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Search Model Tested articles

search_articles
Read-only

Find Model Tested articles and ranking pages by keyword, newest first: news about newly tested models, guides on quantization, Ollama and memory. Returns title, summary, date and link.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNoDefault 8.
queryNoWords to look for, e.g. 'quantization' or 'ornith'. Empty lists the latest.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4/5.0
Behavior4/5

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

Annotations already declare readOnlyHint=true and openWorldHint=false, so safety is covered. The description adds genuinely new behavior: result ordering ('newest first') and the returned fields ('title, summary, date and link'), which the annotations and schema do not convey. Pagination/result-count behavior aside, this is solid added context.

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?

A single front-loaded sentence: verb+resource+ordering first, then content examples, then return shape. No filler or repetition of the title.

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?

There is no output schema, but the description compensates by naming the returned fields, so an agent knows what to expect. For a zero-required-parameter read tool with full schema coverage, only minor gaps (e.g. whether results are capped or how ranking pages differ from articles) remain.

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 schema, including the limit default and query examples. The description reinforces keyword semantics ('by keyword') but adds no syntax or format detail beyond what the schema supplies, making the baseline 3 correct.

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 (find/search) and resource (articles and ranking pages) plus the ordering ('newest first') and content examples ('quantization, Ollama and memory'). This cleanly separates it from the model-oriented siblings (find_models, get_model, compare_models) which operate on models, not articles.

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

Usage Guidelines3/5

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

The content domain and keyword examples imply when to reach for it, and the sibling set (all model lookup/comparison tools) makes the contrast inferable. However, there is no explicit when-to-use or when-not-to-use statement naming an alternative, so routing is left to inference.

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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