munimind-mcp 0.3.0

MCP server for MuniMind — tools + prompts + resources for 2,500+ civic datasets from Claude Desktop, Claude Code, Cursor.

munimind-mcp

MCP server for MuniMind — query 2,500+ civic datasets across NYC, Nashville, and more directly from Claude Desktop, Claude Code, or Cursor.

What you can do

Once installed, ask Claude natural-language questions that route through MuniMind's API:

• "List all MuniMind datasets about housing violations."
• "Show me the schema for NYC's HPD violations dataset."
• "How many DOB violations were issued in Queens in 2024?" (runs SQL)
• "What's the ownership history for BBL 1000010010?" (Answers API)
• "Preview the first 20 rows of the NYC taxi zones dataset."

Install

pip install munimind-mcp

Or via uv:

uv pip install munimind-mcp

Get an API key

1. Go to https://munimind.com/developers
2. Sign up for Free, Pro, or Enterprise
3. Create an API key in the developer dashboard
4. Copy the key (starts with mm_live_)

Configure your MCP client

Claude Desktop / Claude Code

Add to ~/Library/Application Support/Claude/claude_desktop_config.json (macOS) or %APPDATA%\Claude\claude_desktop_config.json (Windows):

{
  "mcpServers": {
    "munimind": {
      "command": "munimind-mcp",
      "env": {
        "MUNIMIND_API_KEY": "mm_live_..."
      }
    }
  }
}

Or from the Claude Code CLI:

claude mcp add munimind --command munimind-mcp --env MUNIMIND_API_KEY=mm_live_...

Cursor

Add to .cursor/mcp.json in your workspace or ~/.cursor/mcp.json globally:

{
  "mcpServers": {
    "munimind": {
      "command": "munimind-mcp",
      "env": { "MUNIMIND_API_KEY": "mm_live_..." }
    }
  }
}

Available tools

Tool	Description	Credit cost
list_datasets	List public datasets (optionally filter by city, keyword)	0
describe_dataset	Full metadata + schema for one dataset	0
preview_dataset	First 100 rows of a dataset	0
query_dataset	Run SQL against DuckLake-backed datasets	dynamic (bytes scanned)
property_summary	Per-property summary via the Answers API	1
property_intelligence	Full property dossier	5
owner_portfolio	Cross-property analysis for an owner	10

Environment variables

Name	Required	Default	Notes
MUNIMIND_API_KEY	yes	—	Your API key from the developer dashboard
MUNIMIND_API_BASE_URL	no	https://api.munimind.com	Override for staging / self-hosted

License

MIT

Report issues

https://github.com/munimind/munimind-mcp/issues