AGENT PRO AI INTEGRATIONS (MCP)

Connect BarrioRadar to Your AI Assistant

Prepare property descriptions, research neighbourhoods and support buyers with verified Spanish location scores, schools, transport, housing market statistics and environmental information directly inside Claude, ChatGPT and compatible AI tools.

Included with Agent Pro for verified estate agencies. Also available on approved partner trials.

What Can You Do With It?

Instead of copying figures between tabs or relying on generic AI guesses, your assistant retrieves official Spanish location facts directly from BarrioRadar while you work.

1. Prepare Property Descriptions with Verified Neighbourhood Facts

Draft accurate listing copy and buyer emails anchored in real walking accessibility scores, nearby schools, public transport stops and scheduled frequencies around the address.

"Resolve Calle Serrano 50, Madrid and draft a concise neighbourhood summary highlighting the Location Score, nearest metro stops and international schools within 1.5 km."

2. Compare Locations for Relocating Buyers

Compare up to 3 Spanish addresses or neighbourhoods side by side using 7-category location scores, school inventories, public transport access and supplementary flood and noise assessments.

"Compare Playa de San Juan (Alicante) and El Campello for a family prioritising primary schools, TRAM commuter rail frequencies and mapped flood hazard."

3. Research Official Sales Trends & Notarised Prices

Prepare vendor valuation briefings and investor updates using official municipal transaction volumes, historical notarised sale prices (EUR/m2), mortgage statistics, Euribor and ECB exchange rates.

"Retrieve the historical notarised sale prices and recent quarterly sales volume trends for Marbella, plus the latest 12-month Euribor and GBP/EUR exchange rate."
Verified data vs. AI-generated text: BarrioRadar supplies structured, source-attributed figures from official Spanish public registries (IGN CartoCiudad, MEFP, GTFS, MIVAU, INE/Notariado, MITECO and Banco de Espana). Your AI assistant uses those verified facts to answer your questions or draft text in your chosen language and tone.

What Data Is Available?

Connected AI assistants can query 11 structured tools across five location and market categories covering mainland Spain, the Balearic Islands and the Canary Islands.

Locations & Neighbourhood Scores

Resolve Spanish street addresses, postal codes, coordinates or Google Maps links to verified coordinates and administrative boundaries. Retrieve the 0-100 V3 Location Score, letter grade, municipal percentile ranking and side-by-side comparisons for up to 3 locations.

resolve_location get_location_scores compare_locations

Schools, Transport & Everyday Amenities

Inspect nearby accredited public, concertado and private non-university schools from the official Education Ministry registry (100m-2,000m radius), nearby bus, metro, tram and commuter rail stops (200m-1,500m radius) with scheduled peak frequencies, and all 7 walkable amenity categories (Healthcare, Public Transit, Education, Groceries, Green Spaces, Dining & Cafes and Cycling).

get_nearby_schools get_transit_access get_location_scores

Property Sales & Market Statistics

Query official MIVAU municipal residential sales transaction volume trends (quarterly and rolling 12-month sales counts, YoY/5y/10y changes and new-build vs. resale split) alongside INE Indicadores Urbanos (Op. 10) / Consejo General del Notariado historical completed-sale prices (2010-2025) in EUR/useful m2 and average total EUR across 524 sub-city districts and 432 municipalities.

get_sales_trends get_historical_sale_prices

Supplementary Environmental Assessments

Check official river and coastal flood hazard zones (10-year, 50-year, 100-year and 500-year return periods plus geomorphological susceptibility from MITECO SNCZI and regional cartography) and strategic outdoor environmental noise levels (Lden and Lnight in dB(A) across road, rail, airport and industrial sources). Flood risk and noise are supplementary due-diligence assessments and are not components of the V3 Location Score.

get_environmental_risks

Mortgage, Interest-Rate & Currency Information

Retrieve official INE provincial and national residential mortgage origination trends (monthly and rolling 12-month loan counts, total capital lent, average loan capital and national fixed vs. variable interest-rate share), Banco de Espana national mortgage interest rates (effective contracted TEDR on new housing loans, 12-month Euribor, TEDR excluding renegotiations, IRPH and TEDR-Euribor spread) and European Central Bank daily reference GBP/EUR and EUR/GBP exchange rates across 30-day, 90-day and 1-year horizons with optional GBP property budget conversion to EUR.

get_mortgage_trends get_interest_rates get_exchange_rates

How the V3 Location Score Is Calculated

The 0-100 BarrioRadar V3 Location Score evaluates 7 everyday walkable categories (Healthcare, Public Transit, Education, Groceries, Green Spaces, Dining & Cafes and Cycling). Flood hazard and environmental noise are always reported as separate supplementary assessments with 0% impact on the score.

