Lotlytics — US Real Estate Market Data & Investment Analytics

us.lotlyticsPublished by lotlytics.usv1.0.0Updated Oct 24, 2026

US real estate market data for AI agents: prices, yields, forecasts and scores for 894 markets.

VerifiedStreamable HTTPWeb executableFinanceData & Analytics

Overview

AI-generated overview

Remote MCP server giving assistants US real estate market data: prices, rental yields, appreciation, migration and investment health scores.

What you can do
  • List and search US metro markets, optionally filtered by state
  • Read a full market report for one city: median price, appreciation, rental yield, momentum, migration
  • Get an investment health score with a label and the signals behind it
  • Compare two markets side by side across price, yield and appreciation
  • Rank markets by investment criteria such as max price or minimum rental yield
When to use it
Useful when someone asks whether a US city is a good place to invest, wants two metros compared for rental investing, or wants markets screened by price and yield. It suits property investors and analysts who want market figures inside a chat rather than a spreadsheet.
Requirements
A remote streamable HTTP endpoint; no local install needed. The free tier needs no account and is limited to the top 50 metros and 20 requests per day per IP. The Investor plan (paid) adds an X-API-Key header for all 895 markets and 1,000 requests per day. A local Python setup is also documented.
Before you install
The premium tools require a paid Investor subscription and an X-API-Key header, which is a secret to keep private. Data is limited to the top 50 metros without a key, and requests are rate-limited per IP. Figures are market estimates for informational use, not investment advice.

Installation

In SourceWeft

  1. Open Lotlytics — US Real Estate Market Data & Investment Analytics in the dashboard and add it to a workspace.
  2. Enable the server for the chats that should use its tools.

Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.

Use with an agent

Paste this prompt into Claude Code, Codex, Cursor or another agent — or into SourceWeft chat. The agent reads this server's install guide, shows you its publisher, endpoint and sign-in, and adds it to your client once you agree. Keys never go into a command.

Read https://sourceweft.com/mcp/us.lotlytics%2Flotlytics-mcp/install.md and connect the MCP server it describes to my client. Before changing any config, show me its publisher, endpoint and sign-in method and wait for my OK. Never put an API key in a command or in a file I would commit; ask me where it should come from.

Read the install guide the agent follows

Other MCP clients

Add this to your client's mcpServers config.

{
  "mcpServers": {
    "lotlytics-us-real-estate-market-data-inv": {
      "type": "http",
      "url": "https://lotlytics-mcp-production.up.railway.app/mcp"
    }
  }
}

README

Lotlytics MCP Server

Real estate market data for any MCP-compatible AI assistant — Claude, Cursor, Windsurf, and more.

Ask your AI questions like:

  • "Is Nashville a good market to invest in right now?"
  • "Compare Austin vs Charlotte for rental investing"
  • "Find markets in Texas under $300k with yield above 5%"
  • "What's the investment health score for Phoenix AZ?"

Quick Start — Free, No Account Needed

Add to your Claude Desktop config:

Mac: ~/Library/Application Support/Claude/claude_desktop_config.json
Windows: %APPDATA%\Claude\claude_desktop_config.json

json
{  "mcpServers": {    "lotlytics": {      "type": "streamable-http",      "url": "https://lotlytics-mcp-production.up.railway.app/mcp"    }  }}

Restart Claude Desktop. Look for the 🔌 plugin icon. Done.


Premium — Investor Plan (All 895 Markets)

Same URL, just add your API key as a header:

json
{  "mcpServers": {    "lotlytics": {      "type": "streamable-http",      "url": "https://lotlytics-mcp-production.up.railway.app/mcp",      "headers": {        "X-API-Key": "YOUR_API_KEY"      }    }  }}

Get your API key at lotlytics.us/settings/api-keys after upgrading to Investor ($79/mo).


Free vs Premium

FreePremium (Investor $79/mo)
API key requiredNoYes (X-API-Key header)
MarketsTop 50 US metrosAll 895 US metros
Requests/day20 per IP1,000 per key

Tools

Free tier (top 50 markets, no key needed)

ToolDescription
get_market_healthInvestment health score (1–10) with key signals
get_market_summaryPrices, appreciation, rental yield, mortgage estimate, momentum
list_marketsList available markets, filterable by state

Premium tier (all 895 markets, requires X-API-Key)

ToolDescription
get_market_summaryEverything above + HUD Fair Market Rents, percentile rankings, full migration data
compare_marketsSide-by-side comparison of two cities across 10+ metrics
search_marketsFilter 895 markets by price, yield, appreciation, affordability

Running Locally

bash
git clone https://github.com/daejung83/lotlytics-mcpcd lotlytics-mcppip install -r requirements.txtpython server.py --transport streamable-http --port 8080

Or use the hosted endpoint above — no local setup needed.


Links


License

MIT

Source: README.md at commit 1cad63e

Tools

5

get_market_summary

Market summary for a US city

Full market report for one US city or metro. Example: city='Austin', state='TX' returns Austin's median price, appreciation, rental yield, momentum and migration.

Parameterscityrequiredstaterequired

list_markets

List available markets

List the US markets this server can report on, optionally filtered to one state. Example: state='TX'

Parametersstate

get_market_health

Investment health score (1-10)

Investment health score (1-10) for a US market, with a label (Strong Buy / Favorable / Neutral / Caution / Avoid) and the signals behind it. Example: city='Tampa', state='FL'

Parameterscityrequiredstaterequired

compare_markets

Compare two markets head-to-head

Compare two US markets side by side, with a winner marked on price, yield and appreciation. Requires API key (Investor plan) — https://www.lotlytics.us/pricing ; key at https://www.lotlytics.us/settings/api-keys Example: city_a='Austin', state_a='TX', city_b='Nashville', state_b='TN'

Parameterscity_arequiredcity_brequiredstate_arequiredstate_brequired

search_markets

Search markets by investment criteria

Rank US markets by investment criteria; no filters returns the top-ranked markets nationally. Requires API key (Investor plan) — https://www.lotlytics.us/pricing ; key at https://www.lotlytics.us/settings/api-keys Example: state='TX', max_price=300000, min_rental_yield=6

Parameterslimitstatemax_pricemin_appreciationmin_rental_yieldmax_price_to_income

Version history

1
  1. v1.0.0LatestSep 16, 2026

Score

100% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

  • Reached in the last 30 daysRequired25 pts
  • Auth declaredRequired10 pts
  • Tools listedRequired15 pts
  • DescriptionRequired15 pts
  • Logo10 pts
  • Documentation15 pts
  • License10 pts