ai.creativescope/creative-intelligence MCP Server

This hosted Model Context Protocol (MCP) server provides mobile-game ad creative intelligence to any MCP-enabled agent. It exposes capabilities for creative search, rankings, and AI hook analysis across SDK ad networks. The server is designed for live access to creative intelligence data relevant to mobile advertising.

🛠️ Key Features

Mobile-game ad creative intelligence
Creative search across SDK ad networks
Rankings
AI hook analysis
Tool surface area: 12 tools

🚀 Use Cases

Searching mobile-game ad creatives from SDK ad networks
Comparing or evaluating creatives using rankings
Extracting or analyzing “hooks” from ad creative using AI hook analysis

⚡ Developer Benefits

Hosted MCP server for AI agents
Live access to mobile-game advertising creative intelligence
Standardized MCP integration with 12 available tools

⚠️ Limitations

Scope is limited to mobile-game ad creative intelligence and the listed functions (search, rankings, AI hook analysis) across SDK ad networks.

CreativeScope MCP

Mobile-game ad creative intelligence for any MCP-enabled agent.

CreativeScope is a hosted Model Context Protocol server that gives your AI agent live access to mobile-game advertising creative intelligence — creative search, Rising/Evergreen rankings, advertiser & studio profiles, similar-creative lookup, and AI hook analysis — compiled from publicly available ad placements across major SDK ad networks.

Works with Claude, Codex, Cursor, or any MCP-compatible client. Claude is used only as an example below.

Website: https://creativescope.ai
Get an API key (free tier available): https://creativescope.ai/mcp
Pricing & limits: https://creativescope.ai/pricing

Why CreativeScope

SDK ad-network coverage — beyond the usual Meta Ad Library: AppLovin, Mintegral, Unity, ironSource, Vungle, Pangle, AdMob, TikTok and more.
Game-specialized — genres, opening hooks, playables, UGC styles, art styles, moods, and creative patterns tuned for UA teams.
AI analysis, not just a feed — representative hooks, confidence-scored insights, and "why it's relevant" reasoning returned as structured data your agent can act on.

Connecting

CreativeScope is a remote MCP server.

Endpoint: https://mcp.creativescope.ai/mcp
Transport: Streamable HTTP (stateless)
Auth: OAuth (recommended where supported) or API key (Authorization: Bearer <api_key>, also accepts X-Api-Key: <api_key>)

Claude Desktop / Claude.ai (OAuth — no key needed)

Settings → Connectors → Add connector, paste https://mcp.creativescope.ai/mcp, then authorize on the CreativeScope page. You're connected — all tools available immediately.

API key (other clients)

Get a free key at https://creativescope.ai/mcp — keys look like cs_live_.... Keep them secret; don't commit or share them.

Cursor / Codex (via mcp-remote)

json

{
  "mcpServers": {
    "creativescope": {
      "command": "npx",
      "args": [
        "-y",
        "mcp-remote",
        "https://mcp.creativescope.ai/mcp",
        "--header",
        "Authorization: Bearer cs_live_YOUR_KEY"
      ]
    }
  }
}

Clients that support remote MCP servers natively can point directly at https://mcp.creativescope.ai/mcp and set the Authorization header to Bearer cs_live_YOUR_KEY.

Tools

Tool	What it does
`search_creatives`	Search game ad creatives by natural language, platform, country, genre, format, and date range
`get_creative_detail`	Full detail for one creative: delivery data, tag insights, and raw AI analysis
`find_similar_creatives`	Find creatives in the same cluster as a given `creative_id`
`search_advertisers`	Search advertisers, games, and studios
`get_advertiser_profile`	Profile for an advertiser or game
`submit_reference_image_search`	Start an async "find similar by reference image" job
`get_reference_image_search_status`	Poll a reference-image job's status
`get_reference_image_search_results`	Fetch results once a reference-image job completes
`generate_weekly_creative_brief`	Generate a weekly creative brief
`get_creative_rankings`	Rising / Evergreen creative rankings
`get_game_rank_markets`	App Store / Google Play chart presence by country, category, store, and rank type
`get_game_rank_trend`	Daily store-ranking series over a date range (best or exact mode)

Most list tools return up to 20 items per call. Analysis fields are returned in English; some raw ai_analysis fields in get_creative_detail may still contain Chinese pending full localization.

