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Finewisdom 社媒与电商数据接口

tw_trending

Read-onlyIdempotent

获取推特趋势话题。返回正文、点赞/转推/回复/引用数、作者信息、媒体、发布时间。做单条内容的互动量分析、素材入库或作为批量任务起点时用。单价¥0.1/次,仅成功调用计费,失败或空结果自动退回。

Tool call template

This tool declares no required parameters. Add optional parameters from the input schema as needed.

{
  "id": 1,
  "jsonrpc": "2.0",
  "method": "tools/call",
  "params": {
    "arguments": {},
    "name": "tw_trending"
  }
}

Input Schema

NameRequiredDescriptionDefault
_tokenNo备用鉴权:fw_ 开头的 token。推荐改用 HTTP Header X-FW-Token。

Schema Changelog

Changes observed during successful MCP inspections.

  1. Added

TDQS

B3.1/5.0
Behavior4/5

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

Annotations already declare readOnly/idempotent/non-destructive/openWorld, so the safety profile is covered. The description adds genuinely new behavioral context that annotations cannot express: unit price ¥0.1 per call, billing only on success, and automatic refund on failure or empty results. It does not disclose pagination or list size for a trending endpoint, which is the main remaining 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?

Four short sentences ordered as purpose → returned fields → when to use → pricing, so the essentials come first with no filler. The returned-fields sentence is the one that undermines the front-loaded purpose rather than wasting words.

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

Completeness3/5

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

With no output schema, the description carrying return-field information is appropriate, and the billing note is a real bonus. However, the described return shape (single-post engagement metrics) does not clearly match a trending-topics endpoint, and there is no indication of how many trends are returned or how results are ordered.

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?

There is a single optional parameter (_token) and schema description coverage is 100%, so the schema already explains it. The description adds nothing about the parameter, which is acceptable at this coverage level but earns no extra credit.

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

Purpose3/5

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

The opening line says '获取推特趋势话题' (fetch Twitter trending topics), which is a clear verb+resource, but the rest of the description describes single-post data (正文、点赞/转推/回复/引用数、作者信息、媒体、发布时间) and single-item use cases, which is what sibling tw_post_detail does. So an agent cannot confidently tell whether this returns a trending list or one post. The purpose is stated but internally muddled.

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?

It gives use contexts ('做单条内容的互动量分析、素材入库或作为批量任务起点时用'), but those contexts describe single-content analysis, not trend discovery, so they misdirect rather than guide. It names no alternative among the ~80 siblings (e.g., tw_keyword_search, tw_post_detail) and gives no when-not guidance.

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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