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NeedAnAI — AI tool catalogue

Watch a tool for changes

watch_tool
Idempotent

Subscribe to status and pricing changes for a tool (checked every 30 minutes). Delivered to an https webhook or email. Requires an API key (free, from https://needanai.com/profile?tab=api-keys).

Input Schema

NameRequiredDescriptionDefault
slugYesTool slug as it appears in https://needanai.com/tool/<slug>
targetYeshttps webhook URL or email address
channelYes

Output Schema

NameRequiredDescriptionDefault
idYes
targetYes
channelYes
toolSlugYes
createdAtYes
lastNotifiedAtYes

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?

Annotations declare non-readonly, non-destructive, idempotent, closed-world, so safety is covered; the description then adds genuinely new behavior: a 30-minute polling cadence, delivery via https webhook or email, and an explicit API-key requirement with a URL to obtain one. That is meaningful context beyond structured fields. It stops short of describing what happens on delivery failure or how duplicate subscriptions behave, which would have pushed it higher.

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?

Three sentences, each earning its place: what it does and cadence first, delivery channel second, prerequisite/auth last. No filler and the most decision-relevant facts are front-loaded.

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 create-subscription tool with an output schema (so return values need no explanation) and full annotation coverage, the description supplies the key operational facts an agent needs: cadence, delivery mechanism, and auth requirement. Only edge-case behavior such as re-subscribing to an already-watched slug is unaddressed, though idempotentHint implies it is safe.

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 67% and the schema already documents slug format, target length limits, and the channel enum, so the burden on the description is modest. The description reinforces that target must be an https webhook or email and ties channel to those two delivery modes, but adds no format or validation detail 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?

States a specific verb ("Subscribe to") and a specific resource ("status and pricing changes for a tool"), so an agent knows exactly what the call creates. It does not name the sibling tools (unwatch_tool, list_watches) that represent the opposite or listing operation, so sibling differentiation is left to inference rather than stated.

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 by the purpose: use it when you want ongoing monitoring of a tool's status/pricing. However, there is no explicit when-to-use vs when-not guidance, and the relevant alternatives (unwatch_tool to remove a subscription, list_watches to see existing ones) are never mentioned.

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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