Agent Skills

Ready-made Agent Skills that teach your agent proven CreativeScope workflows — install the folders from skills/ into your client (Claude, Codex, or any Agent-Skills-compatible host):

Skill	What it does
`creativescope-best-practices`	Foundation layer: tool selection, filters, pitfalls, and honesty rules for all CreativeScope tools
`competitor-creative-audit`	Full creative-strategy audit for one advertiser: identity resolution, store performance, tiered creative sampling, cross-validation
`weekly-inspiration-brief`	Shareable weekly creative brief for a genre/market, with count-verified patterns
`image-similarity-scan`	Async reference-image similarity search: submit → poll → results, with relevance review
`mobile-ua-creative-strategy`	UA creative strategy playbook: hook taxonomy, two-week testing cadence, production briefs

Start with creativescope-best-practices — the other skills build on it.

Example prompts

"Show me the top rising match-3 ad creatives in the US over the last 30 days."
"Find UGC-style ads with a fail-state opening hook for puzzle games."
"Profile the advertiser behind this creative and show 5 similar creatives."

Plans

Free, Pro, and Team plans differ in tool access and monthly quota. See https://creativescope.ai/pricing. Usage is metered per tool call.

Data

Creative intelligence is compiled from publicly available ad placements and concerns businesses and their public advertising activity, not private individuals. Ad creatives, game titles, and trademarks belong to their respective owners. To request review or removal, contact support@creativescope.ai.

License

MIT — see LICENSE. This repository contains the public listing and connection metadata for the CreativeScope MCP service; the hosted service itself is proprietary.

query	string	required	Natural-language search query in the user's original language. Do not append generated Chinese translations to an English query; the service performs Chinese source-label expansion internally.
platform	string \| null	optional	Ad platform filter. Supported values: facebook, instagram, messenger, audience_network, threads, admob, youtube, tiktok, mintegral, unity, applovin, ironsource, vungle, pangle.
country	string \| null	optional	ISO 3166-1 alpha-2 country code, for example US, JP, KR, GB.
genre	string \| null	optional	Game genre or sub-genre in the user's original language, for example match-3, puzzle, or SLG. Chinese source-label expansion is internal.
format	string \| null	optional	Creative format: image, video, or playable.
orientation	string \| null	optional	Optional creative orientation: portrait, landscape, or square. For video, this is derived from existing media width and height metadata.
date_range	string \| null	optional	Date range. Supports last_7_days, last_30_days, last_90_days, or 'YYYY-MM-DD..YYYY-MM-DD'. Defaults to last_90_days.
limit	integer \| null	optional	Number of creatives to return. Maximum 20.

type	string	required	Ranking type: rising or evergreen.
period	string	required	Ranking period: day, week, or month. Evergreen supports month only; other values are normalized to month.
genre	string \| null	optional	Optional genre/category filter in the user's original language, for example match-3 or SLG. Chinese source-label expansion is internal.
limit	integer \| null	optional	Number of ranked creatives to return. Maximum 20.

genre	string \| null	optional	Game genre or sub-genre in the user's original language, for example match-3 or puzzle. Chinese source-label expansion is internal.
platform	string \| null	optional	Ad platform filter. Supported values: facebook, instagram, messenger, audience_network, threads, admob, youtube, tiktok, mintegral, unity, applovin, ironsource, vungle, pangle.
country	string \| null	optional	ISO 3166-1 alpha-2 country code, for example US, JP, KR, GB.
format	string \| null	optional	Creative format: image, video, or playable.
date_range	string \| null	optional	Date range. Supports last_7_days, last_30_days, last_90_days, or 'YYYY-MM-DD..YYYY-MM-DD'. Defaults to last_7_days.
limit	integer \| null	optional	Number of representative creatives to include. Maximum 20.

query	string	required	Advertiser, studio, or game name query.
genre	string \| null	optional	Game genre or sub-genre filter in the user's original language. Chinese source-label expansion is internal.
region	string \| null	optional	Region or ISO country code filter. Exact matching depends on current availability metadata.
platform	string \| null	optional	Optional ad platform filter. Supported values include facebook, instagram, tiktok, admob, youtube, unity, applovin, mintegral, ironsource, vungle, and pangle.
limit	integer \| null	optional	Number of advertisers to return. Maximum 20.

job_id	string	required	Job ID returned by submit_reference_image_search.
limit	integer \| null	optional	Maximum number of hydrated creative records to return. Maximum 20.

CreativeScope — Mobile Game Ad Creative Intelligence

ai.creativescope/creative-intelligence MCP Server

🛠️ Key Features

🚀 Use Cases

⚡ Developer Benefits

⚠️ Limitations

search_creatives

get_creative_detail

get_creative_rankings

generate_weekly_creative_brief

search_advertisers

get_advertiser_profile

get_reference_image_search_results

get_game_rank_markets

get_game_rank_trend

submit_reference_image_search

find_similar_creatives

get_reference_image_search_status