List articles
list_articlesPublished comparison articles and buying guides, optionally filtered by category.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| category | No |
list_articlesPublished comparison articles and buying guides, optionally filtered by category.
| Name | Required | Description | Default |
|---|---|---|---|
| category | No |
Changes observed during successful MCP inspections.
Input schema / properties / category / enumPrevious value: -[
- "cloud-management",
- "email",
- "voip",
- "seo-geo-aeo",
- "social-media-management",
- "domain-names",
- "vpn",
- "crm",
- "content-creation",
- "vps-hosting",
- "password-managers",
- "accounting-software",
- "antivirus",
- "cms-website-builders"
-]New value: +[
+ "cloud-management",
+ "email",
+ "voip",
+ "seo-geo-aeo",
+ "social-media-management",
+ "domain-names",
+ "vpn",
+ "crm",
+ "content-creation",
+ "vps-hosting",
+ "password-managers",
+ "accounting-software",
+ "antivirus",
+ "cms-website-builders",
+ "gpu-compute"
+]Input schema / properties / category / enumPrevious value: -[
- "cloud-management",
- "email",
- "voip",
- "seo-geo-aeo",
- "social-media-management",
- "domain-names",
- "vpn",
- "crm",
- "content-creation",
- "vps-hosting",
- "password-managers",
- "accounting-software",
- "antivirus"
-]New value: +[
+ "cloud-management",
+ "email",
+ "voip",
+ "seo-geo-aeo",
+ "social-media-management",
+ "domain-names",
+ "vpn",
+ "crm",
+ "content-creation",
+ "vps-hosting",
+ "password-managers",
+ "accounting-software",
+ "antivirus",
+ "cms-website-builders"
+]Input schema / properties / category / enumPrevious value: -[
- "cloud-management",
- "email",
- "voip",
- "seo-geo-aeo",
- "social-media-management",
- "domain-names",
- "vpn",
- "crm",
- "content-creation",
- "vps-hosting",
- "password-managers",
- "accounting-software"
-]New value: +[
+ "cloud-management",
+ "email",
+ "voip",
+ "seo-geo-aeo",
+ "social-media-management",
+ "domain-names",
+ "vpn",
+ "crm",
+ "content-creation",
+ "vps-hosting",
+ "password-managers",
+ "accounting-software",
+ "antivirus"
+]Input schema / properties / category / enumPrevious value: -[
- "cloud-management",
- "email",
- "voip",
- "seo-geo-aeo",
- "social-media-management",
- "domain-names",
- "vpn",
- "crm",
- "content-creation"
-]New value: +[
+ "cloud-management",
+ "email",
+ "voip",
+ "seo-geo-aeo",
+ "social-media-management",
+ "domain-names",
+ "vpn",
+ "crm",
+ "content-creation",
+ "vps-hosting",
+ "password-managers",
+ "accounting-software"
+]Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
Annotations already declare readOnlyHint=true, idempotentHint=true, and destructiveHint=false, so the safety profile is covered. The description adds that only 'published' articles are returned and that it lists 'comparison articles and buying guides', which is useful behavioral scope beyond annotations. It does not mention response format or pagination, so a middle score is appropriate.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
The description is a single 10-word sentence, front-loaded with the core purpose and scoping. Every word earns its place, with no filler or redundancy.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
For a simple list tool with one optional enum parameter and no output schema, the description covers the essential context: what is listed, the published status, and the optional category filter. It does not mention pagination or return fields, but those are likely unnecessary given the tool's simplicity and the annotations already covering safety.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
Schema description coverage is 0%, so the description must compensate for the parameter. It does say 'optionally filtered by category', which connects the category parameter to the filtering behavior. However, it does not explain how the filter works or what the enum values signify beyond the schema's own enum list, so it adds only a minimal layer of meaning.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
The description states the verb 'list' and the resource 'published comparison articles and buying guides', which is specific and clearly distinguishes this from siblings like get_article or search. However, it does not explicitly contrast with any sibling tool, so it loses a point for missing explicit differentiation.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
The description gives no guidance on when to use this tool vs alternatives such as search or compare_providers. It only describes what the tool does ('optionally filtered by category'), leaving the agent to infer usage context without any exclusions or alternatives.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
Add one secure layer between your agents and this server.