Estaite Solutions
Submarket-level US residential rental intelligence for AI agents. Search, compare, rank, and analyze rent data, trends, vacancy, affordability, and days on market across 1,000+ named submarkets in the 20+ largest US metros. ZIP-level and metro-level queries included. Always current, always expanding. Free tier available.
README
Estaite MCP Server
Current US rental market data for AI agents and LLMs via the Model Context Protocol (MCP). The Estaite Submarket Index covers 1500+ submarkets across the largest MSAs in the United States and expanding, with monthly-updated rent, vacancy, affordability, and trend data.
Getting Started
- MCP Server URL:
https://mcp.estaite.com - Protocol: Streamable HTTP (MCP 2025-03-26)
Authentication — pass your API key using any of these methods:
| Method | Example |
|---|---|
| Header | x-api-key: YOUR_API_KEY |
| Bearer token | Authorization: Bearer YOUR_API_KEY |
| Query param | https://mcp.estaite.com?key=YOUR_API_KEY |
Get your API key at estaite.com/developers.
Available Tools
- Search Submarkets — Search for submarkets by name. Use this to get a submarket ID before calling metrics tools.
- List Submarkets — List all submarkets with optional filters by state or CBSA.
- ZIP Metrics — Rental metrics for a specific ZIP code — rent, YoY growth, vacancy, listings, and household income.
- Submarket Metrics — Full metrics for a submarket: rent, vacancy, affordability, days on market, saturation, and trend history.
- Compare Submarkets — Side-by-side comparison of two or more submarkets across all key metrics.
- Market Snapshot — Quick summary of a submarket including market condition label, vacancy, and rent trends.
- Rent Trends — Historical rent trend data — MoM, 3M, 6M, 9M, and YoY changes over configurable months.
- Affordability — Rent-to-income ratio and affordability index with trend changes over 3, 6, 9, and 12 months.
- Find by Criteria — Filter submarkets by rent range, YoY growth minimum, vacancy cap, state, or CBSA.
- Metro Overview — Aggregated rent, growth, and vacancy averages for all submarkets within a metro area.
- Rank Submarkets — Rank submarkets within a metro or state by median rent, rent growth, vacancy, affordability, or days on market.
- Comparable Submarkets — Find submarkets with similar rent levels to a given submarket.
- Metro Historical Trends — Monthly aggregated rent and vacancy trends for an entire metro area over up to 12 months.
Data Coverage
- Property types:
apt(apartment),sfr(single-family),ct(condo/townhome) - Bedroom counts: 1–5 bedrooms per property type
- Geography: 1500+ submarkets across the largest MSAs in the United States and expanding
- Frequency: Monthly updates
Quick Connect
Claude Desktop
{
"mcpServers": {
"estaite": {
"command": "npx",
"args": ["-y", "mcp-remote@latest", "https://mcp.estaite.com", "--header", "x-api-key:YOUR_API_KEY"]
}
}
}
Claude Code
claude mcp add --transport http estaite "https://mcp.estaite.com" --header "x-api-key:YOUR_API_KEY"
OpenAI SDK
resp = client.responses.create(
model="gpt-4o",
tools=[{
"type": "mcp",
"server_label": "estaite",
"server_url": "https://mcp.estaite.com",
"headers": {"x-api-key": "YOUR_API_KEY"},
"require_approval": "never",
}],
input="What is the average rent in Austin, TX?",
)
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