Open-Source Cold Email & Warmup Platform
Warmbly는 메일함을 예열하고 캠페인 전송·답변 triage를 지원하는 오픈소스 콜드 이메일 플랫폼입니다
AI에게 광고 컨텍스트와 도구를 제공해 실제 작업을 수행하게 하고, 조직이 클라이언트·계정·명령을 관리합니다
Give your AI the advertising context and tools to do real work, while your organization controls every client, account and command.
마케팅PythonGitHub @Ad-Superpowers온라인운영자 미확인
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1분 만에 확인하기Manage, analyze, and optimize your ad campaigns across 8 platforms through natural language in Claude Code and Claude Desktop. 120 expert skills · 35 slash commands (29 workflow, 6 utility) · 5 specialized agents · 50 MCP tools
저장소 README에서 가져옴
README 전체를 불러오는 중입니다. 아래는 저장된 발췌입니다.
Manage, analyze, and optimize your ad campaigns across 8 platforms through natural language in Claude Code and Claude Desktop. 120 expert skills · 35 slash commands (29 workflow, 6 utility) · 5 specialized agents · 58 MCP tools The total also includes assets_stage, the private image/video staging tool outs [README 설치·사용 부분 발췌] Install Pick the path that matches how you use Claude. All four give you the MCP tools; only Claude Code and Cowork give you the bundled skills, commands, and agents.README 전문 보기 ↗
Analyze your advertising and analytics accounts across 8 platforms in Claude Code and Claude Desktop, make changes in Meta, Google Ads, TikTok and Tag Manager, and submit or delete Search Console sitemaps.
120 expert skills · 35 slash commands (29 workflow, 6 utility) · 5 specialized agents · 59 MCP tools
| Platform | Skills | MCP Tools | What you can do |
|---|---|---|---|
| Meta Ads | 26 | 14 | Campaign management, creative fatigue analysis, audience targeting, ad creation, budget optimization |
| Google Ads | 32 | 5 | GAQL queries, Performance Max, keyword strategy, bid optimization, campaign creation |
| Google Analytics 4 | 18 | 2 | Event tracking, attribution models, audience building, ecommerce analysis |
| Google Search Console | 2 | 3 | SEO performance, keyword rankings, indexing diagnostics, sitemap management |
| Google Tag Manager | 4 | 4 | Container auditing, consent mode, server-side tagging, conversion setup |
| Google Merchant Center | 0 | 6 | Feed and Shopping reads; separate operator-enabled, guided customLabel4 pilot for one registered product, with a preview and explicit token confirmation for each apply and revert |
| LinkedIn Ads | 11 | 6 | B2B lead gen, ABM targeting, revenue attribution, Thought Leader Ads, CTV |
| TikTok Ads | 10 | 9 | Creative fatigue, video performance, Smart+ campaigns, Search Ads, Shop |
| Cross-platform | 17 | 8 | Unified workflow, workspace_info, skill, skill_update, workflow_update, clients, clients_update, and the pilot-only change_history_query tools; client profiles, attribution reconciliation, SEO vs SEA gaps, budget allocation, competitive analysis |
The total also includes assets_stage, the private image/video staging tool outside these platform rows. When your workspace has upload access, you can upload images up to 20 MB and videos up to 500 MB through Ad Superpowers to Meta, TikTok, LinkedIn and Google Ads, using a connected account your workspace is allowed to change. Seeing the upload tool does not mean your workspace has upload access. The client needs local file access and HTTP upload; installing this plugin does not grant account permissions. Upload acceptance, processing readiness and ad approval are separate. See media upload availability.
Merchant Center reads are generally available. The label pilot is enabled by an operator on request, not by installing this plugin. Its guided acceptance route uses Claude Desktop; this is not a claim of acceptance in Claude Code or Cowork. It does not support general product corrections, batch updates, prices, stock, primary feeds, or feed rules. Pending is not processed; UNKNOWN stops all further changes. When the pilot's Google authorization expires, its owner must reauthorize in the same workspace with the same Google identity. Revert removes only our own single-label input. See the pilot guide.
Pick the path that matches how you use Claude. All four give you the MCP tools; only Claude Code and Cowork give you the bundled skills, commands, and agents.
Requires Claude Code 2.1.74 or newer. Earlier versions had an upstream bug (anthropics/claude-code#21560) that prevented plugin-defined subagents from accessing MCP tools; it is fixed in 2.1.74+. Upgrade with npm i -g @anthropic-ai/claude-code@latest (terminal) or via the VSCode extension marketplace, then Developer: Reload Window.
Add the marketplace once, then install the plugin:
/plugin marketplace add Ad-Superpowers/ad-superpowers-plugin
/plugin install ad-superpowers@ad-superpowers
That's it. The MCP server, all 120 skills, 35 slash commands and 5 agents are bundled.
Cowork supports plugins through an admin UI, not through a slash command. This path is available on Team and Enterprise plans, and only Owners or Primary Owners can add plugins for the organization.
Ad-Superpowers/ad-superpowers-pluginOnce installed, members get the skills, commands, and MCP tools inside Cowork. The 5 bundled subagents do not currently launch in Cowork — see Known limitations below for details and the Skill-based workarounds.
