Skip to main content
Glama

list_creative_models

Read-onlyIdempotent

Discover creative model options across image, video, 3D, audio, and analysis; filter by media type or capability to view typical inputs and best-for guidance.

Instructions

Browse Raven's provider-agnostic creative model catalog. These are capability slots for image, video, 3D, audio, character consistency, and creative analysis. Each entry lists typical inputs and best-for guidance.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
capabilityNoFilter by capability, e.g. product-photoshoot, text-to-video, brand-kit, ugc-ad.
media_typeNoFilter by media type.

Schema Changelog

Changes observed during successful MCP inspections. Dates show when Glama detected each change.

  1. First observedv2.2.9

TDQS

A3.8/5.0
Behavior3/5

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

The annotations already provide readOnlyHint=true, idempotentHint=true, and destructiveHint=false, so the safety profile is established. The description adds that entries include typical inputs and best-for guidance, which is useful output-context, but it does not disclose anything beyond that: no auth expectations, no rate-limit behavior, no pagination/syncing behavior, and no data consistency caveats. Given the existing annotations, a 3 is reasonable.

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?

The description is a tightly packed, three-sentence structure with the verb and resource first, then scope, then the useful output shape. Every sentence adds new information, there's no filler, and it reads naturally for an agent scanning tool descriptions.

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

Completeness4/5

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

Given a simple tool with two optional, 100%-documented parameters and no nested objects, the context is mostly complete for listed use. The description hints at return value details by saying 'each entry lists typical inputs and best-for guidance,' which largely compensates for the absence of an output schema. The final remaining gap is lack of a more explicit pointer to sibling listing tools for different contexts (e.g., list_creative_presets), so a knowledgeable agent can select the best alternative.

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

Parameters3/5

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

Schema description coverage is 100%, so the baseline is 3. The description's references to image, video, 3D, audio, and analysis align conceptually with the media_type enum, but do not meaningfully extend the schema's per-parameter meaning. The description frames the tool as browsing catalog entries and does not add explanatory detail about the capability parameter's set of accepted values beyond what the enum and examples already provide.

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?

The description uses a specific verb ('Browse') and names a distinct resource: Raven's provider-agnostic creative model catalog. It also scopes the catalog to capability slots for image, video, 3D, audio, character consistency, and creative analysis, which clearly differentiates this from sibling list tools like list_creative_presets or list_generation_jobs.

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

Usage Guidelines3/5

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

The description conveys clear context: this is for surveying creative model capability slots and each entry provides typical inputs and best-for guidance. However, it gives no explicit 'when to use this vs. alternatives' signals, such as 'use list_creative_presets when you need ready-made presets' or examples where this tool is not appropriate. Usage is strongly implied by the catalog framing but never made explicit.

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/rhinocap/raven-mcp'

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