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首提流:此前 7 天没人提、刚被第一次提到的 A 股

get_first_mention_stocks
Read-onlyIdempotent

首提流:此前 7 天没人提、刚被第一次提到的 A 股。列出最近 N 小时内“首次被提到”的股票(此前 7 天一次都没被提过):首提时间、首提的匿名机构/大V ID 和分数、来源类别,以及首提之后到现在又被提了几次。适合发现新冒头的标的。(每次调用计费 1 次)

Input Schema

NameRequiredDescriptionDefault
hoursNo回看小时数
limitNo返回条数,默认 100,最大 200
sourceNo只看某类来源:community 社群/星球、forum 论坛/社区、web 网页、search 联网搜索、x X(推特)、news_report 新闻/研报;默认 allall
min_scoreNo只统计机构/大V分 ≥ 该值的提及(约 450~1500,1000 左右算中等;1050 约前 10%)

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.9/5.0
Behavior4/5

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

Annotations already cover the safety profile (readOnly, idempotent, closed-world), so the description's job is to add context, and it does: it discloses the per-call billing cost and enumerates exactly what each row contains (first-mention time, first-mentioning ID and score, source category, re-mention count). It does not discuss ordering, empty results, or rate limits beyond the billing note.

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 concept and its defining window are front-loaded, followed by returned fields, the use case, and the billing note. Slight redundancy: the "此前 7 天没人提" rule appears in both the opening clause and the second sentence.

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

Completeness4/5

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

With no output schema, the description carries the return-value burden and does list the row fields. Missing only minor operational details such as result ordering and behavior when nothing qualifies; sufficient for a read-only discovery tool with fully documented parameters.

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%: hours, limit, source, and min_score are all documented in the schema, including the enum values and the score scale. The description only restates "最近 N 小时" and adds no extra meaning, so the baseline of 3 applies.

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 states a specific operation on a specific resource with a clearly bounded definition: stocks first mentioned in the last N hours that had zero mentions in the preceding 7 days. That criterion alone separates it from get_market_hot_stocks and get_weighted_hot_stocks, though no sibling is named explicitly.

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

Usage Guidelines4/5

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

It gives an explicit use case — "适合发现新冒头的标的" (good for spotting newly emerging names) — which is clear context for when to pick this tool. It stops short of saying when not to use it or which sibling to use instead for热度 ranking versus first-mention discovery.

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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