LeanrIQ

REMOTE · IQ.LEANRADS.COM · SCANNED AUG 16

Creative-intelligence MCP for campaign strategy, ad builds, QA, and reporting.

Available components

72 72 Trust /100

Trust breakdown (6 categories)

How this component scores in each security and reliability category. Every signal is checked automatically against the live server, and we only credit what we can confirm. How we score →

Endpoint Security91

The endpoint's TLS certificate is valid, in date, and uses a strong key. View diagnostics → Pass
Authorisation is enforced on tool calls, advertised via RFC 9728 protected-resource metadata. Discovery is public, which costs nothing: no tool can be invoked without a token. View diagnostics → Pass
HTTPS is enforced; there's no plaintext access path. View diagnostics → Pass
HSTS check failed: the Strict-Transport-Security header is absent. See how to fix → View diagnostics → Fail
DNSSEC check failed: this domain isn't protected by DNSSEC. See how to fix → View diagnostics → Fail

Transport & Reachability100

Verified streamable-http transport via a live MCP handshake. View diagnostics → Pass

Schema Quality & AI Usability62

100% of prompts and resources have a non-trivial description (not blank, and not just the item's name).Pass
AI-judged instruction clarity (fair).Partial
Context-footprint check failed: tool/resource definitions use about 24095 tokens (~223/item across 108 items; 87 tools + 21 resources), over budget; trim descriptions and params. See how to fix → Fail
Usage-examples check failed: none of the tools include examples. See how to fix → Fail

Stability & Change Management9

Stability check failed: schema churn in the 3 days we've observed: 0 tool removals, 1 breaking changes, 0 auth/transport breaks, 2 additions. See how to fix → Fail

Tool Coverage71

100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
0% of tool parameters carry a description.Fail
Structured output schemas are declared (100% of tools); any adoption earns full credit.Pass

Capabilities100

Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.Pass
Supports UI / widget rendering.Pass

Install

Add this component to your MCP client. Where a client-specific snippet is available, pick your client below and copy it straight into your config; otherwise use the connection detail shown.

remote · iq.leanrads.com

Claude Codex opencode OpenClaw Hermes Other

# add to Claude Code

claude mcp add --transport http leanrads-leanriq https://iq.leanrads.com/mcp

# ~/.codex/config.toml

[mcp_servers.leanrads-leanriq]
url = "https://iq.leanrads.com/mcp"

// opencode.json

{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "leanrads-leanriq": {
      "type": "remote",
      "url": "https://iq.leanrads.com/mcp",
      "enabled": true
    }
  }
}

# add to OpenClaw

openclaw mcp add leanrads-leanriq --url https://iq.leanrads.com/mcp --transport streamable-http

# ~/.hermes/config.yaml

mcp_servers:
  leanrads-leanriq:
    url: "https://iq.leanrads.com/mcp"

// mcp.json

{
  "mcpServers": {
    "leanrads-leanriq": {
      "type": "http",
      "url": "https://iq.leanrads.com/mcp"
    }
  }
}

The mcpServers block is a cross-client convention. Remote transports vary, so check your client's docs.

Changelog Show cosmetic changes

Every change we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.