Scope of MCP vs. Full Web & PDF Reports

The MCP server provides neighbourhood and market data from the 11 tools above. It does not provide individual property valuations, rental price benchmarks (SERPAVI), census household income or holiday-rental concentration - those datasets are available in BarrioRadar's 14-page and 19-page web and PDF Location Reports.

Compatible AI Assistants

Connect BarrioRadar's remote MCP server (https://mcp.barrioradar.com/mcp) using one-click OAuth 2.1 browser sign-in or a personal API key.

Claude (Web & Desktop)

OAuth 2.1 Connector

Add BarrioRadar as a custom connector in Claude under Settings > Connectors using https://mcp.barrioradar.com/mcp and sign in with your BarrioRadar account. Works across Claude on the web and Claude Desktop.

No API key or local configuration files required.

ChatGPT (Web & Desktop)

OAuth 2.1 Connector

Connect via Settings > Connectors (with Developer Mode enabled under Connectors > Advanced) using https://mcp.barrioradar.com/mcp and OAuth sign-in.

Requires a ChatGPT plan that supports custom MCP connectors (Plus, Pro, Business, Enterprise or Edu).

Google Antigravity

OAuth or API Key

Add https://mcp.barrioradar.com/mcp to your mcp_config.json configuration in Google Antigravity IDE to query Spanish neighbourhood and market intelligence inside agentic research workflows.

Supports both OAuth 2.1 discovery and Bearer API key authentication.

Gemini CLI & Developer Environments

HTTP Transport + API Key

Connect from Gemini CLI (gemini mcp add --transport http), Gemini Developer Mode (gemini.google.com/devmode) or any MCP-compatible client supporting Streamable HTTP and Bearer tokens.

Note: Standard consumer Gemini web chat (gemini.google.com) does not support custom third-party MCP server URLs.

How to Connect

Connect your AI assistant in three steps.

1

Subscribe to Agent Pro

Choose Agent Pro Monthly (€49 + IVA/month) or Annual (€490 + IVA/year). Your branded 19-page reports, Client Dossiers and website widgets activate immediately.

2

Complete Estate Agency Verification

Confirm your agency details to enable direct MCP access. Approved partner trial accounts (such as API Alicante members) are verified automatically when their trial is approved.

3

Open AI Integrations & Connect

Open the AI Integrations tab in your Client Dossiers workspace to follow step-by-step connection guides for Claude, ChatGPT, Antigravity or Gemini CLI, or generate an API key.

Already an Agent Pro subscriber or approved partner trial member?

Open your AI Integrations dashboard for connection instructions, API key management and usage information.

Questions About AI Integrations

Practical answers on how BarrioRadar connects to AI assistants for verified estate agencies.

What is MCP?
The Model Context Protocol (MCP) is an open standard that lets AI assistants such as Claude, ChatGPT, Google Antigravity and Gemini CLI securely query external data sources. Instead of relying on general training memory, your AI assistant can retrieve live, verified Spanish location data directly from BarrioRadar.
Does AI integration cost extra?
No. MCP access is included at no extra charge with an active BarrioRadar Agent Pro subscription (€49 + IVA/month or €490 + IVA/year) once estate agency verification is completed. It is also included in approved partner trials such as API Alicante. Individual consumer report packs do not include MCP access.
Which AI assistants are supported?
BarrioRadar supports Claude (Web and Desktop via Settings > Connectors), ChatGPT (Web and Desktop on Plus, Pro, Business, Enterprise and Edu plans via Developer Mode Connectors), Google Antigravity IDE and Gemini CLI or Gemini Developer Mode.
Is estate agency verification required?
Yes. While Agent Pro reports, Client Dossiers and website widgets activate immediately after checkout, direct MCP server access requires estate agency verification to protect official dataset licensing and prevent automated scraping. Approved partner trial accounts (such as API Alicante) are verified during trial approval.
Do I need to create an API key?
Not for Claude or ChatGPT. Both connect directly using OAuth 2.1 browser sign-in with your BarrioRadar email and password. Personal API keys (br_live_...) are also available in your AI Integrations dashboard for command-line and developer environments such as Google Antigravity and Gemini CLI.
What data is available through the MCP server?
The MCP server provides 11 tools covering Spanish address resolution, 0-100 V3 Location Scores across 7 walkable amenity categories, side-by-side comparisons for 2 or 3 locations, nearby registered schools (100m-2,000m), public transport stops and frequencies (200m-1,500m), MIVAU municipal sales transaction volume trends, historical INE / Notariado completed-sale prices (2010-2025 in EUR/useful m2 and average total EUR), supplementary flood and environmental noise assessments, INE provincial and national mortgage origination trends, Banco de Espana mortgage interest rates (TEDR, 12-month Euribor and IRPH) and ECB daily GBP/EUR and EUR/GBP reference exchange rates.