site-intelligence-mcp

Site Intelligence MCP

Score any geographic coordinate for ecological and agricultural land suitability, directly from your AI coding agent.

Analyses satellite and climate data around a point and returns a weighted suitability score with a per-metric breakdown: vegetation health, water access, precipitation, terrain, cropland proximity, urbanisation pressure, climate, and distance to infrastructure.

Built for agtech, precision agriculture, ecological field research, conservation planning, environmental consulting and apiculture.

Install

Requires a key for the Site Intelligence API on RapidAPI (free tier available).

Claude Code

claude mcp add site-intelligence \
  --env RAPIDAPI_KEY=your_key_here \
  -- uvx site-intelligence-mcp

Claude Desktop / Cursor / Windsurf

Add to your MCP config:

{
  "mcpServers": {
    "site-intelligence": {
      "command": "uvx",
      "args": ["site-intelligence-mcp"],
      "env": {
        "RAPIDAPI_KEY": "your_key_here"
      }
    }
  }
}

Usage

Ask your agent in plain language:

How suitable is 38.42, 27.14 for an apiary? Check May specifically.

Compare these three coordinates for a reforestation site and tell me which has the best water access.

Tool

site_score

Parameter	Type	Default	Notes
lat	float	required	-90 to 90
lon	float	required	-180 to 180
radius_m	int	2000	Analysis radius, 200-5000
month	int	(none)	1-12 for a seasonal view; omit for annual
detail	"summary" | "full"	"summary"	"full" adds per-metric raw diagnostics

detail defaults to "summary" deliberately: tool results are spent from the model's context window, and the full diagnostic payload runs to several KB. Ask for "full" only when you need the underlying values.

Without uv

pip install site-intelligence-mcp

then use site-intelligence-mcp as the command with no args.

Configuration

Variable	Required	Default
RAPIDAPI_KEY	yes	—
BEELOCATE_RAPIDAPI_HOST	no	site-intelligence-api.p.rapidapi.com

Get a key from the Site Intelligence API listing.

Limits

• Not a weather forecast and not a property-value estimate.
• Resolution is bounded by the underlying satellite sources; very small radii will not resolve individual parcels.
• Rate limits and quota follow your RapidAPI plan.

Licence

MIT