Skip to main content
Glama

flo_analyze

Analyzes a media asset using AI for quality control, content moderation, or delivery validation. Provide the asset ID to get automated analysis.

Instructions

Analyze an asset directly (friendly alias for /flo:analyze-image ).

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
assetIdYes
authTokenNoOptional bearer token override for this call only.
Behavior2/5

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

No annotations provided, and the description lacks details about behavioral traits such as side effects, permissions, rate limits, or what happens to the asset. It only mentions it is an alias, which is a naming detail rather than behavioral disclosure.

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

Conciseness4/5

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

The description is a single concise sentence that conveys the core function without redundancy. It is appropriately front-loaded and efficient, though could benefit from slightly more detail.

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

Completeness2/5

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

Given no output schema and no annotations, the description fails to address return values, prerequisites (e.g., asset existence), error handling, or how this tool relates to siblings. This leaves significant gaps for an AI agent to use it correctly.

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?

With schema description coverage at 50% (only authToken has a description), the description should compensate by explaining the assetId parameter. It only indirectly references assetId in the alias syntax, adding minimal meaning beyond the schema.

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

Purpose4/5

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

The description states it analyzes an asset directly and identifies it as an alias for a specific command, which provides a clear verb and resource. However, 'analyze' is somewhat generic, and it could be more specific about the nature of the analysis.

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

Usage Guidelines2/5

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

No explicit guidance on when to use this tool versus alternatives like flo_search or flo_query. The word 'directly' hints at a distinction but does not provide clear conditions or exclusions.

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/Flomenco-Inc/flo-plugin'

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