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List launches

list_launches
Read-onlyIdempotent

List live product launches on FastDrop, ranked by votes. Each product may include an MCP endpoint URL, mcpVerified (whether FastDrop probe succeeded), and mcpAuthRequired when the endpoint answered 401/403.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNoMax results, 1-50, default 20
windowNoRank by votes cast in this window (UTC). Default all-time.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
productsYes

TDQS

A4/5.0
Behavior4/5

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

Annotations already declare readOnlyHint, openWorldHint, idempotentHint, and destructiveHint. The description adds value by detailing specific fields returned (MCP endpoint URL, mcpVerified, mcpAuthRequired), which is beyond basic safety traits.

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 action, no redundant information. Every sentence contributes meaningful detail.

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?

Description covers ranking and special fields. Output schema exists to explain return format. Could mention pagination or error handling but not required given output schema. Overall adequate.

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% with both parameters (limit, window) described in the schema. The description does not add additional meaning or context beyond what the schema provides, so 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?

The description clearly states the action (List), resource (live product launches), and context (ranked by votes). It differentiates from sibling tools like list_comments or list_reviews by specifying launches.

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 description implies usage for viewing ranked launches but does not explicitly state when to use this tool vs alternatives like search_products or find_tools. No when-not-to-use guidance.

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

A4.2/5.0
Disambiguation5/5

Each tool has a clearly distinct purpose: searching by capability, getting product details, listing comments, launches, reviews, and searching by text/tags. No overlap in functionality.

Naming Consistency5/5

All tool names follow a consistent verb_noun pattern in snake_case (find_tools, get_product, list_comments, list_launches, list_reviews, search_products), with clear and predictable verbs.

Tool Count5/5

Six tools is appropriate for a product discovery server, covering search, detail retrieval, and listing of associated data without being excessive or insufficient.

Completeness5/5

The tool set covers the core operations for the domain: searching, viewing individual products, and browsing launches, comments, and reviews. No obvious gaps for a read-only discovery service.

Resources