| What it does | Production infrastructure for AI applications with observability, governance, and multi-model support
| MCP server connecting AI agents to Google Search Console, Bing Webmaster Tools and GA4
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| Stage | Not given
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| PL
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| Freemium
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| Pricing | Personal $15/month (25,000 credits); Starter $25/month (50,000 credits); Team $75/month (100,000 credits); Pro $375/month (500,000 credits). Additional credits available at $0.10 per 1,000 credits.
| Free: $0/month (1 site, 200 requests/month, 14 days history). Pro: $19/month or $182/year (10 sites, unlimited requests, 16 months history). Agency: $34/month or $340/year (25 sites, 5 seats, 16 months history).
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| Key features | - Step-level observability with traces showing status, latency, credits, and governance for every step
- Natural-language governance policies with flag and block thresholds
- Model portability: swap 200+ models at any time without code changes
- Automatic content ingestion and vector database indexing for RAG
- Persistent memory banks for conversation context
- Cost tracking per model, agent, and step with credit-based pricing
- Structured output validation ensuring quality responses
- HTTP endpoints for every agent with SDKs for Python, JavaScript, Go, and C#
- ML-based prompt scanner blocking injection attacks in real time
- Evaluation framework with evals that run locally, in CI, and in production
| - Google Search Console data access (clicks, impressions, CTR, position by query, page, country, device)
- SEO reports including quick wins, traffic drops, content decay and cannibalization
- Bing Webmaster Tools integration and IndexNow submissions
- Google Analytics 4 reports and AI assistant referral traffic tracking
- URL inspection and sitemap status
- Email alerts and weekly digest
- Read-only and write access controls
- Works with Claude, ChatGPT, Cursor, Windsurf, VS Code and any MCP client
- OAuth sign-in with no API keys or Google Cloud project required
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| What makes it different | - All production LLM features unified in one runtime with no orchestration stack to assemble
- Local development environment matches production exactly for debugging and verification
- Swap between 200+ models without changing code or workflow logic
- Governance and compliance built-in with real-time prompt injection blocking and policy evaluation
- Transparent credit-based pricing where all operations consume predictable, tracked credits
| - Hosted MCP server with no Google Cloud project or API keys needed
- All three sources (Google Search Console, Bing, GA4) in one connector
- Server-side analysis returning finished numbers instead of raw data exports
- Works on claude.ai and ChatGPT web without desktop-only setup
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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) | 12 ▲ +1 (up) since last check | 17 ▼ −1 (down) since last check |
| Trust Flow (Majestic) | 6 | 0 |
| Citation Flow (Majestic) | 20 | 24 |
| Referring domains (Majestic) | 22 | 13 |