MCP 服务器

CreativeScope MCP

Mobile-game ad creative intelligence for MCP-enabled agents, providing live access to creative search, rankings, advertiser profiles, and AI analysis from public ad placements across major SDK ad networks.

README

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)

{
  "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.