Sydney-based property intelligence platform HTAG Analytics has announced a significant technological milestone, becoming the first proptech company in Australia to deploy native Model Context Protocol (MCP) integrations. This development allows AI agents, specifically Anthropic’s Claude and Perplexity AI, to query live Australian property market data directly within user workflows. By implementing this open standard, HTAG Analytics aims to eliminate the friction typically associated with manual data extraction and multi-platform property research.
HTAG Analytics is the first Australian proptech to launch native MCP integrations with Claude and Perplexity AI.
The HTAG Intelligence MCP Connector allows AI agents to access live property data without manual API calls.
Users can perform real-time queries on market cycles, RCS scores, and supply trends via conversational AI.
The integration covers over 40 live metrics across approximately 5,000 Australian suburbs.
Proprietary Relative Composite Score (RCS) and Growth Rate Cycle (GRC) indicators are now natively accessible.
The solution is designed to reduce property research time from hours to seconds for buyers agents and investors.
The HTAG Intelligence MCP Connector utilizes an open standard that connects AI agents directly to external data services. This eliminates the need for users to copy-paste data or navigate separate dashboards. By publishing an MCP-compliant server, HTAG has made its entire dataset—including market scores, supply-demand analytics, and risk fundamentals—interpretable by AI. This allows for complex natural language queries, such as comparing stock-on-market trends between specific Victorian suburbs or identifying high-yield areas with low vacancy rates.
The integration is powered by the HTAG Intelligence API, which features 34 endpoints categorized into five core areas. Key metrics include the Relative Composite Score (RCS), which evaluates capital growth and risk, and the Growth Rate Cycle (GRC) indicator, which identifies price momentum turning points. Additionally, the connector provides access to socio-economic deciles (IRSAD), flood and bushfire risk indices, and individual property valuations. HTAG’s methodology prioritizes accuracy by using a proprietary price model that controls for compositional bias, offering more current yield calculations than traditional rolling medians.
For buyers agents and property investors, this integration represents a shift toward an "AI-native" operating system for real estate. Mat Djolic, Founder of HTAG Analytics, noted that the primary bottleneck in research is the time required to compile and interpret data from fragmented sources. By making the HTAG Intelligence layer accessible inside leading AI platforms, the company is streamlining the decision-making process. Technical users can access the HTAG Developer Portal to utilize tools such as "match_brief," which returns ranked suburb shortlists based on natural language investment briefs.
The HTAG Intelligence MCP Connector and Developer API access is available via the HTAG Developer Portal at developer.htagai.com. MCP connector setup guides for Claude and Perplexity are obtained through dev@htag.com.au.
HTAG Analytics (ACN 622 716 492) is Australia's leading independent property intelligence platform, providing suburb-level market data, composite investment scoring, and AI-powered research tools to buyers agents, property investors, and proptech developers. HTAG's dataset covers approximately 5,000 Australian suburbs across 34 API endpoints, with metrics spanning market cycles, supply and demand dynamics, fundamentals, risk, and individual property valuations. HTAG is headquartered in Sydney, New South Wales.
TechIntelPro empowers B2B technology decision-makers with the latest industry trends, deep insights, leadership perspectives and actionable intelligence to drive both organizational and professional milestones—and thrive on the tech pulse.