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search_launches

Read-only

Search products launched on DiscoverLaunches by name, category or use case. Returns up to 10 matches with slug, name, tagline and URL.

Input Schema

NameRequiredDescriptionDefault
queryYesWhat to search for, e.g. 'invoicing' or 'AI writing'

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.8/5.0
Behavior4/5

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

The readOnlyHint annotation already establishes that this is a safe read operation. The description adds useful behavioral detail by stating the result limit (up to 10 matches) and the returned fields (slug, name, tagline, URL), which is helpful because no output schema exists.

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?

The description is two tightly written sentences with no wasted text. The core purpose is front-loaded and the return behavior follows immediately.

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?

For a simple one-parameter search tool with readOnlyHint, the description covers the searchable dimensions and the return shape sufficiently. Minor gaps, such as ordering or empty-result behavior, are not critical for this tool's complexity.

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 the single query parameter is already fully documented in the schema. The description adds some semantic context by saying queries can target name, category, or use case, but it does not add syntax or formatting details beyond the schema.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description gives a specific verb and resource: search products launched on DiscoverLaunches, scoped by name, category, or use case. It is clearly a discovery/search tool and implicitly distinct from get_product, but it does not explicitly differentiate itself from sibling tools.

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?

Usage is implied: use this to find products when the user has a query rather than a specific product identifier. However, the description does not explicitly state when to use this instead of get_product or site_overview, nor does it give exclusions.

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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