Multilead Open API MCP Server

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

With no annotations provided, the description carries full burden but offers minimal behavioral insight. It mentions the return format (list with roles and permissions) but doesn't cover authentication needs, rate limits, pagination, error conditions, or whether this is a read-only operation (though implied by 'retrieve').

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 well-structured with clear sections (Args, Returns, Example) and front-loaded the core purpose. The example is helpful but could be more concise. No wasted sentences, though the formatting is slightly verbose.

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 retrieval tool with 2 parameters and an output schema, the description provides basic coverage but lacks important context. With no annotations and 0% schema coverage, it should explain more about authentication, error handling, and parameter constraints to be fully complete.

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 0%, but the description adds basic semantics for both parameters ('Your user ID' and 'The ID of the team'). However, it doesn't explain format requirements, validation rules, or why user_id is required when retrieving team members, leaving significant 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 verb 'retrieve' and resource 'all members from a specific team', making the purpose unambiguous. However, it doesn't explicitly differentiate from sibling tools like 'get_team_roles' or 'update_team_member', which prevents a perfect score.

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 like 'get_team_roles' or 'list_users_associated_with_a_specific_seat'. The description only states what it does, not when it's appropriate or what distinguishes it from similar tools.

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