Scenario.com MCP Server

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

No annotations are provided, so the description carries the full burden. It mentions 'transfer' implying mutation, but doesn't disclose behavioral traits such as required permissions, whether the operation is reversible, rate limits, or what happens to the original model. The phrase 'including all of its training images' adds some context but is insufficient for a mutation tool.

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

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

The description is a single, efficient sentence that front-loads key information. It avoids redundancy and wastes no words, though it could be slightly more structured by separating copy vs. ownership scenarios.

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

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

For a mutation tool with no annotations, no output schema, and incomplete parameter documentation, the description is inadequate. It lacks details on behavior, error conditions, return values, and usage context, leaving significant gaps for an AI agent to understand and invoke the tool correctly.

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

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

Schema description coverage is 67% (2 out of 3 parameters have descriptions). The description doesn't add meaning beyond the schema—it doesn't explain parameter interactions (e.g., destinationProjectId vs. destinationTeamId) or provide examples. With moderate schema coverage, the baseline of 3 is appropriate as the description doesn't compensate for gaps.

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

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

The description clearly states the action ('Transfer'), the resource ('a model'), and the scope ('including all of its training images'). It distinguishes between copy and ownership change, but doesn't explicitly differentiate from sibling tools like 'post-models-copy-by-model-id' or 'put-models-by-model-id' which might have overlapping functionality.

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

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

No guidance is provided on when to use this tool versus alternatives. The description mentions 'copy or a full ownership change' but doesn't specify scenarios for each option or prerequisites like permissions. Sibling tools include various model-related operations, but no context is given for choosing this one.

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