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List Studio creatives. Prefer campaignId for deterministic campaign inventory reads. If only campaignName is available, pair it with advertiserId or advertiserName so LeanrIQ can resolve the campaign once, follow pagination centrally, and return the full campaign creative set without local guesswork.

list_creatives
Read-onlyIdempotent

List Studio creatives. Prefer campaignId for deterministic campaign inventory reads. If only campaignName is available, pair it with advertiserId or advertiserName so LeanrIQ can resolve the campaign once, follow pagination centrally, and return the full campaign creative set without local guesswork.. Classification: read-only. Execution: synchronous. Task support: forbidden. 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. This tool is the authoritative saved Studio creative inventory for the requested scope. With an exact campaignId, call list_creatives directly as the first and only inventory read. The MCP response returns a compact inventory containing creative names, IDs, sizes and statuses; use get_creative only when full creative internals are needed. Non-empty rows prove saved creatives exist regardless of campaign build or activation workflow state; a completed empty result is authoritative. Do not call get_campaign first to decide whether creatives exist.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNo
cursorNo
seatIdNo
statusNo
seatNameNo
accountIdNo
campaignIdNo
creativeIdNo
advertiserIdNo
campaignNameNo
advertiserNameNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
dataYes
metaYes
errorNo
statusYes
assistantSummaryYes

TDQS

A4.5/5.0
Behavior5/5

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

Annotations already mark the operation as read-only, idempotent, and non-destructive. The description adds valuable behavioral context: execution is synchronous, task support is forbidden, the response is internal state, a compact inventory is returned, and an empty result is authoritative. No contradiction with annotations.

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 somewhat bloated, with multiple sentences about response formatting and user interaction (e.g., 'Use assistantSummary first', 'Never display raw JSON') that go beyond tool invocation. The core purpose is front-loaded, but the length and repetition reduce conciseness.

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

Completeness5/5

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

For a list tool with 11 parameters, no schema descriptions, and an output schema, the description is thorough. It covers the primary use cases, return content (creative names, IDs, sizes, statuses), the meaning of empty vs non-empty rows, and contrasts with get_creative. An agent has enough context to select and invoke the tool correctly.

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 0%, so the description must compensate. It adds guidance for campaignId, campaignName, advertiserId, and advertiserName, and mentions central pagination. However, it does not explain limit, cursor, status, seatId, seatName, accountId, or creativeId, leaving some parameters semantically unexplained. Partial compensation only.

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 'List Studio creatives' and establishes the tool as the authoritative saved creative inventory. It clearly distinguishes from siblings like get_creative (which provides full internals) and explicitly instructs to call this tool directly rather than get_campaign first, making its purpose and scope unambiguous.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines5/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Provides explicit when-to-use guidance: prefer campaignId for deterministic reads, pair campaignName with advertiserId or advertiserName, and call directly as the first and only inventory read. Also states when to use get_creative instead and warns not to call get_campaign first, giving clear boundaries against alternatives.

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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