15 Aug 26 +1

No change was recorded against any check on this day. Stability & Change Management went from 3 to 6.
14 Aug 26 0
- Stability: unverified → fail ▼ security
- A breaking change shipped without a version bump: still 1.0.0 ▼ security
- Tool “get_competitor_intelligence” rewrote its description, which is the text the model reads security
- Tool “leanriq_get_competitor_creative_intelligence” rewrote its description, which is the text the model reads security
- “get_competitor_intelligence” dropped the required parameter “brandName” ▼ functional
- New tool “list_competitor_evidence” functional
- New tool “run_competitor_intelligence” functional
- “get_competitor_intelligence” added an optional parameter “advertiserId” cosmetic
- “get_competitor_intelligence” added an optional parameter “competitorDomain” cosmetic
- “get_competitor_intelligence” added an optional parameter “competitorId” cosmetic
- “get_competitor_intelligence” added an optional parameter “competitorName” cosmetic
- “get_competitor_intelligence” added an optional parameter “includeEvidence” cosmetic
- “leanriq_get_competitor_creative_intelligence” added an optional parameter “advertiserGuidanceSnapshot” cosmetic
- “leanriq_get_competitor_creative_intelligence” added an optional parameter “advertiserId” cosmetic
- “leanriq_get_competitor_creative_intelligence” added an optional parameter “competitorDomain” cosmetic
- “leanriq_get_competitor_creative_intelligence” added an optional parameter “competitorId” cosmetic
- “leanriq_get_competitor_creative_intelligence” added an optional parameter “competitorName” cosmetic
- “leanriq_get_competitor_creative_intelligence” added an optional parameter “competitorWebsite” cosmetic
- “leanriq_get_competitor_creative_intelligence” added an optional parameter “domain” cosmetic
- “leanriq_get_competitor_creative_intelligence” added an optional parameter “evidenceLimit” cosmetic
- “leanriq_get_competitor_creative_intelligence” added an optional parameter “evidenceMode” cosmetic
- “leanriq_get_competitor_creative_intelligence” added an optional parameter “forceRefresh” cosmetic
- “leanriq_get_competitor_creative_intelligence” added an optional parameter “lookbackDays” cosmetic
- “leanriq_get_competitor_creative_intelligence” added an optional parameter “market” cosmetic
- “leanriq_get_competitor_creative_intelligence” added an optional parameter “markets” cosmetic
- “leanriq_get_competitor_creative_intelligence” added an optional parameter “name” cosmetic
- “leanriq_get_competitor_creative_intelligence” added an optional parameter “strategyMode” cosmetic
- “leanriq_get_competitor_creative_intelligence” added an optional parameter “strategyModes” cosmetic
- “leanriq_get_competitor_creative_intelligence” added an optional parameter “targetMarkets” cosmetic
- “get_competitor_intelligence” dropped the optional parameter “adFormat” cosmetic
- “get_competitor_intelligence” dropped the optional parameter “limit” cosmetic
- “get_competitor_intelligence” dropped the optional parameter “region” cosmetic
- “get_competitor_intelligence” dropped the optional parameter “vertical” cosmetic
- “leanriq_get_competitor_creative_intelligence” dropped the optional parameter “adFormat” cosmetic
- “leanriq_get_competitor_creative_intelligence” dropped the optional parameter “vertical” cosmetic
- “get_competitor_intelligence” made “website” optional cosmetic
- “leanriq_get_competitor_creative_intelligence” made “brandName” optional cosmetic
- “leanriq_get_competitor_creative_intelligence” made “website” optional cosmetic
- Tool “get_competitor_intelligence” changed its title: get competitor intelligence → Read saved canonical LeanrIQ Competitor Intelligence V2 for an advertiser-scoped competitor. This does not reacquire evidence or generate new recommendations. cosmetic
- Tool “leanriq_get_competitor_creative_intelligence” changed its title: get competitor intelligence (deprecated alias) → Run canonical LeanrIQ Competitor Intelligence V2 for one advertiser-scoped competitor. Defaults match Studio: 90-day DISPLAY evidence and no mixed social/video banner inference. Without forceRefresh, an existing canonical result is reused when available. (deprecated alias) cosmetic
13 Aug 26 +35
- Transport: unverified → pass ▲ security
- Authorization: Authorisation is enforced on tool calls, advertised via RFC 9728 protected-resource metadata. Discovery is public, which costs nothing: no tool can be invoked without a token. security
- MCP protocol: unverified → pass ▲ functional
- Schema quality: unverified → 100 ▲ functional
- Tool coverage: unverified → 100 ▲ functional
- First check of Tool coverage: 0 functional
- First check of Schema quality: fail functional
- First check of Schema quality: fair functional
- First check of Schema quality: fail functional
- First check of Capabilities: pass functional
- First check of Tool coverage: 100 functional
12 Aug 26 36

First indexed and scored.

Show 1 earlier entry Hide earlier entries

Diagnostics

Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.

Captured 16 Aug 2026 · Probed https://iq.leanrads.com/mcp

TLS valid

Negotiated TLS 1.3 with TLS_AES_128_GCM_SHA256 .

