HTAG Property Intelligence MCP

by htag-analytics

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About

Public HTAG MCP connectors for Australian property intelligence, H3 spatial intelligence, and capability discovery — 70+ read-only tools over Streamable HTTP.

Details

Author
htag-analytics
Categories
Finance, Other, API

Setup

Install HTAG Property Intelligence MCP in your MCP client (Claude Desktop, Cursor, Windsurf, and others).

Repository: https://github.com/htag-analytics/htag-mcp

Follow the installation instructions in the repository README, then restart your MCP client.

What can you do with HTAG Property Intelligence MCP?

- Standardise and enrich an address— Resolve a free-text Australian address to its canonical form and pull a property summary with demographics.
- Get price and rent estimates— Retrieve current value and rental estimates for a property along with suburb-level market context.
- Search comparable sales and rentals— Query sold or rented listings by location, property attributes, and time window for benchmarking.
- Profile a suburb, LGA, or postcode— Combine market metrics, demographics, census data, and economic indicators for a single locality.
- Query H3 spatial layers— Pull hex-indexed price, rent, yield, risk, and socio-environmental surfaces, and convert between H3 cells and boundaries.
- Discover available tools at runtime— List MCP servers, tools, and REST endpoints via the publichtag-docsconnector with no authentication.

HTAG Property Intelligence MCP gives AI agents read-only access to Australian property intelligence: address standardisation, property summaries and estimates, sold/rented listing search, suburb/LGA market metrics, demographics, economics, geographic concordance, and H3 spatial layers.

This repository publishes the metadata for HTAG's public Model Context Protocol (MCP) servers -70+ read-only public toolsacross three connectors - so they can be discovered, evaluated, and configured by AI clients, MCP directories, and integration partners.

- Standardise and enrich an address.Resolve free-text Australian addresses to canonical form, then pull property summary, demographics, and environment for that location.
- Estimate value and rent.Get current price and rent estimates for a property, plus market context (growth, scores, trends) for its suburb or LGA.
- Search comparable sales and rentals.Query sold and rented listings filtered by location, attributes, and time window to support comps and rental benchmarking.
- Profile a suburb, LGA, or postcode.Combine market metrics, demographics, census medians, and economic indicators (CPI, cash rate) for a single locality view.
- Reason over spatial layers.Pull H3 hex-indexed price/rent/yield surfaces, socio-environmental indicators, and risk layers; convert between H3 cells and administrative boundaries.
- Discover capabilities at runtime.List available MCP servers, tools, REST endpoints, and micro-agents via the public Docs connector - no credentials required.

All connectors useStreamable HTTPtransport.

Read-only property intelligence tools covering address standardisation, property summaries and estimates, sold/rented listing search, suburb and LGA market metrics, market trends, demographics, economics, and geographic concordance across HTAG's property dataset.

Read-only H3 spatial tools for hex-indexed price, rent and yield surfaces, socio-environmental indicators, risk layers, H3 geometry and resolution utilities, and H3-to-administrative concordance.

Public capability-discovery connector for listing HTAG MCP servers and their tools, REST API endpoints and OpenAPI operations, and micro-agents. No authentication required.

All endpoints accept MCP requests over HTTPS using Streamable HTTP:

https://api.htagai.com/mcp/v1/servers/htag/mcp https://api.htagai.com/mcp/v1/servers/htag-spatial/mcp https://api.htagai.com/mcp/v1/servers/htag-docs/mcp

- OAuth 2.0- recommended for end-user / interactive agents. Authorization server metadata is discovered directly from each MCP URL; clients that support Dynamic Client Registration with authorization-code + PKCE can sign the user in without any pre-created OAuth client or API key.
- x-api-keyheader- optional alternate for server-to-server / headless agents. Issue keys from theDeveloper Portaland pass as a request header.
- Public- HTAG Docs requires no credentials.

Never commit API keys to client config files in source control. Store them in your client's secrets store or environment variables.

- Public-only scope.This repo documents the three connectors that are safe to expose externally (Intelligence, Spatial, Docs). Internal / non-public connectors are intentionally omitted from this listing.
- Read-only.All connectors are read-only; no HTAG data is mutated by these MCP servers.
- HTTPS only.Requests and responses traverse HTTPS only.
- No pre-provisioning for interactive clients.OAuth 2.0 metadata is discovered directly from the MCP URL and supports Dynamic Client Registration with authorization-code + PKCE, so MCP-capable clients can complete sign-in without a pre-created OAuth client or API key. API keys remain an optional alternate for headless use and are issued from the HTAG Developer Portal; never commit them to MCP client config in source control.
- Metadata only.This is a metadata repository - no server source code, per-tool schemas, or operational details are published here. Live tool inventories are authoritative via each server'stools/listresponse and the
API reference.
- Identity and audit.API keys identify the caller for rate limiting, quota, and audit; rotate keys via the Developer Portal.
- Terms.For acceptable use, data retention, and redistribution of property data, see the Developer Portal.

- Internal / non-public HTAG connectors.
- Per-tool input/output schemas - see livetools/listresponses or the
API reference.
- Internal routing, infrastructure, and implementation details.

- Developer Portal -https://developer.htagai.com
- MCP setup hub -
https://developer.htagai.com/agents-mcp
- API reference -
https://developer.htagai.com/api-reference
- Support -
copilot@htag.com.au
- Security disclosures - see
SECURITY.md

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