htag-mcp
HtAG Public MCP Metadata
Documentation
HTAG Property Intelligence MCP
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 tools across three connectors - so they can be discovered, evaluated, and configured by AI clients, MCP directories, and integration partners.
What agents can do with this
- 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.
Connectors
| Connector | Registry name | Endpoint | Tools | Auth |
|---|---|---|---|---|
| HTAG Intelligence | `com.htagai/htag-intelligence` | `https://api.htagai.com/mcp/v1/servers/htag/mcp` | 59 read-only | OAuth 2.0 or `x-api-key` |
| HTAG Spatial | `com.htagai/htag-spatial` | `https://api.htagai.com/mcp/v1/servers/htag-spatial/mcp` | 6 read-only | OAuth 2.0 or `x-api-key` |
| HTAG Docs | `com.htagai/htag-docs` | `https://api.htagai.com/mcp/v1/servers/htag-docs/mcp` | 5 read-only | Public (no auth) |
All connectors use Streamable HTTP transport.
HTAG Intelligence
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.
HTAG Spatial
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.
HTAG Docs
Public capability-discovery connector for listing HTAG MCP servers and their tools, REST API endpoints and OpenAPI operations, and micro-agents. No authentication required.
Endpoints
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/mcpAuthentication
- 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-key` header - optional alternate for server-to-server / headless agents. Issue keys from the Developer Portal and 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.
Scope & Security
- 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's `tools/list` response 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.
Not Included in This Public Listing
- Internal / non-public HTAG connectors.
- Per-tool input/output schemas - see live `tools/list` responses or the API reference.
- Internal routing, infrastructure, and implementation details.
Links
- 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
License
MIT (c) HTAG Analytics
Frequently asked questions
What is htag-mcp?
htag-mcp is HtAG Public MCP Metadata
How do I install htag-mcp?
Open the GitHub repository and follow its README. Most MCP servers are added to your client's MCP config, then called by your agent.
Is htag-mcp open source?
Yes — it is hosted on GitHub at https://github.com/HtaG-Analytics/htag-mcp.
Related MCP tools
Model Context Protocol Servers
Pre-indexed code knowledge graph, auto syncs on code changes, for Claude Code, Codex, Gemini, Cursor, OpenCode, AntiGravity, Kiro, CoPilot, and Hermes Agent — fewer tokens, fewer tool calls, 100% local
an open source, extensible AI agent that goes beyond code suggestions - install, execute, edit, and test with any LLM
The easy-to-use open source Business Intelligence and Embedded Analytics tool that lets everyone work with data :bar_chart:
The Open-Source Multimodal AI Agent Stack: Connecting Cutting-Edge AI Models and Agent Infra
Cognee is the open-source AI memory platform for agents. Give your AI agents persistent long-term memory across sessions with a self-hosted knowledge graph engine.
Run your own MCP server? See who uses it and what to fix.
Measure it with TrackMCP