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Zain Ahmed Platform MCP Server

get_articles

Read-only

Use this tool when browsing or filtering published architectural blueprints, SOC 2 compliance guides, and Kubernetes SRE articles by category or tag. Returns a paginated list of article summaries and reading times.

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": "get_articles"
  }
}

Input Schema

NameRequiredDescriptionDefault
tagNoTag filter (e.g. Kubernetes, SRE, FinOps, SOC 2, Multi-Cloud, Antigravity)
limitNoMax number of articles to return (default: 10)
offsetNoOffset for pagination (default: 0)
categoryNoArticle category filter

Output Schema

NameRequiredDescriptionDefault
totalYes
articlesYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.8/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true and destructiveHint=false, so the safety profile is covered. The description adds that the result is paginated with summaries and reading times, which is useful context, but since an output schema exists this is largely duplicative and it says nothing about pagination limits or ordering behavior.

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 sentences, zero filler, with the usage trigger front-loaded and the return behavior second. Every sentence earns its place.

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 annotations, a fully documented four-parameter schema, and an output schema, the description covers what an agent needs to select and invoke it. The only shortfall is the absence of guidance on when to prefer search_knowledge_base or get_article_by_slug instead.

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%, with tag, limit, offset, and category each documented including bounds and defaults, so the baseline is 3. The description reinforces category/tag filtering but adds no syntax, case-sensitivity, or combination semantics beyond what the schema already provides.

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?

States a specific verb and resource ('browsing or filtering published ... articles by category or tag') plus the return shape ('paginated list of article summaries and reading times'). It implicitly separates itself from the single-item sibling get_article_by_slug, but never clarifies how it differs from the broader search_knowledge_base, so it stops short of full sibling differentiation.

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?

The opening clause 'Use this tool when browsing or filtering ... by category or tag' gives a clear activation condition tied to the two filter parameters. It offers no when-not guidance or named alternative for keyword-style lookups, which is the main gap.

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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