| What it does | Hybrid search, graph indexing, and vector-symbolic memory for AI agents
| Hosted MCP server connecting Google Analytics, Ads and Search Console to Claude and ChatGPT
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| Stage | Startup
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| Founded | 2026
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| Based in | US
| IE
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| Pricing model | Open source
| Freemium
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| Pricing | Open source under Apache-2.0 license. WARM Cloud is in development with usage-based pricing for sync, backup and verification; details to be published at launch.
| 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 | - Hybrid search combining BM25 lexical and vector scoring
- Vertex graph vector index with 2.29-2.75x throughput vs hnswlib
- Vector-symbolic fact memory with holographic reduced representations
- AES-256-GCM encryption at rest with Argon2id key derivation
- Signed audit log with Ed25519 and W3C DID identity
- Secure purge that overwrites deleted data with zeros
- Crash-safe append-only log with checksumming
- Native Rust API with Python HTTP client and Node.js bindings
- MCP server integration for editors and AI agents
- WARM Cloud sync, backup and verification without server access to keys or documents
| - 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 | - Runs entirely locally in your process with no network calls or telemetry
- Encryption at rest built into the open-source engine itself, not an enterprise add-on
- Significantly faster vector search than hnswlib with graph-indexed vertex retrieval
- Signed provenance and verified audit trail using C2PA, COSE and SCITT standards
- Embedded library model eliminates dependency on external services or vendor lock-in
| - 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 |
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| DR (Domain Rating by Ahrefs) | 26 ● no change since last check | 5 ▲ +1 (up) since last check |
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| Trust Flow (Majestic) | 12 | 0 |
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| Citation Flow (Majestic) | 24 | 27 |
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| Referring domains (Majestic) | 56 | 29 |
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warm-rust
Caybl.ai