Subject	Issuer	Valid from	Valid until	Key	Signature	Serial
CN=*.leanrads.com	CN=Amazon RSA 2048 M04,O=Amazon,C=US	29 Jan 2026	27 Feb 2027	RSA 2048	SHA256-RSA	aa619a1e2ec7291b45487c3f4bdaf4e
SANs: *.leanrads.com
CN=Amazon RSA 2048 M04,O=Amazon,C=US (CA)	CN=Amazon Root CA 1,O=Amazon,C=US	23 Aug 2022	23 Aug 2030	RSA 2048	SHA256-RSA	773124f2a952e3ed18a58bdb85d1bc0ce5f27
CN=Amazon Root CA 1,O=Amazon,C=US (CA)	CN=Starfield Services Root Certificate Authority - G2,O=Starfield Technologies\, Inc.,L=Scottsdale,ST=Arizona,C=US	25 May 2015	31 Dec 2037	RSA 2048	SHA256-RSA	67f944a2a27cdf3fac2ae2b01f908eeb9c4c6

DNSSEC insecure

Validation of iq.leanrads.com. — Not signed

Zone	DS	Keys	Algorithms	Outcome
.	trust_anchor	20326, 38696	8, 8	Verified
com.	present	19718	13	Verified
leanrads.com.	absent			Unsigned (proven) parent-signed NSEC/NSEC3 proves an unsigned delegation

Authentication Enforced and verified

The endpoint asked for a token and published valid RFC 9728 metadata describing how to get one.

Result	Enforced and verified
Enforced	On tool calls
HTTP status	200

WWW-Authenticate challenge Bearer resource_metadata="https://iq.leanrads.com/.well-known/oauth-protected-resource", scope="leanriq/mcp", error="invalid_token"

Bearer resource_metadata="https://iq.leanrads.com/.well-known/oauth-protected-resource", scope="leanriq/mcp", error="invalid_token"

Protected resource metadata

Document	https://iq.leanrads.com/.well-known/oauth-protected-resource
Retrieved	Yes
Resource	https://iq.leanrads.com/mcp
Authorisation server	https://cognito-idp.eu-north-1.amazonaws.com/eu-north-1_XfPI2dHxz

Transports 2 probes

Transport	URL	Outcome	Status	Location
streamable-http	https://iq.leanrads.com/mcp	Verified	200
http (plaintext)	http://iq.leanrads.com/mcp	HTTPS enforced	301	https://iq.leanrads.com/mcp

MCP tools · 87 exposed · ~23,552 tokens

The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability.

Tool Tokens

list_assets list assets ~221

list assets. 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. Studio assets are scoped resources: pass advertiserId or creativeId when listing assets, and pass one of those scopes together with assetId when retrieving one asset. LeanrIQ returns INVALID_INPUT rather than a misleading empty result when that scope is absent.

Input Output Examples

Name	Type	Req	Description
accountId	string	–	–
advertiserId	string	–	–
campaignId	string	–	–
creativeId	string	–	–
cursor	string	–	–
limit	integer	–	–
seatId	string	–	–
seatName	string	–	–
status	string	–	–

Name	Type	Req	Description
assistantSummary	object	yes	–
data	object	yes	–
error	object	–	–
meta	object	yes	–
status	string	yes	–

No examples provided.

list_campaigns list campaigns ~173

list campaigns. 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.

Input Output Examples

Name	Type	Req	Description
accountId	string	–	–
advertiserId	string	–	–
campaignId	string	–	–
creativeId	string	–	–
cursor	string	–	–
limit	integer	–	–
seatId	string	–	–
seatName	string	–	–
status	string	–	–

Name	Type	Req	Description
assistantSummary	object	yes	–
data	object	yes	–
error	object	–	–
meta	object	yes	–
status	string	yes	–

No examples provided.

list_competitor_evidence List qualified display evidence from saved canonical LeanrIQ Competitor Intelligence V2. Cross-channel inspiration is not mixed into DISPLAY evidence. ~200

List qualified display evidence from saved canonical LeanrIQ Competitor Intelligence V2. Cross-channel inspiration is not mixed into DISPLAY evidence.. 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.

Input Output Examples

Name	Type	Req	Description
advertiserId	string	–	–
competitorDomain	string	–	–
competitorId	string	–	–
competitorName	string	–	–
includeEvidence	boolean	–	–
limit	integer	–	–
seatId	string	–	–
seatName	string	–	–
website	string	–	–

Name	Type	Req	Description
assistantSummary	object	yes	–
data	object	yes	–
error	object	–	–
meta	object	yes	–
status	string	yes	–

No examples provided.

list_competitors list competitors ~174

list competitors. 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.

Input Output Examples

Name	Type	Req	Description
accountId	string	–	–
advertiserId	string	–	–
campaignId	string	–	–
creativeId	string	–	–
cursor	string	–	–
limit	integer	–	–
seatId	string	–	–
seatName	string	–	–
status	string	–	–

Name	Type	Req	Description
assistantSummary	object	yes	–
data	object	yes	–
error	object	–	–
meta	object	yes	–
status	string	yes	–

No examples provided.

list_creative_versions list creative versions ~194

list creative versions. 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.

