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Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault
VISION_MODELNoVision model to use. Defaults per provider, but required for custom provider.
GOOGLE_API_KEYNoGoogle Gemini API key. Required when VISION_PROVIDER is 'google'.
OPENAI_API_KEYNoOpenAI API key. Required when VISION_PROVIDER is 'openai'.
VISION_API_KEYNoAPI key for custom OpenAI-compatible endpoint. Required when VISION_PROVIDER is 'custom'.
VISION_BASE_URLNoBase URL for custom OpenAI-compatible endpoint. Required when VISION_PROVIDER is 'custom'.
VISION_PROVIDERNoThe vision provider to use. One of openai, anthropic, google, openrouter, custom. Must be set.
ANTHROPIC_API_KEYNoAnthropic API key. Required when VISION_PROVIDER is 'anthropic'.
VISION_MAX_IMAGESNoMaximum number of images per call. Default is 10.10
OPENROUTER_API_KEYNoOpenRouter API key. Required when VISION_PROVIDER is 'openrouter'.
VISION_MAX_IMAGE_BYTESNoMaximum image size in bytes. Default is 20971520.20971520
VISION_FALLBACK_PROVIDERNoOptional fallback provider. One of openai, anthropic, google, openrouter, custom.

Capabilities

Features and capabilities supported by this server

CapabilityDetails
tools
{
  "listChanged": true
}

Tools

Functions exposed to the LLM to take actions

NameDescription
analyze_imageA

Analyze one or more images with a vision model and return plain text. Use for general Q&A when the host model cannot see images. Supports single image or multi images (image 1, image 2, ...).

describe_imageA

Produce a detailed textual description of one or more images so a text-only model can reason about them. Prefer for general scene/UI understanding and multi-upload context dumps.

ocr_imageA

Extract readable text from one or more images (screenshots, documents, diagrams, error dialogs). Multi-image calls return a section per image label.

compare_imagesA

Compare two or more images and explain similarities/differences. Use for "compare image 1 and 2", before/after, A/B UI, design variants, or sequential screenshots.

refer_imagesA

Answer a question that refers to specific uploads by label ("refer image 1 and 2", "only the second screenshot", "both figures"). Grounds every claim in image labels.

inspect_uiA

Inspect UI screenshots: layout, components, states, copy, errors, and likely UX/accessibility issues. Accepts one screen or a multi-step flow.

read_chartA

Read charts, graphs, plots, tables, and dashboards. Extracts axes, series, trends, and key values (marks estimates when exact pixels are unclear).

explain_diagramA

Explain architecture diagrams, flowcharts, sequence diagrams, ERDs, UML, whiteboards, and similar figures for a text-only agent.

extract_from_imagesA

Extract structured data (JSON) from one or more images: forms, receipts, IDs, tables, invoices, labels. Optional schema steers field names.

vision_statusA

Show which vision provider/model this MCP server is configured to use, plus image limits.

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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