Idealista (Real Estate) MCP Server for LlamaIndex 5 tools — connect in under 2 minutes
LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add Idealista (Real Estate) as an MCP tool provider through the Vinkius and your agents can query, analyze, and act on live data alongside your existing indexes.
ASK AI ABOUT THIS MCP SERVER
Vinkius supports streamable HTTP and SSE.
import asyncio
from llama_index.tools.mcp import BasicMCPClient, McpToolSpec
from llama_index.core.agent.workflow import FunctionAgent
from llama_index.llms.openai import OpenAI
async def main():
# Your Vinkius token — get it at cloud.vinkius.com
mcp_client = BasicMCPClient("https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp")
mcp_tool_spec = McpToolSpec(client=mcp_client)
tools = await mcp_tool_spec.to_tool_list_async()
agent = FunctionAgent(
tools=tools,
llm=OpenAI(model="gpt-4o"),
system_prompt=(
"You are an assistant with access to Idealista (Real Estate). "
"You have 5 tools available."
),
)
response = await agent.run(
"What tools are available in Idealista (Real Estate)?"
)
print(response)
asyncio.run(main())
* Every MCP server runs on Vinkius-managed infrastructure inside AWS - a purpose-built runtime with per-request V8 isolates, Ed25519 signed audit chains, and sub-40ms cold starts optimized for native MCP execution. See our infrastructure
About Idealista (Real Estate) MCP Server
Connect your Idealista developer account to any AI agent and take full control of your real estate searches and market analysis through natural conversation.
LlamaIndex agents combine Idealista (Real Estate) tool responses with indexed documents for comprehensive, grounded answers. Connect 5 tools through the Vinkius and query live data alongside vector stores and SQL databases in a single turn — ideal for hybrid search, data enrichment, and analytical workflows.
What you can do
- Geo-Spatial Search — Find properties using precise GPS coordinates and a search radius, filtering by price and size directly from your agent
- Residential Sales — Search for homes and apartments for sale in specific zones (location_id) with filters for minimum rooms and maximum price
- Rental Market — Access updated rental listings to find houses or apartments available for lease in your target areas
- Commercial Premises — Discover commercial real estate opportunities, including offices and warehouses, for sale or rent
- New Developments — Explore residential projects under construction or recently finished to stay ahead of the market
- Multi-Country Support — Seamlessly navigate real estate markets across Spain (es), Italy (it), and Portugal (pt)
The Idealista (Real Estate) MCP Server exposes 5 tools through the Vinkius. Connect it to LlamaIndex in under two minutes — no API keys to rotate, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.
How to Connect Idealista (Real Estate) to LlamaIndex via MCP
Follow these steps to integrate the Idealista (Real Estate) MCP Server with LlamaIndex.
Install dependencies
Run pip install llama-index-tools-mcp llama-index-llms-openai
Replace the token
Replace [YOUR_TOKEN_HERE] with your Vinkius token
Run the agent
Save to agent.py and run: python agent.py
Explore tools
The agent discovers 5 tools from Idealista (Real Estate)
Why Use LlamaIndex with the Idealista (Real Estate) MCP Server
LlamaIndex provides unique advantages when paired with Idealista (Real Estate) through the Model Context Protocol.
Data-first architecture: LlamaIndex agents combine Idealista (Real Estate) tool responses with indexed documents for comprehensive, grounded answers
Query pipeline framework lets you chain Idealista (Real Estate) tool calls with transformations, filters, and re-rankers in a typed pipeline
Multi-source reasoning: agents can query Idealista (Real Estate), a vector store, and a SQL database in a single turn and synthesize results
Observability integrations show exactly what Idealista (Real Estate) tools were called, what data was returned, and how it influenced the final answer
Idealista (Real Estate) + LlamaIndex Use Cases
Practical scenarios where LlamaIndex combined with the Idealista (Real Estate) MCP Server delivers measurable value.
Hybrid search: combine Idealista (Real Estate) real-time data with embedded document indexes for answers that are both current and comprehensive
Data enrichment: query Idealista (Real Estate) to augment indexed data with live information before generating user-facing responses
Knowledge base agents: build agents that maintain and update knowledge bases by periodically querying Idealista (Real Estate) for fresh data
Analytical workflows: chain Idealista (Real Estate) queries with LlamaIndex's data connectors to build multi-source analytical reports
Idealista (Real Estate) MCP Tools for LlamaIndex (5)
These 5 tools become available when you connect Idealista (Real Estate) to LlamaIndex via MCP:
buscar_inmuebles
Opcionalmente puedes filtrar por precio y tamaño. Buscar inmuebles por coordenadas GPS y radio
locales_comerciales
Por defecto busca en alquiler si no se especifica. Buscar locales comerciales
obra_nueva
Ayuda al usuario a descubrir proyectos residenciales en construcción o recién terminados. Buscar promociones de obra nueva
pisos_alquiler
Muestra resultados actualizados de mercado. Buscar pisos en alquiler
pisos_venta
Utilízalo para encontrar propiedades en venta disponibles para compra. Buscar pisos en venta por zona
Example Prompts for Idealista (Real Estate) in LlamaIndex
Ready-to-use prompts you can give your LlamaIndex agent to start working with Idealista (Real Estate) immediately.
"Search for apartments for rent in Madrid with a maximum price of 1500 euros"
"Find homes for sale near these coordinates: 40.4167,-3.7033 within 1km"
"What are the new developments available in Lisbon?"
Troubleshooting Idealista (Real Estate) MCP Server with LlamaIndex
Common issues when connecting Idealista (Real Estate) to LlamaIndex through the Vinkius, and how to resolve them.
BasicMCPClient not found
pip install llama-index-tools-mcpIdealista (Real Estate) + LlamaIndex FAQ
Common questions about integrating Idealista (Real Estate) MCP Server with LlamaIndex.
How does LlamaIndex connect to MCP servers?
Can I combine MCP tools with vector stores?
Does LlamaIndex support async MCP calls?
Connect Idealista (Real Estate) with your favorite client
Step-by-step setup guides for every MCP-compatible client and framework:
Anthropic's native desktop app for Claude with built-in MCP support.
AI-first code editor with integrated LLM-powered coding assistance.
GitHub Copilot in VS Code with Agent mode and MCP support.
Purpose-built IDE for agentic AI coding workflows.
Autonomous AI coding agent that runs inside VS Code.
Anthropic's agentic CLI for terminal-first development.
Python SDK for building production-grade OpenAI agent workflows.
Google's framework for building production AI agents.
Type-safe agent development for Python with first-class MCP support.
TypeScript toolkit for building AI-powered web applications.
TypeScript-native agent framework for modern web stacks.
Python framework for orchestrating collaborative AI agent crews.
Leading Python framework for composable LLM applications.
Data-aware AI agent framework for structured and unstructured sources.
Microsoft's framework for multi-agent collaborative conversations.
Connect Idealista (Real Estate) to LlamaIndex
Get your token, paste the configuration, and start using 5 tools in under 2 minutes. No API key management needed.