| What it does | Hybrid search, graph indexing, and vector-symbolic memory for AI agents
| TikTok videos that outperform, for your agent or your app
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| Stage | Startup
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| Founded | 2026
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| Based in | US
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| Pricing model | Open source
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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.
| Pay as you go: $0.005 per call ($5 for 1,000 calls), $1.00 free credit when you sign up. Top up with $5, $10, $25, $50 (+10% credit) or $100 (+10% credit). Pro plan: $69/month with 1,000 searches per day included. Agency plan: $299/month with 5,000 searches per day included. All paid plans include a
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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
| - Search TikTok videos by keyword, creator, or hashtag
- Measure videos against creator's usual performance (vsUsual metric)
- View history showing performance over time
- Shares per 1,000 views metric
- Sort by trending, outlier, views, recent, engagement or shares
- Track your own accounts with followers and video analytics
- Daily video ideas and AI video checks
- MCP integration with Claude and Cursor
- REST API and command-line interface
- Rate limit of 60 calls per minute, up to 50 videos per call
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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
| - Data refreshed daily with view history tracking, not a live scraper
- Measures performance relative to creator's baseline, not absolute views
- Three public MCP tools work without an API key as preview
- Includes trending hashtags and sounds in search results
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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 | 2 ● no change since last check |
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| Trust Flow (Majestic) | 12 | 5 |
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| Citation Flow (Majestic) | 24 | 13 |
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| Referring domains (Majestic) | 56 | 5 |
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