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Tavaresiqueira

duo-metrics-mcp

Get authenticated Duolingo profile

duolingo_get_authenticated_profile

Retrieve detailed Duolingo authenticated profile data including daily XP, streaks, and practice time by supplying a user ID or username.

Instructions

Fetch the richer authenticated profile for a Duolingo user id.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
userIdNoDuolingo numeric user id. Defaults to DUOLINGO_USER_ID.
usernameNoUsed only to resolve userId when no userId is provided.
Behavior2/5

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

No annotations provided, and the description does not disclose any behavioral traits such as authentication requirements, rate limits, error conditions, or the structure of the returned data. For a tool fetching user data, this is a significant gap.

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

Conciseness4/5

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

The description is a single sentence with no wasted words. It could be longer to include more context, but as a concise statement it functions adequately.

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

Completeness2/5

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

The tool has no output schema and the description does not explain what the 'richer authenticated profile' contains. Missing information about prerequisites (e.g., authentication), error handling, and return structure. Not minimal viable for a profile fetch tool.

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% with clear parameter descriptions. The description adds no extra meaning beyond the schema, so baseline 3 is appropriate.

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

Purpose4/5

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

The description clearly states the action ('Fetch') and the resource ('authenticated profile') for a given user id. It distinguishes from sibling tools like duolingo_get_public_profile by using 'authenticated' and 'richer', but does not explicitly differentiate from other siblings like duolingo_get_xp_summaries.

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

Usage Guidelines2/5

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

No guidance on when to use this tool versus alternatives (e.g., when to use authenticated vs public profile, or when to use other tools). The user must infer context from the tool name and siblings.

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

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