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List Blog Posts

list_blog_posts
Read-onlyIdempotent

List recent published PainSpotter blog posts — weekly long-form analyses of validated business opportunities (who's hurting, why now, how to build it). Free; does not consume API quota.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNoNumber of posts to return, 1-30. Default 10.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes

TDQS

A4.3/5.0
Behavior4/5

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

Annotations already provide readOnlyHint, idempotentHint, and destructiveHint. The description adds non-obvious behavior: 'recent published' implies only published posts are returned, and 'does not consume API quota' is a unique operational detail not covered by annotations. This is valuable supplemental 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?

Two sentences, front-loaded with the core action and resource. The second sentence adds relevant context about content and cost without waste. Every phrase earns its place.

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?

With only one optional parameter and an output schema available, the description covers the essential context: what the posts are about, that they are published and recent, and the free/quota behavior. This is complete for the tool's simplicity.

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 coverage is 100% (limit parameter has a clear description). The tool description adds no additional parameter-specific meaning, so the baseline of 3 applies—schema does the heavy lifting.

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 uses a specific verb 'list' with resource 'recent published PainSpotter blog posts', clearly distinguishing it from siblings like get_blog_post (single post retrieval). It also adds context about the post content, making the purpose unmistakable.

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 description clearly implies when to use this tool ('recent published blog posts') and adds a notable benefit ('Free; does not consume API quota'). However, it does not explicitly state when not to use it or mention alternatives beyond the sibling list, so it falls short of a 5.

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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TDQS

A4.4/5.0
Disambiguation5/5

Each tool has a distinct purpose: get_overview provides a landscape map, get_theme dives into a specific theme, list_trending_themes shows hot themes, get_opportunity gives full detail on an opportunity, and query_opportunities enables filtered search. No overlap.

Naming Consistency5/5

All tool names follow a consistent verb_noun pattern in snake_case (get_overview, get_theme, list_trending_themes, get_opportunity, query_opportunities), making them predictable and easy to understand.

Tool Count5/5

With 5 tools, the server is well-scoped for its domain of market signal analysis. Each tool serves a clear function without redundancy or unnecessary complexity.

Completeness5/5

The tool set covers the full workflow: overview, theme exploration, trending themes, detailed opportunity views, and searchable filtering. All key operations for the domain are present with no obvious gaps.

Resources