# WARN Firehose — Labor Market Intelligence

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

- name: io.github.sendkamal/warn-firehose
- version: 1.1.0
- connection class: R0 (autonomous)
- trust: 90/100
- quality: 79/100 (good)
- owner: not claimed
- descriptor: https://api.protogrid.dev/v1/servers/io.github.sendkamal%2Fwarn-firehose
- tools: https://api.protogrid.dev/v1/servers/io.github.sendkamal%2Fwarn-firehose/tools

**An agent can connect right now, no human step.** Remote endpoint, no authentication, reachable on the last probe.

## Connection (mcpServers)

```json
{
  "mcpServers": {
    "warn-firehose": {
      "type": "http",
      "url": "https://warnfirehose.com/mcp/"
    }
  }
}
```


## Trust

- hygiene: 100
- liveness: 99
- freshness: 65
- provenance: 90
- drivers: +repository +namespace-matches-repo +website +reachable +uptime-97% ~updated-177d-ago
- Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed.

## Quality 79/100 (good)

### protocol: 75 (weight 25)

- warn `protocol.modern`: newest supported version is 2025-11-25; 2026-07-28 not supported, older versions are deprecated until 2027-07-28
- n/a `protocol.stateless`: only applies to 2026-07-28 servers
- pass `protocol.transport`: streamable HTTP
- n/a `protocol.list_ttl`: only applies to 2026-07-28 servers

### authorization: n/a (weight 15)

- n/a `auth.prm`, `auth.as_metadata`, `auth.cimd`: no remote uses OAuth
- n/a `auth.secret_in_url`: no templated URL

### tool hygiene: 71 (weight 30)

- pass `tools.descriptions`: every tool has a description
- pass `tools.description_length`: descriptions are concise
- pass `tools.schemas`: every tool has an object input schema
- fail `tools.annotations`: no tool declares readOnlyHint or destructiveHint, so clients cannot tell safe calls from risky ones
- fail `tools.directory_hints`: no tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: get_pricing (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); search_layoffs (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); authenticate (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); …
- pass `tools.token_cost`: about 1,790 tokens to load every tool
- pass `tools.api_dump`: tools are not a one-to-one API dump

### stability: 100 (weight 15)

- pass `stability.changes`: no tool changes in 30 days
- pass `stability.rug_pull`: no tool changed its meaning under the same name

### dependencies: n/a (weight 15)

- n/a `deps.known_vulns`, `deps.mcp_sdk_version`, `deps.resolvable`: no npm or PyPI package

- tools: 12, about 1,790 tokens to load them all
- tool set hash: d57f3c8fcc6dc1482ef04902a8e0069a
- badge: [![protogrid quality](https://protogrid.dev/badge/io.github.sendkamal/warn-firehose.svg)](https://protogrid.dev/servers/io.github.sendkamal/warn-firehose)
- Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed.

### Tool changes

_No tool definition changes recorded._

## Remotes

- https://warnfirehose.com/mcp/ (streamable-http, auth none, reachable true, uptime30d 0.9655172)

## Packages

_none_

## Tools (12)

- `authenticate`: Authenticate with your LaborCurrent API key. Returns your tier and access level.

    Args:
        api_key: Your LaborCurrent API key (starts with wf_)
    
- `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)
    
- `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
    
- `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
    
- `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.
    
- `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
    
- `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)
    
- `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)
    
- `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
    
- `get_stats`: Get overall statistics about the LaborCurrent database.
- `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)
    
- `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