Skip to main content
Glama

understand

Read-onlyIdempotent

Analyze images and videos by providing media URLs and a custom prompt. Supports mixed media types in a single call.

Instructions

Understand images and/or videos (multi-URL) with a prompt. Gemini supports mixed image+video in one call; OpenAI/Grok are image-only.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
tierNopoor
modelNo
promptYes
providerNo
max_tokensNo
media_urlsYes

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already indicate readOnly, idempotent, non-destructive. Description adds provider-specific behavioral context (media type support), which is valuable beyond the annotations.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Two sentences, directly stating core function and provider distinction. No redundant information; front-loaded with the action.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Output schema exists, so return values are covered. However, the description lacks parameter documentation, which is a significant gap given 6 parameters and 0% schema coverage. Overall adequate but incomplete.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters2/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 0%, and the description does not explain any parameters (e.g., media_urls, prompt, tier, model). The agent must rely solely on parameter names, which is insufficient for correct usage.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

Description clearly states the tool understands images/videos with a prompt, and distinguishes provider capabilities (Gemini supports mixed media, others image-only). Verb+resource+scope is specific, and no sibling tool performs this function.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Description provides context on provider differences (mixed vs. image-only), helping select provider. However, it does not explicitly state when to use this tool vs. alternatives or when not to use it.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

Install Server

Other Tools

Latest Blog Posts

MCP directory API

We provide all the information about MCP servers via our MCP API.

curl -X GET 'https://glama.ai/api/mcp/v1/servers/n24q02m/imagine-mcp'

If you have feedback or need assistance with the MCP directory API, please join our Discord server