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Al Jazeera 360

build_topic_clusters

Read-only

Build SEO Topic Clusters (Pillar + Supporting content strategy).

Analyzes content and groups it into topic clusters where each cluster has:
- A Pillar topic (most content, highest authority)
- Supporting content pieces around the pillar
- Internal linking recommendations

This is the most powerful modern SEO strategy (2024-2026).

Args:
    sections: Comma-separated section IDs to analyze (default: AJA,AJD)

Returns:
    JSON with topic clusters, pillar pages, supporting content, and linking strategy

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
sectionsNoAJA,AJD

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.6/5.0
Behavior3/5

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

The annotations declare readOnlyHint=true, and the description aligns by describing an analysis operation that returns a strategy rather than modifying content. The description adds useful context about the output (JSON with clusters and linking strategy) but does not disclose any other behavioral traits like rate limits or auth. Given the annotation coverage, this is adequate but not rich.

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 moderately concise but includes a promotional sentence ('This is the most powerful modern SEO strategy (2024-2026)') that adds no operational value. The structure is otherwise clear with a definition, list, and Args/Returns sections, but the fluff detracts from efficiency.

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?

For a single-parameter tool with an output schema, the description covers the purpose, the parameter format, and the return type. It does not mention prerequisites (e.g., that content must exist in the sections) but given the simplicity and the presence of an output schema, it is largely complete.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Despite the schema coverage signal of 0%, the description explicitly explains the only parameter 'sections' as 'Comma-separated section IDs' and provides the default value. This adds meaning beyond the schema, which only lists the property and default. The compensation is sufficient for a single parameter.

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 clearly states the action ('Build') and the resource ('SEO Topic Clusters'), and elaborates with a concrete definition of pillar and supporting content. It is specific enough to distinguish from siblings like build_knowledge_graph or generate_sitemap, even without naming them explicitly. The verb-resource pairing is unambiguous.

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?

The description provides no guidance on when to use this tool versus alternatives. It does not mention scenarios, prerequisites, or when not to use it. The only implied usage is that it analyzes content, but there is no explicit context about choosing this over other SEO tools.

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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