Input Output Examples

Name	Type	Req	Description
accountId	string	–	–
advertiserId	string	–	–
assetId	string	–	–
campaignId	string	–	–
creativeId	string	yes	–
flightId	string	–	–
previewId	string	–	–
seatId	string	–	–
seatName	string	–	–
taskId	string	–	–
templateId	string	–	–

Name	Type	Req	Description
assistantSummary	object	yes	–
data	object	yes	–
error	object	–	–
meta	object	yes	–
status	string	yes	–

No examples provided.

list_creatives 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… ~338

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 Output Examples

Name	Type	Req	Description
accountId	string	–	–
advertiserId	string	–	–
advertiserName	string	–	–
campaignId	string	–	–
campaignName	string	–	–
creativeId	string	–	–
cursor	string	–	–
limit	integer	–	–
seatId	string	–	–
seatName	string	–	–
status	string	–	–

Name	Type	Req	Description
assistantSummary	object	yes	–
data	object	yes	–
error	object	–	–
meta	object	yes	–
status	string	yes	–

No examples provided.

list_flights list flights ~173

list flights. 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.

Input Output Examples

Name	Type	Req	Description
accountId	string	–	–
advertiserId	string	–	–
campaignId	string	–	–
creativeId	string	–	–
cursor	string	–	–
limit	integer	–	–
seatId	string	–	–
seatName	string	–	–
status	string	–	–

Name	Type	Req	Description
assistantSummary	object	yes	–
data	object	yes	–
error	object	–	–
meta	object	yes	–
status	string	yes	–

No examples provided.

list_tasks list tasks ~172

list tasks. 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.

Input Output Examples

Name	Type	Req	Description
accountId	string	–	–
advertiserId	string	–	–
campaignId	string	–	–
creativeId	string	–	–
cursor	string	–	–
limit	integer	–	–
seatId	string	–	–
seatName	string	–	–
status	string	–	–

Name	Type	Req	Description
assistantSummary	object	yes	–
data	object	yes	–
error	object	–	–
meta	object	yes	–
status	string	yes	–

No examples provided.

list_templates list templates ~172

list templates. 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.

Input Output Examples

Name	Type	Req	Description
accountId	string	–	–
advertiserId	string	–	–
campaignId	string	–	–
creativeId	string	–	–
cursor	string	–	–
limit	integer	–	–
seatId	string	–	–
seatName	string	–	–
status	string	–	–

Name	Type	Req	Description
assistantSummary	object	yes	–
data	object	yes	–
error	object	–	–
meta	object	yes	–
status	string	yes	–

No examples provided.

preview_trafficking_output preview trafficking output ~181

preview trafficking output. 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.

Input Output Examples

Name	Type	Req	Description
accountId	string	yes	–
approvalId	string	–	–
creativeId	string	–	–
dryRun	boolean	–	–
flightId	string	yes	–
force	boolean	–	–
idempotencyKey	string	–	–
seatId	string	–	–
seatName	string	–	–

Name	Type	Req	Description
assistantSummary	object	yes	–
data	object	yes	–
error	object	–	–
meta	object	yes	–
status	string	yes	–

No examples provided.

promote_creative_workspace Deliberately promote one approved LeanrIQ creative workspace into Studio. The workspace and selected territory are retained, and a repeated promotion returns the recorded result rather than duplicati… ~316

Deliberately promote one approved LeanrIQ creative workspace into Studio. The workspace and selected territory are retained, and a repeated promotion returns the recorded result rather than duplicating Studio production records.. Classification: writes to Studio, 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 Output Examples

Name	Type	Req	Description
accountId	string	–	–
advertiserId	string	–	–
approvalId	string	–	–
campaignId	string	–	–
campaignName	string	–	–
idempotencyKey	string	–	–
seatId	string	–	–
seatName	string	–	–
workspaceId	string	yes	–

Name	Type	Req	Description
assistantSummary	object	yes	–
data	object	yes	–
error	object	–	–
meta	object	yes	–
status	string	yes	–

No examples provided.

provide_performance_feedback provide performance feedback ~259

provide performance feedback. Classification: writes to Studio. Execution: synchronous. Task support: forbidden. 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 Output Examples

