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devhuang0714

umeng-openapi-mcp-server

by devhuang0714

U-App get launches

umeng_uapp_get_launches

Retrieves app launch count trend data for a specified date range, supporting daily, weekly, or monthly aggregation periods.

Instructions

Get app launch count trend data. Official API: umeng.uapp.getLaunches.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
appkeyNoUmeng appkey. If omitted, UMENG_DEFAULT_APPKEY will be used.
startDateYesStart date in YYYY-MM-DD format.
endDateYesEnd date in YYYY-MM-DD format.
periodTypeNoAggregation period: daily, weekly, monthly, 7day, or 30day when supported by the API.daily
Behavior2/5

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

The description adds no behavioral information beyond the tool name. With no annotations, the agent knows nothing about side effects, rate limits, or data freshness. The mention of 'trend data' is vague.

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 is concise but could be improved by adding more context without increasing length significantly.

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?

Without an output schema, the description fails to explain the return format, pagination, or error handling. For a tool that returns trend data, this is a significant gap.

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%, so the baseline is 3. The description adds only the official API reference, which provides no additional meaning beyond what the schema already states for parameters like appkey, startDate, endDate, and periodType.

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 tool retrieves app launch count trend data, which aligns with the name 'get launches'. However, it does not differentiate from sibling tools like 'umeng_get_launches' or 'umeng_uapp_get_launches_by_channel_or_version'.

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, such as when to use 'get_launches' vs 'get_launches_by_channel_or_version'. No hints about prerequisites or limitations are provided.

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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