| What it does | High-assurance infrastructure for AI agents
| Hosted MCP server connecting Google Analytics, Ads and Search Console to Claude and ChatGPT
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| Stage | Not given
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| Founded | Not given
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| Based in | US
| IE
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| Pricing model | Open source
| Freemium
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| Pricing | Not given
| Free: 50 credits to ask in Caybl, Google Analytics in Claude/ChatGPT with unlimited questions, no card required. Pro: $29/month with 500 credits/month, all data sources (Google Ads, Search Console, Bing, Microsoft Advertising, Tag Manager, YouTube, PageSpeed), and unlimited questions in Claude/ChatG
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| Key features | - Harpe: chooses what an AI agent reads under a token budget with consistent results
- Kibisis: keeps agent memory on your hardware with AES-256-GCM encryption
- Argus: append-only record that detects edits with cryptographic verification
- No network code by default for local and disconnected use
- MIT License with published code, benchmarks and raw results
| - Google Analytics connector with standard reports, realtime reports, funnel reports, account/property lookup, custom dimensions and metrics
- Search Console queries, pages and index status tracking
- Bing Webmaster Tools with crawl health, backlinks and keyword research
- Microsoft Advertising campaigns, keywords and performance management
- Tag Manager container audits and version history
- YouTube channel analytics including revenue for monetized channels
- PageSpeed Insights and Core Web Vitals auditing
- One-click disconnect with immediate OAuth revocation
- Built-in assistant powered by Claude with one-click fixes for negative keywords and budgets
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| What makes it different | - Measured empirical validation across 6,111 questions outperforming full-context models
- Zero plaintext on disk with encrypted vaults matching plaintext accuracy
- 78.3% fewer tokens sent to the model with a 1,200-token budget per turn
- Preserves conversational chronology and relational qualifiers under token budgets
| - No setup required - sign in once with Google, no tokens or credentials to manage
- Ask questions in your own AI (Claude, ChatGPT) with unlimited questions on all plans
- Write access with dry-run preview and approval required before any changes apply
- Data fetched on demand from live APIs, never stored or warehoused
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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 |
| DR (Domain Rating by Ahrefs) | 42 ▲ +1 (up) since last check | 5 ▲ +1 (up) since last check |
| Trust Flow (Majestic) | 3 | 0 |
| Citation Flow (Majestic) | 24 | 27 |
| Referring domains (Majestic) | 62 | 29 |