Name	Type	Req	Description
accountId	string	yes	–
creativeId	string	–	–
feedback	object	yes	–
flightId	string	–	–
idempotencyKey	string	yes	–
seatId	string	–	–
seatName	string	–	–

Name	Type	Req	Description
assistantSummary	object	yes	–
data	object	yes	–
error	object	–	–
meta	object	yes	–
status	string	yes	–

No examples provided.

push_flight_to_yahoo Publish path for approved work only: traffick and certify a saved Studio flight, generate or reuse ad-server tags, and push the resulting inactive or approved payload to Yahoo DSP with audit evidence. ~299

Publish path for approved work only: traffick and certify a saved Studio flight, generate or reuse ad-server tags, and push the resulting inactive or approved payload to Yahoo DSP with audit evidence.. Classification: writes to Studio, publishes externally. Execution: synchronous. Task support: forbidden. 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 Output Examples

Name	Type	Req	Description
accountId	string	–	–
approvalId	string	–	–
creativeIds	array	–	–
flightId	string	yes	–
idempotencyKey	string	yes	–
seatId	string	–	–
seatName	string	–	–

Name	Type	Req	Description
assistantSummary	object	yes	–
data	object	yes	–
error	object	–	–
meta	object	yes	–
status	string	yes	–

No examples provided.

qa_creative QA a creative for launch readiness with actionable issues, certification evidence, and next steps before preview, revision, or trafficking. ~243

QA a creative for launch readiness with actionable issues, certification evidence, and next steps before preview, revision, or trafficking.. Classification: creates billable AI usage. Execution: synchronous. Task support: forbidden. 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.

Input Output Examples

Name	Type	Req	Description
brand	string	yes	–
context	string	–	–
creative	object	yes	–
format	string	yes	–
objective	string	yes	–
rules	array	–	–
seatId	string	–	–
seatName	string	–	–

Name	Type	Req	Description
assistantSummary	object	yes	–
data	object	yes	–
error	object	–	–
meta	object	yes	–
status	string	yes	–

No examples provided.

refresh_brand_profile Refresh and save a standalone Studio advertiser brand profile. ~279

Refresh and save a standalone Studio advertiser brand profile.. Classification: writes to Studio, creates billable AI usage. Execution: synchronous. Task support: forbidden. 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 Output Examples

Name	Type	Req	Description
accountId	string	yes	–
advertiserId	string	yes	–
brandName	string	yes	–
brandUrl	string	yes	–
forceRefresh	boolean	–	–
idempotencyKey	string	yes	–
seatId	string	–	–
seatName	string	–	–

Name	Type	Req	Description
assistantSummary	object	yes	–
data	object	yes	–
error	object	–	–
meta	object	yes	–
status	string	yes	–

No examples provided.

refresh_brand_visuals refresh brand visuals ~280

refresh brand visuals. Classification: writes to Studio, creates billable AI usage. Execution: synchronous. Task support: forbidden. 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 Output Examples

Name	Type	Req	Description
accountId	string	yes	–
advertiserId	string	yes	–
brandName	string	yes	–
idempotencyKey	string	yes	–
options	object	–	–
seatId	string	–	–
seatName	string	–	–
storage	object	–	–
websiteUrl	string	yes	–

Name	Type	Req	Description
assistantSummary	object	yes	–
data	object	yes	–
error	object	–	–
meta	object	yes	–
status	string	yes	–

No examples provided.

restore_creative_version restore creative version ~289

restore creative version. Classification: writes to Studio. Execution: synchronous. Task support: forbidden. 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 Output Examples

Name	Type	Req	Description
accountId	string	yes	–
approvalId	string	–	–
changeSummary	string	–	–
creative	object	–	–
creativeId	string	yes	–
dryRun	boolean	–	–
expectedVersion	–	–	–
idempotencyKey	string	yes	–
seatId	string	–	–
seatName	string	–	–
versionId	string	yes	–

Name	Type	Req	Description
assistantSummary	object	yes	–
data	object	yes	–
error	object	–	–
meta	object	yes	–
status	string	yes	–

No examples provided.

retraffick_creative retraffick creative ~276

retraffick creative. Classification: publishes externally. 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 Output Examples

Name	Type	Req	Description
accountId	string	yes	–
approvalId	string	–	–
creativeId	string	yes	–
dryRun	boolean	–	–
flightId	string	yes	–
force	boolean	–	–
idempotencyKey	string	–	–
seatId	string	–	–
seatName	string	–	–

