Connects Claude directly to the Australian Business Register's 8M+ entity database. Exposes six tools: ABN/ACN lookup, business name search with state filtering, GST status checks, and structured entity profiles. The standout is research_prospect, which runs Claude against ABR data to generate opportunity assessments with High/Medium/Low scores and specific value propositions tailored to each business type. Requires a free ABR GUID from the Australian government and an Anthropic key only if you use the AI research feature. Built by LJ Digital for Australian B2B prospecting, lead qualification, and market research workflows where you need verified business data and intelligent analysis in one call.
Australian Business Intelligence for AI Agents
Built by LJ Digital — connecting AI agents to real Australian business data.
Gives any MCP-compatible AI agent (Claude, Cursor, Kilo Code, etc.) instant access to the Australian Business Register (ABR) — plus AI-powered business intelligence. Search 8M+ registered Australian entities by name or ABN, get full profiles, check GST status, and get an AI-generated opportunity assessment for any business.
Try the web version: bizintel.ljdigital.com.au
| Tool | Description |
|---|---|
abn_lookup | Look up any ABN → entity name, type, GST status, location |
acn_lookup | Look up a company by ACN (Australian Company Number) |
search_business | Search entities by name (with optional state filter) |
check_gst_status | Check if an ABN is currently GST registered |
get_entity_details | Full entity profile as structured JSON |
research_prospect | AI-powered — full intelligence profile + opportunity assessment (High/Medium/Low score, signals, and specific AI proposition for that business type) |
research_prospect tool only — other tools work without it)git clone https://github.com/ljdigital/au-bizintel-mcp.git
cd au-bizintel-mcp
npm install
Create a .env file:
ABR_GUID=your-abr-guid-here
ANTHROPIC_API_KEY=your-anthropic-key-here # optional, needed for research_prospect
Add to your claude_desktop_config.json:
{
"mcpServers": {
"au-bizintel": {
"command": "node",
"args": ["/path/to/au-bizintel-mcp/src/server.js"],
"env": {
"ABR_GUID": "your-guid-here",
"ANTHROPIC_API_KEY": "your-key-here"
}
}
}
}
Once connected, ask your AI agent:
research_prospect output{
"entity_name": "TELSTRA CORPORATION LIMITED",
"abn": "33051775556",
"entity_type": "Australian Public Company",
"active_since": "1999",
"years_in_business": 27,
"gst_registered": true,
"region": "Melbourne CBD",
"state": "VIC",
"business_summary": "Telstra Corporation Limited is Australia's largest
telecommunications company, providing mobile, broadband, voice, and
enterprise IT services across the country.",
"ai_opportunity": {
"score": "High",
"signals": [
"Massive customer base generating continuous transaction data",
"Complex network infrastructure requiring real-time optimisation",
"Multiple business units with diverse operational datasets"
],
"proposition": "Telstra can deploy AI-powered predictive maintenance
to optimise network uptime, customer churn prediction models to
improve retention, and intelligent billing automation across its
Specialised Recoveries division..."
}
}
All data sourced from the Australian Business Register (ABR) — official Australian Government data, updated in real time. AI assessments generated by Claude (Anthropic).
MIT — LJ Digital 2026
Built in Australia 🇦🇺 for the Australian market
ABR_GUID*Your free ABR API GUID from abr.business.gov.au/Tools/WebServices
ANTHROPIC_API_KEYsecretAnthropic API key — required for research_prospect tool only
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