dev_auth_login

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

No annotations are provided, and the description does not disclose what happens after authentication (e.g., token generation, session creation) or any side effects. The minimal information leaves the agent without understanding the behavioral implications.

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 sentence that is concise and front-loaded. However, it is too brief and sacrifices necessary details, making it only moderately effective.

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?

Given three required parameters, no output schema, and no annotations, the description is severely incomplete. It does not explain what the parameters do, what the authentication process returns, or any behavioral context, leaving the agent unable to use the tool effectively.

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?

With 0% schema description coverage, the description does not add any meaning to the three required parameters (apiKey, orgId, userId). It fails to explain their roles or how they should be used, leaving the agent with insufficient information to correctly invoke the tool.

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 states the verb 'Authenticate' and the resource 'Lamatic DevMCP', giving a basic understanding of the tool's function. However, it does not differentiate it from sibling tools like graph_auth_login or kit_auth_login, which also perform authentication for different environments.

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?

There is no guidance on when to use this tool versus the other auth tools, nor any prerequisites or context for authentication. The description simply states the action without any usage conditions.

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