The regular Claude Desktop chat interface doesn't have a plugin system. You can still get the MCP tools by adding Ad Superpowers as a Connector, but you won't get the bundled skills, commands, or agents (those need Claude Code or Cowork).
https://mcp.adsuperpowers.ai/v1If you want the full experience, use Claude Code or Cowork instead.
Install the published Ad Superpowers plugin in ChatGPT and sign in with your own Ad Superpowers account. You get the MCP tools but not the bundled skills, commands or agents. See the ChatGPT setup guide.
No API keys to configure, no manual MCP setup. Authentication happens via OAuth through the Ad Superpowers dashboard.
| Command | What it does |
|---|---|
/ad-superpowers:weekly-performance-pulse | Cross-platform weekly health check |
/ad-superpowers:creative-fatigue-scanner | Detect fatigued creatives across platforms |
/ad-superpowers:budget-allocation-planner | Data-driven budget reallocation recommendations |
/ad-superpowers:keyword-opportunities | SEO vs paid keyword gap analysis |
/ad-superpowers:monthly-executive-summary | Executive-ready monthly performance report |
/ad-superpowers:anomaly-detective | Detect performance anomalies across campaigns |
/ad-superpowers:competitive-landscape-analyzer | Competitive positioning analysis |
Claude automatically delegates to the right agent based on your task:
| Agent | Focus | Triggers |
|---|---|---|
| marketing-strategist | Strategy, competitive analysis, channel selection, personas | "analyze competition", "which channels?", "new client onboarding" |
| media-buyer | Campaign execution, budgets, bidding, audiences, scaling | "create campaign", "optimize budget", "scale winners" |
| creative-analyst | Creative fatigue detection, A/B tests, refresh strategy | "check creative fatigue", "which ads are tired" |
| reporting-agent | Structured performance reports and comparisons | "weekly report", "monthly summary" |
| tracking-specialist | GTM audits, conversion tracking, SEO vs SEA analysis | "audit my GTM", "keyword overlap", "missing conversions" |
Claude automatically uses the right skill based on your question. Skills provide decision frameworks, benchmarks, and actionable recommendations for:
Write controls:
The 5 bundled agents (marketing-strategist, media-buyer, creative-analyst, reporting-agent, tracking-specialist) launch correctly in Claude Code (terminal and VSCode extension, 2.1.74+). They do not currently launch in Cowork, the agentic coding mode inside Claude Desktop.
What's happening: When the plugin is installed in a Cowork session, Cowork's plugin loader reads the plugin's skills, commands, and MCP server correctly, but it does not register the markdown files in agents/ with the Agent tool's subagent_type registry. The Agent tool in Cowork still only exposes its five built-in subagents (general-purpose, Explore, Plan, statusline-setup, claude-code-guide). Attempting Agent(subagent_type="creative-analyst", ...) returns "agent type not found." Our agent files validate cleanly against the plugin spec, so this is a Cowork harness limitation, not a plugin defect.
This is consistent with other known Cowork plugin-loading issues tracked upstream (#39274, #40774), and there is currently no plugin-author-side opt-in, whitelist, or setting that changes this behavior. We have filed a request with Anthropic to expose plugin-bundled agents through Cowork's Agent tool.
What works in Cowork today: Everything except Agent() dispatch.
So in practice, asking Claude directly in Cowork — "run a creative fatigue scan on my Meta account" or "write a weekly performance report" — gives you the same deliverable the subagent would have produced. It loads the relevant skill (meta-creative-fatigue-analyzer, weekly-performance-pulse, etc.) and calls the MCP tools directly in the main thread.
No known limitations on 2.1.74+. All skills, commands, MCP tools, and subagents work as documented. Earlier versions had #21560 (subagents couldn't access plugin MCP tools); that is fixed.
| Component | Claude Code CLI / VSCode | Cowork (Claude Desktop) | Claude Desktop (chat, via Connector) | ChatGPT (via Connector) |
|---|---|---|---|---|
| 120 skills | ✅ | ✅ | ❌ | ❌ |
| 35 commands | ✅ | ✅ | ❌ | ❌ |
| 59 MCP tools | ✅ | ✅ | ✅ | ✅ |
| 5 subagents | ✅ | ❌ (use skills instead) | ❌ | ❌ |
| Tier | Monthly | Annual | Tool calls/mo | Account slots per platform | Users | Platforms |
|---|---|---|---|---|---|---|
| Pro | €99 | €79 | 1,500 | 25 | 1 | All 8 |
| Team | €249 | €199 | 6,000 | 100 | 5 | All 8 |
Free trial: 14 days from workspace creation, 50 tool calls per month. No credit card. The trial includes 25 account slots per platform, 1 user and all 8 platforms. To continue after the trial, choose a paid plan. Annual plans get a 20% discount. A "tool call" is one MCP tool invocation; workflows that fan out to multiple tools count each invocation. Enterprise enquiries use custom usage and volume pricing. Start at adsuperpowers.ai.
MIT, see LICENSE