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List ProjectThunder Insights articles

list_articles
Read-onlyIdempotent

Lists the Insights articles (B2B e-commerce, ERP integration, agentic commerce, .NET modernization, .NET MAUI) with publish dates and summaries, newest first. Use get_page to read one. English by default; set language for the Spanish, Portuguese or Chinese site.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
languageNoOptional language: en (default), es, pt or zh. Spanish, Portuguese and Chinese results come from projectthunder.mx, pt.projectthunder.com and projectthunder.asia. The ERP partner directory and partner profiles exist only in English: search and list them without a language (get_page returns them in English).

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
countYes
pagesYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4.3/5.0
Behavior4/5

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

Annotations already declare readOnly, idempotent, and non-destructive behavior, so the bar is lower. The description adds useful behavioral context beyond annotations: the result is ordered newest first, includes publish dates and summaries, and content varies by language site. This exceeds the annotation baseline without contradicting it.

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 carry the core behavior, ordering, topics, reading follow-up, and language condition. Every clause earns its place, and the most important scoping information is front-loaded.

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

Completeness5/5

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

Given a single optional parameter, a detailed schema, and an output schema, the description provides everything an agent needs to call the tool correctly: scope, ordering, content shape, language behavior, and a pointer to get_page for reading a full article.

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%, and the language parameter is already documented in detail including defaults and site mapping. The description adds a brief mention of language but does not materially go beyond the schema, so the baseline of 3 is appropriate.

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?

States a specific verb and resource: lists Insights articles, enumerates the topic areas, and specifies that results include publish dates and summaries ordered newest first. This clearly distinguishes it from siblings like list_case_studies, list_erp_partners, get_page, and search_site.

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?

Explicitly routes follow-up reading to get_page and gives a conditional usage rule for language selection (English default; set language for Spanish, Portuguese, or Chinese). It does not state exclusions relative to list_case_studies or list_erp_partners, but those distinctions are reasonably inferable from the tool names and the clear article scope.

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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