Claude & AI Assistants

Connect Claude to HCMC Real Estate Data

35 MCP tools give Claude Desktop, Cursor, and other MCP clients direct access to HCMC listings, state land-price references, data-trust reports, planning signals, risk checks, and scoped listing chat.

What is MCP?

Model Context Protocol (MCP) is an open standard that lets AI assistants connect directly to external data sources. With bds.chat's MCP server, Claude can search listings, compare prices against NQ 87/2025 state land-price references, check planning/zoning signals, and review risk indicators — grounded in structured data with cited sources.

Setup

Claude Desktop (Local Binary)

1Install the bds-mcp binary from the bds-chat releases.

2Add to your Claude Desktop MCP configuration:

{
  "mcpServers": {
    "bds-chat": {
      "command": "bds-mcp",
      "args": ["--api-url", "https://api.bds.chat"],
      "env": {
        "BDS_API_KEY": "your-api-key-here"
      }
    }
  }
}

Remote Server (HTTP)

For Claude Code, Cursor, and MCP clients that support remote servers:

{
  "mcpServers": {
    "bds-chat": {
      "url": "https://api.bds.chat/mcp",
      "headers": {
        "Authorization": "Bearer your-api-key-here"
      }
    }
  }
}

Available Tools

35 tools across 7 categories. Read-only tools are available on all tiers. Management tools require pro or partner tier.

Search & Discovery

ToolDescription
search_listingsSearch HCMC listings with filters for price, area, district, legal-document status, road access, and property type
get_listing_detailFull listing details: price, area, location, legal-document status, and images
get_trust_reportData-trust report: data coverage, risk signals, and trust grade (A–F)
get_spatial_contextSpatial context: zoning data, administrative boundaries, and nearby features
chat_about_listingAsk a scoped question about a listing, grounded in structured data and cited sources

State Land Prices & Reference Data

ToolDescription
get_gov_land_priceState land-price reference for a street (NQ 87/2025 benchmark, not market valuation)
get_gov_land_price_wardWard-level state land-price summary
get_gov_land_price_districtDistrict-level state land-price summary
compare_gov_land_priceCompare asking price against state land-price reference — ratio and context
check_location_riskLocation risk signals: planning conflicts, road setbacks, and data flags
get_zoningPlanning/zoning data from available source layers
get_zoning_reportDetailed planning report with overlays and road setback data
check_listing_zoningCheck planning/zoning signals for a specific listing
resolve_wardResolve ward reform status (HCMC 312→102 wards, effective 01/07/2025 per NQ 1685)
search_reform_knowledgeSearch ward reform knowledge base
get_legal_refsLegal references for land price, zoning, and construction regulations
get_boundariesAdministrative boundary polygons for HCMC districts and wards
get_boundary_containsFind which district/ward contains a coordinate

Listing Management

Pro/Partner tier required
ToolDescription
create_listingCreate a new listing with property details
update_listingUpdate an existing listing
delete_listingDelete a listing
update_listing_statusChange listing status (active, sold, expired, withdrawn)
batch_upsert_listingsBatch upsert multiple listings (partner tier only)

Documents

Pro/Partner tier required
ToolDescription
submit_documentSubmit legal documents for a listing
get_listing_documentsGet documents associated with a listing
upload_document_imageUpload document images (land title scans, permits)

Auth & Profile

ToolDescription
register_api_keyRegister for an API key
get_profileView your API key profile, tier, and limits
update_profileUpdate profile information
get_usageCheck API usage statistics
rotate_keyRotate your API key

Platform

ToolDescription
get_platform_statsLive platform statistics: listings, districts, data quality
submit_partner_interestExpress interest in becoming a platform partner
get_data_qualityData quality metrics: coverage, freshness, trust grade distribution

Images

ToolDescription
upload_imageUpload a listing photo (returns encrypted image token)

Authentication

Register for an API key through the API or use the register_api_key MCP tool directly. Include your key in the MCP configuration — the server handles authentication automatically.

Free tier: search and read-only reference data
Pro tier: + data-trust reports, listing chat, CRUD, documents
Partner tier: + batch operations, all capabilities

bds.chat is a data intelligence API, not a brokerage or legal advisor. State land-price records are cited reference data, not market valuations. Verify legal status, ownership, planning, and price with the seller and competent authority.