| What it does | Ask Search Console in plain language from Claude, ChatGPT, Cursor or Claude Code
| The continual learning engine for AI agents
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| Stage | Growing
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| Founded | Not given
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| Based in | Not given
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| Pricing model | Free
| Freemium
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| Pricing | Free with no credit card required, no trial limits, and no paywall features.
| RELAI Free: $0. RELAI Enterprise: Custom pricing.
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| Key features | - Read Search Console data in plain language
- Site overview with clicks, impressions, CTR and average position
- Find ranking opportunities for queries ranking 5-20
- Detect keyword cannibalization across pages
- Analyze branded vs non-branded search traffic
- Inspect URL indexing status and crawl data
- View submitted sitemaps and their errors
- Works with Claude, ChatGPT, Cursor and other MCP clients
- Encrypted token storage and hash-based link revocation
| - Capture signals from code, requirements, and production traces
- Build and maintain EvalsWiki as versioned behavioral knowledge
- Find missing eval coverage and unclear expectations
- Generate complete evals with scenarios, environments, and evaluators
- Optimize harness across prompts, tools, workflows, and code
- Multi-objective optimization for quality, cost, latency, and KPIs
- Model selection, migration, and routing with evaluation
- Regression-controlled improvement with evaluation evidence
- Versioned storage in repository with pull requests
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| What makes it different | - No Google Cloud project or credentials.json required to set up
- Completely free with no card, trial limits, or locked features
- Read-only access prevents any modifications to Search Console data
- Works with any MCP client that supports remote servers
| - Turns failures into replayable learning environments
- Prevents regressions by keeping previous evals in the loop
- Integrates with existing observability stacks and traces
- Preserves business intelligence versioned in repository
- Adapts harness to model changes without redefining use cases
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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) | 30 ▲ +1 (up) since last check | 22 ▼ −1 (down) since last check |
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| Trust Flow (Majestic) | 19 | 13 |
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| Citation Flow (Majestic) | 30 | 25 |
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| Referring domains (Majestic) | 22 | 79 |
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Google Search Console MCP
RELAI