Lotlytics — US Real Estate Market Data & Investment Analytics

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

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Qualität und Sicherheit

A
Qualität der Beschreibung
88%
Vollständigkeit des Schemas
96%
Qualität der Benennung
96%
Risiko der Vergiftung
100%
Übereinstimmung der Berechtigungen
100%
Einhaltung des Protokolls
100%

Befunde (2)

  • LOWTool 'get_market_summary' description lacks action verbin get_market_summary
  • LOWTool 'get_market_health' description lacks action verbin get_market_health

Basierend auf einer automatisierten Analyse der Tool-Definitionen und der Einhaltung des Protokolls.

Kontextkosten

~1,224Tokens (Tool-Definitionen)
~1.7 KBTypische Antwortgröße
Mittlere Auswirkung auf die Aufmerksamkeit (0.96% von 128k Kontext)

Dies ist die ungefähre Anzahl der Tokens, die jedes Mal verbraucht werden, wenn die Tools des Servers in den Kontext eines Modells geladen werden. Höhere Werte verringern die Aufmerksamkeit, die für andere Aufgaben verfügbar ist.

Installieren

Installation mit einem Klick

Fügen Sie dies Ihrer Datei `claude_desktop_config.json` hinzu:

{
  "mcpServers": {
    "lotlytics-mcp": {
      "url": "https://lotlytics-mcp-production.up.railway.app/mcp"
    }
  }
}

Remote-Endpunkte

https://lotlytics-mcp-production.up.railway.app/mcpstreamable-http

Was es kann

Tool-Inventar

Tools (5)

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🟢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.

Eingabe-Schema

{
  "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"
}

Ausgabe-Schema

{
  "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'

Eingabe-Schema

{
  "type": "object",
  "properties": {
    "state": {
      "default": "",
      "description": "Optional state filter, e.g. 'TX'. Omit for every available market.",
      "title": "State",
      "type": "string"
    }
  },
  "title": "list_marketsArguments"
}

Ausgabe-Schema

{
  "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'

Eingabe-Schema

{
  "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"
}

Ausgabe-Schema

{
  "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'

Eingabe-Schema

{
  "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"
}

Ausgabe-Schema

{
  "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

Eingabe-Schema

{
  "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"
}

Ausgabe-Schema

{
  "type": "object",
  "properties": {
    "result": {
      "title": "Result",
      "type": "string"
    }
  },
  "required": [
    "result"
  ],
  "title": "search_marketsOutput"
}

Empfohlene Prompts

search_research
Search for information about [topic] using Lotlytics — US Real Estate Market Data & Investment Analytics
Erwartete Tools: search_markets
find_specific
Find [specific item] using Lotlytics — US Real Estate Market Data & Investment Analytics
Erwartete Tools: search_markets
retrieve_data
Get details about [item] from Lotlytics — US Real Estate Market Data & Investment Analytics
Erwartete Tools: get_market_summary
fetch_info
Fetch [information type] using Lotlytics — US Real Estate Market Data & Investment Analytics
Erwartete Tools: get_market_summary
list_items
List all [items] available in Lotlytics — US Real Estate Market Data & Investment Analytics
Erwartete Tools: list_markets

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