# datasets_housing_markets_search

Search the US housing markets dataset. Searches monthly Redfin housing-market statistics per region and property type since 2012, joined to Census ACS income for affordability metrics. region_type enum: national, metro, county, city, zip. property_type enum: All Residential, Single Family Residential, Condo/Co-op, Townhouse, Multi-Family (2-4 Unit), Single Units Only. Sort enum: relevance, price_desc, price_asc, list_price_desc, list_price_asc, price_to_income_desc, price_to_income_asc, salary_to_buy_desc, salary_to_buy_asc, dom_asc, dom_desc, inventory_desc, homes_sold_desc, period_desc. Use latest=true for the most recent period per region series.

Agent View of the PolicyLayer registry record for `datasets_housing_markets_search`. HTML page: https://policylayer.com/tools/crawlora-mcp/datasets-housing-markets-search

## Facts

- Tool: `datasets_housing_markets_search`
- Server: Crawlora (`crawlora-mcp`) — https://policylayer.com/tools/crawlora-mcp.md
- Install: `npx -y crawlora-mcp`
- Homepage: https://www.npmjs.com/package/crawlora-mcp
- Risk category: Read (Low risk)
- Registry record: grade F, identity unverified
- Server rate-limited: no
- Parameters: 12
- Recommended policy verdict: Allowed

## Parameters

| Parameter | Type | Required | Description |
| --- | --- | --- | --- |
| `q` | string | no | Full-text query over region name and city, max 256 characters |
| `page` | integer | no | Page number, defaults to 1 |
| `sort` | string | no | Sort enum: relevance, price_desc, price_asc, list_price_desc, list_price_asc, price_to_income_desc, price_to_income_asc, salary_to_buy_desc, salary_to_buy_asc, |
| `latest` | boolean | no | Filter for the most recent period per region and property type |
| `period` | string | no | Exact period start date filter, YYYY-MM-DD |
| `zip_code` | string | no | Exact zip code filter (zip-level rows only), e.g. 60616 |
| `page_size` | integer | no | Page size, defaults to 20 and maxes at 100; page * page_size must be <= 10000 |
| `state_code` | string | no | Exact two-letter state code filter, e.g. CA |
| `region_type` | string | no | Region level enum: national, metro, county, city, zip |
| `max_inventory` | integer | no | Maximum active inventory |
| `min_inventory` | integer | no | Minimum active inventory |
| `property_type` | string | no | Property type enum: All Residential, Single Family Residential, Condo/Co-op, Townhouse, Multi-Family (2-4 Unit), Single Units Only |

Parameters from the server's own tool schema.

## Example call (MCP tools/call, JSON-RPC 2.0)

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "datasets_housing_markets_search",
    "arguments": {}
  }
}
```

## Why datasets_housing_markets_search is rated Low

Even though datasets_housing_markets_search only reads data, uncontrolled read access leaks sensitive information and racks up API costs: an agent caught in a retry loop can make thousands of calls a minute without anyone noticing.

Risk signals: High parameter count (24 properties)

## Use case

AI agents call datasets_housing_markets_search to retrieve information from Crawlora without modifying anything. It is typically the context-gathering step in research, monitoring, and reporting workflows, before the agent takes action elsewhere.

## Recommended policy (PolicyLayer)

Verdict: **Allowed**. Enforced by the PolicyLayer MCP gateway (https://policylayer.com/mcp-gateway) before a call reaches Crawlora:

```json
{
  "version": "1",
  "default": "deny",
  "tools": {
    "datasets_housing_markets_search": {}
  }
}
```

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## For agents

This record is a snapshot. Live verdicts and the full registry:

- Check every server in your MCP config at once: `npx -y policylayer stack`
- Vet a server before you add it: install the mcp-precheck skill — `npx skills add https://policylayer.com` (skill text: https://policylayer.com/skill.md)
- Query the registry over MCP: endpoint `https://api.policylayer.com/mcp` — tools `check_mcp_server`, `check_mcp_stack`, `check_tool`, `search_registry`, `get_change_events`

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Source: the PolicyLayer MCP registry — one continuously verified record per MCP server. Full record: https://policylayer.com/registry?q=crawlora-mcp · API: https://policylayer.com/registry/api · Policy library: https://policylayer.com/policies/crawlora-mcp
