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Connect Claude Desktop, Claude Code, Cursor, or any MCP-compatible assistant to 1.14M parcels, a 49M-node knowledge graph, 10K+ meeting transcripts, and predictive intelligence.
While other MCP servers scrape websites or use demo data, MuniMind connects to authoritative PostGIS data, official records, and government APIs. Every data point is sourced and verified.
49M-node Neo4j knowledge graph enables ownership network traversal, deed chain analysis, LLC shadow portfolio detection, and entity connection mapping that no flat database can match.
ML models trained on historical BZA outcomes predict variance approval probability. Permit timeline estimates with P50/P75/P90 confidence ranges.
Every tool returns structured data alongside natural language summaries, so your AI assistant can reason over real municipal records instantly.
Parcel, zoning, overlays, lot dimensions, neighbors
Risk score, flood zone, historic, environmental, AI synthesis
FAR, height, setbacks, allowed uses, SP governance
Permits, rezonings, BZA variances, development pipeline
Semantic search: deeds, ordinances, legislation, transcripts
Ownership networks, deed chains, LLC portfolios
10K+ meeting transcripts, hearing intelligence, precedents
BZA variance probability, permit timeline estimates
Property history, violation trends, anomaly detection
Short-term rental eligibility, requirements, costs
Council member, crime stats, schools, walkability
Full ownership transfer chain — prices, dates, buyers going back decades
Pools, fireplaces, HVAC, decks + room-by-room area breakdowns
Data-availability signals — what exists to explore for a property
Query any of 2,400+ loaded municipal datasets
Get your API key from the developer portal, then paste the config for your client.
~/Library/Application Support/Claude/claude_desktop_config.json
{
"mcpServers": {
"munimind": {
"command": "uvx",
"args": [
"munimind-mcp",
"--api-key", "YOUR_API_KEY"
]
}
}
}Requires uv installed. Restart Claude Desktop after saving.
A real conversation using MuniMind MCP — from question to zoning analysis in seconds.
611 Neill Ave is zoned RS5 (Single-Family Residential).
Get an API key, paste the config, and your AI assistant has instant access to 1.14M parcels, ownership networks, government meeting transcripts, and predictive models.