MCP-Server
WARN Firehose — Labor Market Intelligence
io.github.sendkamal/warn-firehose
Was dieses MCP kann
Provides labor-market intelligence from WARN layoffs, visa filings, SEC filings, bankruptcies, DOL claims, and JOLTS data, including company and state risk analysis.
Funktionen
Tools
12
Tools
authenticate
Authenticate with your LaborCurrent API key. Returns your tier and access level.
Args:
api_key: Your LaborCurrent API key (starts with wf_)
Eingabeschema
{'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)
Eingabeschema
{'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
Eingabeschema
{'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'}}}
Ausgabeschema
{'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
Eingabeschema
{'type': 'object', 'title': 'get_market_pulseArguments', 'properties': {'api_key': {'anyOf': [{'type': 'string'}, {'type': 'null'}], 'title': 'Api Key', 'default': None}}}
Ausgabeschema
{'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.
Eingabeschema
{'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
Eingabeschema
{'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}}}
Ausgabeschema
{'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)
Eingabeschema
{'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}}}
Ausgabeschema
{'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)
Eingabeschema
{'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'}}}
Ausgabeschema
{'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
Eingabeschema
{'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}}}
Ausgabeschema
{'type': 'object', 'title': 'get_state_summaryOutput', 'required': ['result'], 'properties': {'result': {'type': 'string', 'title': 'Result'}}}
get_stats
Get overall statistics about the LaborCurrent database.
Eingabeschema
{'type': 'object', 'title': 'get_statsArguments', 'properties': {'api_key': {'anyOf': [{'type': 'string'}, {'type': 'null'}], 'title': 'Api Key', 'default': None}}}
Ausgabeschema
{'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)
Eingabeschema
{'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}}}
Ausgabeschema
{'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
Eingabeschema
{'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}}}
Ausgabeschema
{'type': 'object', 'title': 'search_layoffsOutput', 'required': ['result'], 'properties': {'result': {'type': 'string', 'title': 'Result'}}}
Verlauf
Letzte Tool-Änderungen
Geändert
export_records
25. September 2026 02:58
Geändert
get_state_intelligence
25. September 2026 02:58
Geändert
get_risk_signal
25. September 2026 02:58
Geändert
get_talent_pipeline
25. September 2026 02:58
Geändert
get_stats
25. September 2026 02:58
Geändert
get_pricing
25. September 2026 02:58
Geändert
authenticate
25. September 2026 02:58
Hinzugefügt
export_records
17. September 2026 12:52
Hinzugefügt
get_state_intelligence
17. September 2026 12:52
Hinzugefügt
get_market_pulse
17. September 2026 12:52
Hinzugefügt
get_risk_signal
17. September 2026 12:52
Hinzugefügt
get_talent_pipeline
17. September 2026 12:52
Hinzugefügt
get_company_layoffs
17. September 2026 12:52
Hinzugefügt
get_stats
17. September 2026 12:52
Hinzugefügt
get_recent_layoffs
17. September 2026 12:52
Hinzugefügt
get_state_summary
17. September 2026 12:52
Hinzugefügt
search_layoffs
17. September 2026 12:52
Hinzugefügt
get_pricing
17. September 2026 12:52
Hinzugefügt
authenticate
17. September 2026 12:52
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