Schema | MCP Image Recognition Server

MCP Image Recognition Server

Overview Schema Related Servers Score Discussions

Server Configuration

Describes the environment variables required to run the server.

Name	Required	Description	Default
`LOG_LEVEL`	No	Logging level (DEBUG, INFO, WARNING, ERROR).
`ENABLE_OCR`	No	Enable Tesseract OCR text extraction (true or false).
`OPENAI_MODEL`	No	OpenAI Model (default: gpt-4o-mini). Can use OpenRouter format for other models.	gpt-4o-mini
`TESSERACT_CMD`	No	Optional custom path to Tesseract executable.
`OPENAI_API_KEY`	No	Your OpenAI API key.
`OPENAI_TIMEOUT`	No	Optional custom timeout (in seconds) for the OpenAI API.
`OPENAI_BASE_URL`	No	Optional custom base URL for the OpenAI API. Set to https://openrouter.ai/api/v1 for OpenRouter.
`VISION_PROVIDER`	Yes	Primary vision provider (anthropic, openai, or cloudflare).
`CLOUDFLARE_MODEL`	No	Cloudflare Workers AI model (default: @cf/llava-hf/llava-1.5-7b-hf).	@cf/llava-hf/llava-1.5-7b-hf
`ANTHROPIC_API_KEY`	No	Your Anthropic API key.
`FALLBACK_PROVIDER`	No	Optional fallback provider.
`CLOUDFLARE_API_KEY`	No	Your Cloudflare API key.
`CLOUDFLARE_TIMEOUT`	No	Timeout for Cloudflare API requests in seconds (default: 60).	60
`CLOUDFLARE_ACCOUNT_ID`	No	Your Cloudflare Account ID.
`CLOUDFLARE_MAX_TOKENS`	No	Maximum number of tokens to generate (default: 512).	512

Instructions

Guidance the server publishes about itself, which clients place ahead of the tool catalog so the model reads it before choosing anything.

This server publishes no instructions, or was last inspected before Glama recorded them.

Capabilities

Server capabilities have not been inspected yet.

Tools

Functions exposed to the LLM to take actions

Name Description

Name	Description
describe_imageA	Describe an image from base64-encoded data. Use for images directly uploaded to chat. `Best for: Images uploaded to the current conversation where no public URL exists. Not for: Local files on your computer or images with public URLs. Args: image: Base64-encoded image data prompt: Optional prompt to guide the description Returns: str: Detailed description of the image`
describe_image_from_fileA	Describe an image from a local file path. Requires proper file system access. `Best for: Local files when the server has filesystem access to the path. Limitations: When using Docker, requires volume mapping (-v flag) to access host files. Not recommended for: Images uploaded to chat or images with public URLs. Args: filepath: Absolute path to the image file prompt: Optional prompt to guide the description Returns: str: Detailed description of the image`
describe_image_from_urlA	Describe an image from a public URL. Most reliable method for web images. `Best for: Images with public URLs accessible from the internet. Advantages: Works regardless of server deployment method (local/Docker). Not for: Local files or images already uploaded to the current conversation. Args: url: Direct URL to the image (must be publicly accessible) prompt: Optional prompt to guide the description Returns: str: Detailed description of the image`

describe_imageA

Describe an image from base64-encoded data. Use for images directly uploaded to chat.

Best for: Images uploaded to the current conversation where no public URL exists.
Not for: Local files on your computer or images with public URLs.

Args:
    image: Base64-encoded image data
    prompt: Optional prompt to guide the description

Returns:
    str: Detailed description of the image

describe_image_from_fileA

Describe an image from a local file path. Requires proper file system access.

Best for: Local files when the server has filesystem access to the path.
Limitations: When using Docker, requires volume mapping (-v flag) to access host files.
Not recommended for: Images uploaded to chat or images with public URLs.

Args:
    filepath: Absolute path to the image file
    prompt: Optional prompt to guide the description

Returns:
    str: Detailed description of the image

describe_image_from_urlA

Describe an image from a public URL. Most reliable method for web images.

Best for: Images with public URLs accessible from the internet.
Advantages: Works regardless of server deployment method (local/Docker).
Not for: Local files or images already uploaded to the current conversation.

Args:
    url: Direct URL to the image (must be publicly accessible)
    prompt: Optional prompt to guide the description

Returns:
    str: Detailed description of the image

Prompts

Interactive templates invoked by user choice

Name	Description
No prompts

Resources

Contextual data attached and managed by the client

Name	Description
No resources

Server Configuration
Instructions
Capabilities
Tools
Prompts
Resources

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