Name	Type	Req	Description
assistantSummary	object	yes	–
data	object	yes	–
error	object	–	–
meta	object	yes	–
status	string	yes	–

No examples provided.

retraffick_flight retraffick flight ~276

retraffick flight. Classification: publishes externally. 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 Output Examples

Name	Type	Req	Description
accountId	string	yes	–
approvalId	string	–	–
creativeId	string	–	–
dryRun	boolean	–	–
flightId	string	yes	–
force	boolean	–	–
idempotencyKey	string	–	–
seatId	string	–	–
seatName	string	–	–

Name	Type	Req	Description
assistantSummary	object	yes	–
data	object	yes	–
error	object	–	–
meta	object	yes	–
status	string	yes	–

No examples provided.

retry_task retry task ~247

retry task. Classification: read-only. 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 Output Examples

Name	Type	Req	Description
accountId	string	–	–
idempotencyKey	string	–	–
reason	string	–	–
seatId	string	–	–
seatName	string	–	–
taskId	string	yes	–

Name	Type	Req	Description
assistantSummary	object	yes	–
data	object	yes	–
error	object	–	–
meta	object	yes	–
status	string	yes	–

No examples provided.

revise_creative Revise an existing saved Studio creative from plain-language instructions, save the updated creative, and return fresh preview links plus QA/certification context for review. ~324

Revise an existing saved Studio creative from plain-language instructions, save the updated creative, and return fresh preview links plus QA/certification context for review.. 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 Output Examples

Name	Type	Req	Description
accountId	string	–	–
approvalId	string	–	–
creativeId	string	yes	–
dryRun	boolean	–	–
expectedVersion	–	–	–
idempotencyKey	string	yes	–
instructions	array	–	–
persistence	string	–	–
prompt	string	–	–
saveToStudio	boolean	–	–
seatId	string	–	–
seatName	string	–	–

Name	Type	Req	Description
assistantSummary	object	yes	–
data	object	yes	–
error	object	–	–
meta	object	yes	–
status	string	yes	–

No examples provided.

run_competitor_intelligence Run canonical LeanrIQ Competitor Intelligence V2 for one advertiser-scoped competitor. Defaults match Studio: 90-day DISPLAY evidence and no mixed social/video banner inference. Without forceRefresh,… ~385

Run canonical LeanrIQ Competitor Intelligence V2 for one advertiser-scoped competitor. Defaults match Studio: 90-day DISPLAY evidence and no mixed social/video banner inference. Without forceRefresh, an existing canonical result is reused when available.. Classification: creates billable AI usage. Execution: synchronous. Task support: forbidden. 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.

Input Output Examples

Name	Type	Req	Description
advertiserGuidanceSnapshot	object	–	–
advertiserId	string	–	–
brandName	string	–	–
competitorDomain	string	–	–
competitorId	string	–	–
competitorName	string	–	–
competitorWebsite	string	–	–
domain	string	–	–
evidenceLimit	integer	–	–
evidenceMode	string	–	–
forceRefresh	boolean	–	–
limit	integer	–	–
lookbackDays	integer	–	–
market	–	–	–
markets	–	–	–
name	string	–	–
region	string	–	–
seatId	string	–	–
seatName	string	–	–
strategyMode	string	–	–
strategyModes	array	–	–
targetMarkets	–	–	–
website	string	–	–

Name	Type	Req	Description
assistantSummary	object	yes	–
data	object	yes	–
error	object	–	–
meta	object	yes	–
status	string	yes	–

No examples provided.

run_creative_chain run creative chain ~435

run creative chain. Classification: writes to Studio, creates billable AI usage. Execution: synchronous. Task support: forbidden. 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 Output Examples

Name	Type	Req	Description
KPI	string	–	–
accountId	string	–	–
advertiserId	string	–	–
audience	string	–	–
brand	–	–	–
budget	–	–	–
buildAds	boolean	–	–
campaignId	string	–	–
campaignName	string	–	–
channel	string	–	–
constraints	array	–	–
creativeId	string	–	–
creativeIds	array	–	–
deliverables	array	–	–
endDate	string	–	–
force	boolean	–	–
funnelStage	string	–	–
goal	string	–	–
idempotencyKey	string	–	–
mustAvoid	array	–	–
mustInclude	array	–	–
objective	string	–	–
offer	string	–	–
product	string	–	–
saveToStudio	boolean	–	–
seatId	string	–	–
seatName	string	–	–
startDate	string	–	–
targetSizes	array	–	–
tone	string	–	–

