compare_models
Compare two to five catalogue models side by side: specs, legal category and price.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| ids | Yes | Model ids (from list_models), 2 to 5 |
Compare two to five catalogue models side by side: specs, legal category and price.
| Name | Required | Description | Default |
|---|---|---|---|
| ids | Yes | Model ids (from list_models), 2 to 5 |
Changes observed during successful MCP inspections.
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 implies a read-only comparison ('side by side: specs, legal category and price') and caps input at five, but says nothing about permissions, whether models in different legal categories can mix, or error behavior for invalid ids.
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?
One efficient sentence that front-loads the verb and enumerates exactly what is compared. No filler, no redundancy with the title.
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 simple, single-parameter read tool with no output schema, the description covers scope, bound, and the compared attributes adequately. A note on id validity handling or the comparison output shape would close the remaining gap.
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 100% with a single parameter, so the schema already documents that ids are model ids from list_models bounded 2-5. The description restates the same constraint ('two to five') without adding format or validation meaning. Baseline 3 applies.
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?
States a specific verb (compare) and resource (catalogue models) plus the comparison dimensions: specs, legal category, and price. It distinguishes the outcome from the list/search siblings, though it does not name them explicitly the way a 5-scoring definition would.
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?
The 'two to five' bound and the '(from list_models)' hint imply you must first obtain ids via a sibling tool, which is useful context. However, there is no explicit when-to-use vs when-not statement or routing guidance against search_models or list_models for alternative scenarios.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
Add one secure layer between your agents and this server.