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Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault
OPENAI_API_KEYNoOpenAI API key (required for OpenAI provider)
ANTHROPIC_API_KEYNoAnthropic API key (required for Claude provider)
GOOGLE_CLOUD_PROJECTNoGCP project ID for Vertex AI (required for Gemini provider)

Tools

Functions exposed to the LLM to take actions

NameDescription
describe

Get an AI-generated description of an image. Supports multiple providers (Gemini, OpenAI, Claude).

detect

Detect objects in an image and return bounding boxes. Uses Gemini for native bounding box support. Coordinates are normalized 0-1000 as [ymin, xmin, ymax, xmax].

describe_region

Crop an image to a bounding box and describe that region in detail. Use this after detect() to zoom in on specific objects.

analyze_colors

Extract dominant colors from an image region using K-Means clustering in LAB color space. Returns colors sorted by frequency with human-readable names from color.pizza.

Prompts

Interactive templates invoked by user choice

NameDescription

No prompts

Resources

Contextual data attached and managed by the client

NameDescription

No resources

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