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devhuang0714

umeng-openapi-mcp-server

by devhuang0714

U-App get active users

umeng_uapp_get_active_users

Retrieve active user trend data over specified date ranges, with options for daily, weekly, or monthly aggregation.

Instructions

Get active user trend data. Official API: umeng.uapp.getActiveUsers.

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?

No annotations exist, so the description must carry the full burden. It only mentions 'trend data' but fails to disclose the definition of active users, required permissions, rate limits, or whether the data is aggregated per period.

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

Conciseness3/5

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

The description is brief (two sentences) but the second sentence is a reference to the official API name, which is not actionable for tool selection. It is adequately concise but wastes space.

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?

No output schema is provided, and the description does not explain the structure of the returned data (e.g., list of date-count pairs). The tool is simple but misses behavioral context that an agent needs to use it correctly.

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?

The input schema covers all parameters with descriptions (100% coverage), so the description adds no additional per-parameter meaning. The mention of 'trend data' provides slight context but does not compensate for missing parameter nuances.

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 it gets active user trend data, with a specific verb and resource. However, it does not differentiate from siblings like umeng_uapp_get_active_users_by_channel_or_version or the simpler umeng_get_active_users, reducing clarity.

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 is provided on when to use this tool instead of alternatives such as the channel/version variants. The agent receives no context for selection.

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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