Name	Type	Req	Description
assistantSummary	object	yes	–
data	object	yes	–
error	object	–	–
meta	object	yes	–
status	string	yes	–

No examples provided.

traffick_creative traffick creative ~274

traffick creative. Classification: publishes externally. 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 Output Examples

Name	Type	Req	Description
accountId	string	yes	–
approvalId	string	–	–
creativeId	string	yes	–
dryRun	boolean	–	–
flightId	string	yes	–
force	boolean	–	–
idempotencyKey	string	–	–
seatId	string	–	–
seatName	string	–	–

Name	Type	Req	Description
assistantSummary	object	yes	–
data	object	yes	–
error	object	–	–
meta	object	yes	–
status	string	yes	–

No examples provided.

traffick_flight traffick flight ~274

traffick flight. Classification: publishes externally. 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 Output Examples

Name	Type	Req	Description
accountId	string	yes	–
approvalId	string	–	–
creativeId	string	–	–
dryRun	boolean	–	–
flightId	string	yes	–
force	boolean	–	–
idempotencyKey	string	–	–
seatId	string	–	–
seatName	string	–	–

Name	Type	Req	Description
assistantSummary	object	yes	–
data	object	yes	–
error	object	–	–
meta	object	yes	–
status	string	yes	–

No examples provided.

update_advertiser update advertiser ~272

update advertiser. Classification: writes to Studio. Execution: synchronous. Task support: forbidden. 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 Output Examples

Name	Type	Req	Description
accountId	string	yes	–
advertiserId	string	yes	–
approvalId	string	–	–
dryRun	boolean	–	–
expectedVersion	–	–	–
idempotencyKey	string	yes	–
patch	object	yes	–
seatId	string	–	–
seatName	string	–	–

Name	Type	Req	Description
assistantSummary	object	yes	–
data	object	yes	–
error	object	–	–
meta	object	yes	–
status	string	yes	–

No examples provided.

update_campaign Update a Studio campaign. Use the canonical campaign fields inside patch, including campaignName, funnelStage, targetImpressions, primaryKpi, and secondaryKpi when those values are being changed. ~306

Update a Studio campaign. Use the canonical campaign fields inside patch, including campaignName, funnelStage, targetImpressions, primaryKpi, and secondaryKpi when those values are being changed.. Classification: writes to Studio. Execution: synchronous. Task support: forbidden. 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 Output Examples

Name	Type	Req	Description
accountId	string	yes	–
approvalId	string	–	–
campaignId	string	yes	–
dryRun	boolean	–	–
expectedVersion	–	–	–
idempotencyKey	string	yes	–
patch	object	yes	–
seatId	string	–	–
seatName	string	–	–

Name	Type	Req	Description
assistantSummary	object	yes	–
data	object	yes	–
error	object	–	–
meta	object	yes	–
status	string	yes	–

No examples provided.

update_flight update flight ~302

update flight. Classification: writes to Studio. 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 Output Examples

Name	Type	Req	Description
accountId	string	–	–
advertiserId	string	–	–
approvalId	string	–	–
campaignId	string	–	–
creativeConfigs	array	–	–
dryRun	boolean	–	–
expectedVersion	–	–	–
flightId	string	yes	–
idempotencyKey	string	–	–
name	string	–	–
platform	string	–	–
seatId	string	–	–
seatName	string	–	–

Name	Type	Req	Description
assistantSummary	object	yes	–
data	object	yes	–
error	object	–	–
meta	object	yes	–
status	string	yes	–

No examples provided.

validate_flight validate flight ~192

validate flight. 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.

Input Output Examples

Name	Type	Req	Description
accountId	string	–	–
advertiserId	string	–	–
assetId	string	–	–
campaignId	string	–	–
creativeId	string	–	–
flightId	string	yes	–
previewId	string	–	–
seatId	string	–	–
seatName	string	–	–
taskId	string	–	–
templateId	string	–	–

Name	Type	Req	Description
assistantSummary	object	yes	–
data	object	yes	–
error	object	–	–
meta	object	yes	–
status	string	yes	–

No examples provided.

On this page

Handy links

Scoring key

80+ high trust
60–79 medium
below 60 low

How we score

Score history · last 30 days

12 Aug 16 Aug