| What it does | MCP server connecting Google Ads, LinkedIn Ads, Microsoft Ads, and Google Search Console to Claude and ChatGPT for PPC work
| A harness for comprehension: understand code better and faster, especially code AI agents write
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| Stage | Not given
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| Founded | Not given
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| Based in | MD
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| Pricing model | Freemium
| Paid
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| Pricing | Free: 500 requests first month (drops to 50/month after), view-only, 1 platform. Pro: $29/month, 5,000 requests/month, 200 edits/month, all platforms. Max: $89/month, unlimited requests, unlimited edits, all platforms, 3 team members. Agency: Custom pricing, unlimited requests and edits, per-seat pr
| $15 a month, free for a month from the first launch. One subscription covers all your Macs. Billed monthly through Polar; cancel anytime in the customer portal.
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| Key features | - Google Ads MCP with search term audits, pacing checks, and preview before changes
- LinkedIn Ads MCP with campaign, audience, creative, and conversion data access
- Microsoft Ads MCP with search, Performance Max, audience tools, and Google Ads import
- Google Search Console MCP with organic reports and paid vs organic analysis
- Read-only by default with per-platform write access control
- Preview-confirm-execute flow for all write actions
- Multi-account and Manager (MCC) support
- Encrypted platform tokens at rest
- Per-tool-call audit log for every change
- Works with Claude, ChatGPT, Cursor, Codex, and VS Code with GitHub Copilot
| - User journey visualization for pull requests showing blast radius and impact
- AI-generated flow diagrams from code using Claude
- Drill-down to actual code and methods behind each step
- Call graph visualization showing method relationships
- AI question answering about code steps using Claude
- Offline analysis for most languages with .NET SDK support for C#
- GitHub integration for private repository access
- Persistent layout between runs for consistent navigation
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| What makes it different | - Connects to three platforms with write access, including LinkedIn write access few other tools offer
- Built by a working PPC specialist who runs the same audits on client accounts daily
- Can execute work with preview before every change, not just analyze
- Normalized metrics across platforms for accurate comparison
| - Visualizes code as interactive maps with user journeys showing the full blast radius of changes
- Runs locally on your Mac with only Claude API calls going over the network
- AI-generated flow diagrams connect pull requests to actual business logic via real code methods
- Uses language-specific parsers for accurate code analysis instead of heuristics
- One subscription covers all your Macs with no signup or card required for first month
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| Free plan | Not given
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| Open source | Not given
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| Platforms | Not given
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| Public API | Not given
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| Community votes | 0 | 0 |
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| DR (Domain Rating by Ahrefs) | 8 ▼ −1 (down) since last check | Not checked yet ● no change since last check |
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| Trust Flow (Majestic) | 25 | 0 |
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| Citation Flow (Majestic) | 28 | 18 |
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| Referring domains (Majestic) | 118 | 18 |
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