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Build and save existing Studio creative records. When campaignId or campaignName is supplied, LeanrIQ resolves the complete persisted campaign inventory, uses each saved brief, approved asset set, and eligible global or advertiser template, then runs the canonical Studio Gold build path. Campaign-scoped calls save by default; use persistence preview_only only for an unsaved ad-hoc preview. (deprecated alias)

leanriq_build_agent_ad
Idempotent

Build and save existing Studio creative records. When campaignId or campaignName is supplied, LeanrIQ resolves the complete persisted campaign inventory, uses each saved brief, approved asset set, and eligible global or advertiser template, then runs the canonical Studio Gold build path. Campaign-scoped calls save by default; use persistence preview_only only for an unsaved ad-hoc preview.. Deprecated alias for build_ad. Classification: creates billable AI usage. Execution: durable. Task support: optional. Mutation modes: validate_only, preview_only, execute. Partial failure policy: completed_items_not_rolled_back. The returned JSON is internal application state for LeanrIQ and ChatGPT orchestration. Use assistantSummary first when responding to the user. Never display raw JSON, data, or meta unless the user explicitly asks for raw JSON. Mention IDs only when useful for follow-up or debugging. Prefer concise, human language, highlight the most useful insight, and suggest the next best LeanrIQ action. If idempotencyKey is omitted on a mutation, the MCP layer derives a deterministic retry key from the tool and business arguments so an accidental identical replay cannot create duplicate work. For a mutation when more than one seat is authorised, seatId or seatName must be supplied on that exact tool call; a remembered or previously selected seat is not sufficient for a write.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
briefNo
forceNo
inputNo
assetsNo
promptNo
seatIdNo
taskIdNo
assetIdNo
audienceNo
campaignNo
creativeNo
flightIdNo
seatNameNo
templateNo
accountIdNo
objectiveNo
advertiserNo
campaignIdNo
creativeIdNo
templateIdNo
creativeIdsNo
persistenceNo
advertiserIdNo
instructionsNo
idempotencyKeyNo
requestedFormatsNo
skipTraffickedRebuildNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
dataYes
metaYes
errorNo
statusYes
assistantSummaryYes

TDQS

A3.8/5.0
Behavior5/5

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

Annotations already declare readOnlyHint=false and idempotentHint=true, and the description adds substantial context: billable AI usage, durable execution, mutation modes, partial failure policy, default idempotency key derivation, and seat requirement. These details go beyond what annotations provide and give the agent a clearer picture of side effects and constraints.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness2/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is a long, dense block that mixes essential tool behavior with user-response instructions ('Use assistantSummary first... Never display raw JSON...'). This is not concise, and the structure is poor—there are no clear sections, and the response-formatting guidance is arguably out of place in a tool description. The front-loaded purpose statement is the only well-structured element.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness2/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

The tool is complex (27 optional parameters, mutation, several modes), and although an output schema exists, the description does not provide enough guidance on how to select or combine parameters. It only hints at campaign-scoped invocations and seat rules, leaving the agent to guess what inputs are required or appropriate. Important operational details like partial failure and billable usage are covered, but the core 'what to pass' question is unresolved.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters2/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

With 27 parameters and 0% schema description coverage, the description must compensate, but it only explains a few parameters: campaignId/campaignName, persistence, idempotencyKey, and seatId/seatName. The many other parameters (brief, input, assets, prompt, template, etc.) are left entirely unexplained, so the agent cannot determine their meaning or how to combine them.

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 opens with a specific verb and resource: 'Build and save existing Studio creative records.' It goes on to describe the campaign-scoped build path, which clearly states what the tool does. It also distinguishes itself by noting 'Deprecated alias for build_ad,' directly linking to a sibling tool and clarifying its role as an alias.

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 gives explicit guidance on when to use persistence preview_only ('only for an unsaved ad-hoc preview') and notes that campaign-scoped calls save by default. It also states a critical prerequisite for mutations when multiple seats are authorized (seatId or seatName must be supplied). However, it does not explicitly say 'use build_ad instead' or enumerate exclusions, so it stops short of full alternative 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

C2.6/5.0
Disambiguation2/5

The tool set is dominated by deprecated aliases (leanriq_build_ad, leanriq_create_brief, etc.) that duplicate canonical tools exactly, and multiple high-level builders (build_ad, build_campaign_creative_set, leanriq_campaign_builder, launch_creative_campaign) overlap in purpose. An agent would struggle to pick the intended tool without inspecting full descriptions.

Naming Consistency2/5

Canonical tools follow a sensible verb_noun pattern (create_campaign, get_creative, list_flights), but the large number of 'leanriq_' prefixed aliases and special names like leanriq_campaign_builder create a mixed, inconsistent surface. The presence of both build_ad and leanriq_build_ad, or get_current_seat and leanriq_current_seat, breaks any predictable convention.

Tool Count1/5

87 tools is an extreme number for any MCP server, even a broad ad-platform API. The sheer volume, including many duplicate aliases, far exceeds a well-scoped set and will overwhelm agents with unnecessary choices.

Completeness4/5

The core lifecycle is well covered: CRUD for advertisers, campaigns, flights, creatives, versions, assets, plus trafficking, QA, preview, and publishing. Minor gaps exist, such as the missing canonical create_creative_strategy (only a deprecated alias references it) and no direct update_creative, but the domain is functionally complete.

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