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seo-crawler-mcp

seo-crawler-mcp

by hna2810
OverviewSchemaSourceRelated ServersDiscussionsAdmin
TypeScript
Remote

classify_content_topics

Classifies crawled URLs into a parent-child topic taxonomy, then reports content distribution to identify over-covered and overlooked topics for gap analysis.

Instructions

Phân loại chủ đề nội dung toàn bộ URL đã crawl theo khung Taxonomy Mẹ & Bé (12 Topic chuẩn + Subtopic + Specific Topic + Context + Location + Confidence). Xuất báo cáo Tỷ trọng nội dung (Content Ratio) và xác định chủ đề viết nhiều nhất / chủ đề bị bỏ quên (Content Gap).

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": "classify_content_topics"
  }
}

Input Schema

NameRequiredDescriptionDefault
sessionIdNoID phiên quét (nếu bỏ trống sẽ lấy phiên gần nhất)
topicFilterNoLọc kết quả theo một Topic cụ thể (ví dụ: 'DỊCH VỤ MẸ & BÉ' hoặc 'TRẺ SƠ SINH')

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv1.0.0

TDQS

A3.9/5.0
Behavior3/5

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

The core behavior—bulk classification of all crawled URLs and generation of a content-ratio/gap report—is disclosed, and the operation appears non-destructive. With no annotations, though, it omits practical behavioral details such as prerequisites (an existing crawl session), side effects, or latency for large URL sets.

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

Conciseness5/5

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

Two dense sentences with no filler; the action and scope are front-loaded, and the taxonomy/report details are packed efficiently. Every clause adds information the agent needs.

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?

For a tool with no output schema and no annotations, the description explains taxonomy fields and the two report outputs but does not describe the actual result format, persistence of results, or the requirement to have a prior crawl session beyond the schema's optional sessionId.

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 both parameters are already documented in the input schema and the description does not need to repeat them. It adds no extra usage nuance, such as what happens when topicFilter is omitted or how sessionId fallback interacts with the report.

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 states a specific action ('Phân loại') applied to 'toàn bộ URL đã crawl' and names the exact taxonomy levels and reports produced. This clearly differentiates it from the sibling classify_single_url_or_text, which targets a single URL/text.

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 implicitly scopes the tool to post-crawl analysis by acting on already-crawled URLs and an optional sessionId, and the distinction from single-URL classification is clear. However, it never explicitly names classify_single_url_or_text or get_taxonomy as alternatives or states when not to use it.

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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