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Tavaresiqueira

duo-metrics-mcp

Get Duolingo XP summaries

duolingo_get_xp_summaries

Retrieve daily XP summaries with session details and practice time from Duolingo for a specified date range.

Instructions

Fetch authenticated daily XP summaries with sessions and practice time.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
userIdNoDuolingo numeric user id. Defaults to DUOLINGO_USER_ID.
endDateNoEnd date in YYYY-MM-DD.
readableNoReturn normalized date/minute fields.
timezoneNoAmerica/Sao_Paulo
usernameNoUsed only to resolve userId when no userId is provided.
startDateNoStart date in YYYY-MM-DD.
Behavior2/5

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

With no annotations, the description must disclose behavior. It only states 'Fetch authenticated daily XP summaries' without mentioning authentication requirements, rate limits, data freshness, or any side effects. This is insufficient for safe invocation.

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 concise sentence front-loaded with the core purpose. However, it could be slightly more informative without becoming verbose, hence 4 instead of 5.

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 6 parameters and no output schema, yet the description does not mention return format, pagination, or limitations. It lacks completeness for an agent to understand the full context of usage.

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 high (83%), so baseline is 3. The description adds no parameter-specific meaning beyond the schema; it does not explain how parameters like startDate/endDate affect results. No added value for parameter understanding.

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

Purpose5/5

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

The description clearly states the tool fetches 'daily XP summaries' with specific details 'sessions and practice time'. It uses a specific verb 'Fetch' and resource, distinguishing from sibling tools like duolingo_get_public_profile which focuses on public profile data.

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 explicit guidance on when to use this tool vs alternatives. It implies authenticated access (via 'authenticated') but does not mention prerequisites, when not to use, or differentiation from siblings like duolingo_today_status which may also return XP data.

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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