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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_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

A4/5.0
Behavior5/5

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

Discloses many behavioral traits beyond the annotations: 'Classification: creates billable AI usage,' 'Execution: durable,' 'Mutation modes: validate_only, preview_only, execute,' and 'Partial failure policy: completed_items_not_rolled_back.' It also explains the deterministic idempotency key derivation and the explicit seat requirement for mutations. No contradiction with annotations; in fact, it enriches the idempotentHint.

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

Conciseness3/5

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

The description is a dense block of text, mixing tool behavior with agent output instructions ('Never display raw JSON...'). It is front-loaded with the purpose and then provides operational details, but it is verbose and could be tightened by removing user-response guidance that is not directly about tool invocation.

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

Completeness3/5

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

Given the tool's complexity (27 parameters, output schema present), the description provides a high-level overview, critical operational modes, idempotency, and seat rules. However, it omits how to perform ad-hoc builds without a campaignId, how to specify individual creative/asset parameters, and how the output schema is structured. The output schema covers return values, but the parameter semantics gap leaves it incomplete.

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?

The description clarifies only a handful of 27 parameters (campaignId/campaignName, persistence, seatId/seatName, idempotencyKey) in context. With schema description coverage at 0%, the description is expected to compensate but leaves the majority of parameters (brief, assets, input, template, requestedFormats, skipTraffickedRebuild, etc.) unexplained. The mention of 'saved brief, approved asset set' implies resolution via campaignId, but direct parameter semantics are largely absent.

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 'Build and save existing Studio creative records' and explains the campaign-scoped behavior. It explicitly notes 'Deprecated alias for build_ad,' which distinguishes it from sibling tools like build_campaign_creative_set and leanriq_build_agent_ad. This is a specific verb+resource statement with clear scope.

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 provides usage context: 'Campaign-scoped calls save by default; use persistence preview_only only for an unsaved ad-hoc preview.' It also directs users to build_ad via the 'Deprecated alias' note. However, it does not explicitly compare against all sibling build/create tools or state absolute exclusions beyond the deprecation, so a bit more alternative guidance would elevate it.

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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