Lotlytics — US Real Estate Market Data & Investment Analytics
US real estate market data for AI agents: prices, yields, forecasts and scores for 894 markets.
使うべきか
品質と安全性
検出事項（2）
- LOWTool 'get_market_summary' description lacks action verbget_market_summary 内
- LOWTool 'get_market_health' description lacks action verbget_market_health 内
ツール定義とプロトコルへの準拠に関する自動分析に基づいています。
コンテキストコスト
これは、サーバーのツールがモデルのコンテキストに読み込まれるたびに消費されるおおよそのトークン数です。数が多いほど、ほかのタスクに使える注意が減ります。
インストール
ワンクリックインストール
これを `claude_desktop_config.json` ファイルに追加してください:
{
"mcpServers": {
"lotlytics-mcp": {
"url": "https://lotlytics-mcp-production.up.railway.app/mcp"
}
}
}リモートエンドポイント
https://lotlytics-mcp-production.up.railway.app/mcpstreamable-httpできること
ツール一覧
ツール（5）
🟢get_market_summary(city, state)
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.
入力スキーマ
{
"type": "object",
"properties": {
"city": {
"description": "City or metro, e.g. 'Austin'. Case-insensitive.",
"title": "City",
"type": "string"
},
"state": {
"description": "US state, 2-letter or full, e.g. 'TX'. Required — city names repeat.",
"title": "State",
"type": "string"
}
},
"required": [
"city",
"state"
],
"title": "get_market_summaryArguments"
}出力スキーマ
{
"type": "object",
"properties": {
"result": {
"title": "Result",
"type": "string"
}
},
"required": [
"result"
],
"title": "get_market_summaryOutput"
}🟢list_markets(state)
List the US markets this server can report on, optionally filtered to one state. Example: state='TX'
入力スキーマ
{
"type": "object",
"properties": {
"state": {
"default": "",
"description": "Optional state filter, e.g. 'TX'. Omit for every available market.",
"title": "State",
"type": "string"
}
},
"title": "list_marketsArguments"
}出力スキーマ
{
"type": "object",
"properties": {
"result": {
"title": "Result",
"type": "string"
}
},
"required": [
"result"
],
"title": "list_marketsOutput"
}🟢get_market_health(city, state)
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'
入力スキーマ
{
"type": "object",
"properties": {
"city": {
"description": "City or metro, e.g. 'Tampa'. Case-insensitive.",
"title": "City",
"type": "string"
},
"state": {
"description": "US state, 2-letter or full, e.g. 'FL'. Required — city names repeat.",
"title": "State",
"type": "string"
}
},
"required": [
"city",
"state"
],
"title": "get_market_healthArguments"
}出力スキーマ
{
"type": "object",
"properties": {
"result": {
"title": "Result",
"type": "string"
}
},
"required": [
"result"
],
"title": "get_market_healthOutput"
}🟢compare_markets(city_a, state_a, city_b, state_b)
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'
入力スキーマ
{
"type": "object",
"properties": {
"city_a": {
"description": "First city or metro, e.g. 'Austin'.",
"title": "City A",
"type": "string"
},
"state_a": {
"description": "State of the FIRST city, e.g. 'TX'.",
"title": "State A",
"type": "string"
},
"city_b": {
"description": "Second city or metro, e.g. 'Nashville'.",
"title": "City B",
"type": "string"
},
"state_b": {
"description": "State of the SECOND city, e.g. 'TN'.",
"title": "State B",
"type": "string"
}
},
"required": [
"city_a",
"state_a",
"city_b",
"state_b"
],
"title": "compare_marketsArguments"
}出力スキーマ
{
"type": "object",
"properties": {
"result": {
"title": "Result",
"type": "string"
}
},
"required": [
"result"
],
"title": "compare_marketsOutput"
}🟢search_markets(state, max_price, min_appreciation, min_rental_yield, max_price_to_income, ...)
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
入力スキーマ
{
"type": "object",
"properties": {
"state": {
"default": "",
"description": "Optional state filter, e.g. 'TX'. Omit = national, which samples only the first 20 markets.",
"title": "State",
"type": "string"
},
"max_price": {
"default": 0,
"description": "Max median price in dollars, e.g. 300000. 0 = no cap.",
"title": "Max Price",
"type": "number"
},
"min_appreciation": {
"default": -999,
"description": "Min YoY appreciation %, e.g. 3. Negatives allowed; -999 = no floor.",
"title": "Min Appreciation",
"type": "number"
},
"min_rental_yield": {
"default": 0,
"description": "Min gross rental yield %, e.g. 6. 0 = no floor.",
"title": "Min Rental Yield",
"type": "number"
},
"max_price_to_income": {
"default": 999,
"description": "Max price-to-income ratio, e.g. 4.5. 999 = no cap.",
"title": "Max Price To Income",
"type": "number"
},
"limit": {
"default": 10,
"description": "Markets to return, 1-25 (clamped). Default 10.",
"title": "Limit",
"type": "integer"
}
},
"title": "search_marketsArguments"
}出力スキーマ
{
"type": "object",
"properties": {
"result": {
"title": "Result",
"type": "string"
}
},
"required": [
"result"
],
"title": "search_marketsOutput"
}推奨プロンプト
search_marketssearch_marketsget_market_summaryget_market_summarylist_marketsコミュニティ
エビデンス