'title': 'Limit', 'default': 100}, 'state': {'anyOf': [{'type': 'string'}, {'type': 'null'}], 'title': 'State', 'default': None}, 'api_key': {'type': 'string', 'title': 'Api Key'}, 'company': {'anyOf': [{'type': 'string'}, {'type': 'null'}], 'title': 'Company', 'default': None}}}
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
입력 스키마 
{'type': 'object', 'title': 'get_company_layoffsArguments', 'required': ['company'], 'properties': {'api_key': {'anyOf': [{'type': 'string'}, {'type': 'null'}], 'title': 'Api Key', 'default': None}, 'company': {'type': 'string', 'title': 'Company'}}}
출력 스키마 
{'type': 'object', 'title': 'get_company_layoffsOutput', 'required': ['result'], 'properties': {'result': {'type': 'string', 'title': 'Result'}}}
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
입력 스키마 
{'type': 'object', 'title': 'get_market_pulseArguments', 'properties': {'api_key': {'anyOf': [{'type': 'string'}, {'type': 'null'}], 'title': 'Api Key', 'default': None}}}
출력 스키마 
{'type': 'object', 'title': 'get_market_pulseOutput', 'required': ['result'], 'properties': {'result': {'type': 'string', 'title': 'Result'}}}
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.
입력 스키마 
{'type': 'object', 'title': 'get_pricingArguments', 'properties': {}}
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
입력 스키마 
{'type': 'object', 'title': 'get_recent_layoffsArguments', 'properties': {'days': {'type': 'integer', 'title': 'Days', 'default': 30}, 'limit': {'type': 'integer', 'title': 'Limit', 'default': 25}, 'state': {'anyOf': [{'type': 'string'}, {'type': 'null'}], 'title': 'State', 'default': None}, 'api_key': {'anyOf': [{'type': 'string'}, {'type': 'null'}], 'title': 'Api Key', 'default': None}}}
출력 스키마 
{'type': 'object', 'title': 'get_recent_layoffsOutput', 'required': ['result'], 'properties': {'result': {'type': 'string', 'title': 'Result'}}}
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 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)
입력 스키마 
{'type': 'object', 'title': 'get_risk_signalArguments', 'properties': {'limit': {'type': 'integer', 'title': 'Limit', 'default': 15}, 'state': {'anyOf': [{'type': 'string'}, {'type': 'null'}], 'title': 'State', 'default': None}, 'api_key': {'anyOf': [{'type': 'string'}, {'type': 'null'}], 'title': 'Api Key', 'default': None}, 'min_score': {'type': 'integer', 'title': 'Min Score', 'default': 3}}}
출력 스키마 
{'type': 'object', 'title': 'get_risk_signalOutput', 'required': ['result'], 'properties': {'result': {'type': 'string', 'title': 'Result'}}}
get_state_intelligence
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)
입력 스키마 
{'type': 'object', 'title': 'get_state_intelligenceArguments', 'required': ['state_code'], 'properties': {'api_key': {'anyOf': [{'type': 'string'}, {'type': 'null'}], 'title': 'Api Key', 'default': None}, 'state_code': {'type': 'string', 'title': 'State Code'}}}
출력 스키마 
{'type': 'object', 'title': 'get_state_intelligenceOutput', 'required': ['result'], 'properties': {'result': {'type': 'string', 'title': 'Result'}}}
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
입력 스키마 
{'type': 'object', 'title': 'get_state_summaryArguments', 'required': ['state'], 'properties': {'state': {'type': 'string', 'title': 'State'}, 'api_key': {'anyOf': [{'type': 'string'}, {'type': 'null'}], 'title': 'Api Key', 'default': None}}}
출력 스키마 
{'type': 'object', 'title': 'get_state_summaryOutput', 'required': ['result'], 'properties': {'result': {'type': 'string', 'title': 'Result'}}}
get_stats
Get overall statistics about the LaborCurrent database.
입력 스키마 
{'type': 'object', 'title': 'get_statsArguments', 'properties': {'api_key': {'anyOf': [{'type': 'string'}, {'type': 'null'}], 'title': 'Api Key', 'default': None}}}
출력 스키마 
{'type': 'object', 'title': 'get_statsOutput', 'required': ['result'], 'properties': {'result': {'type': 'string', 'title': 'Result'}}}
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 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)
입력 스키마 
{'type': 'object', 'title': 'get_talent_pipelineArguments', 'properties': {'days': {'type': 'integer', 'title': 'Days', 'default': 90}, 'limit': {'type': 'integer', 'title': 'Limit', 'default': 15}, 'state': {'anyOf': [{'type': 'string'}, {'type': 'null'}], 'title': 'State', 'default': None}, 'api_key': {'anyOf': [{'type': 'string'}, {'type': 'null'}], 'title': 'Api Key', 'default': None}}}
출력 스키마 
{'type': 'object', 'title': 'get_talent_pipelineOutput', 'required': ['result'], 'properties': {'result': {'type': 'string', 'title': 'Result'}}}
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
입력 스키마 
{'type': 'object', 'title': 'search_layoffsArguments', 'required': ['query'], 'properties': {'limit': {'type': 'integer', 'title': 'Limit', 'default': 20}, 'query': {'type': 'string', 'title': 'Query'}, 'state': {'anyOf': [{'type': 'string'}, {'type': 'null'}], 'title': 'State', 'default': None}, 'api_key': {'anyOf': [{'type': 'string'}, {'type': 'null'}], 'title': 'Api Key', 'default': None}}}
출력 스키마 
{'type': 'object', 'title': 'search_layoffsOutput', 'required': ['result'], 'properties': {'result': {'type': 'string', 'title': 'Result'}}}
기록

최근 도구 변경

변경됨
export_records
2026년 9월 25일 2:58 AM
변경됨
get_state_intelligence
2026년 9월 25일 2:58 AM
변경됨
get_risk_signal
2026년 9월 25일 2:58 AM
변경됨
get_talent_pipeline
2026년 9월 25일 2:58 AM
변경됨
get_stats
2026년 9월 25일 2:58 AM
변경됨
get_pricing
2026년 9월 25일 2:58 AM
변경됨
authenticate
2026년 9월 25일 2:58 AM
추가됨
export_records
2026년 9월 17일 12:52 PM
추가됨
get_state_intelligence
2026년 9월 17일 12:52 PM
추가됨
get_market_pulse
2026년 9월 17일 12:52 PM
추가됨
get_risk_signal
2026년 9월 17일 12:52 PM
추가됨
get_talent_pipeline
2026년 9월 17일 12:52 PM
추가됨
get_company_layoffs
2026년 9월 17일 12:52 PM
추가됨
get_stats
2026년 9월 17일 12:52 PM
추가됨
get_recent_layoffs
2026년 9월 17일 12:52 PM
추가됨
get_state_summary
2026년 9월 17일 12:52 PM
추가됨
search_layoffs
2026년 9월 17일 12:52 PM
추가됨
get_pricing
2026년 9월 17일 12:52 PM
추가됨
authenticate
2026년 9월 17일 12:52 PM
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