Lotlytics — US Real Estate Market Data & Investment Analytics
US real estate market data for AI agents: prices, yields, forecasts and scores for 894 markets.
我該用這個嗎
品質與安全性
發現項目（2）
- LOWTool 'get_market_summary' description lacks action verb在 get_market_summary 中
- LOWTool 'get_market_health' description lacks action verb在 get_market_health 中
根據工具定義與協定合規性的自動化分析。
上下文成本
這是每次將伺服器的工具載入模型上下文時所消耗的約略 token 數量。數量越高，可用於其他工作的注意力就越少。
安裝
一鍵安裝
將以下內容加入你的 `claude_desktop_config.json` 檔案：
{
"mcpServers": {
"lotlytics-mcp": {
"url": "https://lotlytics-mcp-production.up.railway.app/mcp"
}
}
}遠端端點
https://lotlytics-mcp-production.up.railway.app/mcpstreamable-http它能做什麼
工具清單
工具（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.
輸入結構描述
{
"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"
}輸出結構描述
{
"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'
輸入結構描述
{
"type": "object",
"properties": {
"state": {
"default": "",
"description": "Optional state filter, e.g. 'TX'. Omit for every available market.",
"title": "State",
"type": "string"
}
},
"title": "list_marketsArguments"
}輸出結構描述
{
"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'
輸入結構描述
{
"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"
}輸出結構描述
{
"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'
輸入結構描述
{
"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"
}輸出結構描述
{
"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
輸入結構描述
{
"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"
}輸出結構描述
{
"type": "object",
"properties": {
"result": {
"title": "Result",
"type": "string"
}
},
"required": [
"result"
],
"title": "search_marketsOutput"
}建議的提示詞
search_marketssearch_marketsget_market_summaryget_market_summarylist_markets社群
證據