| What it does | Tools that work for you, not the company that built them
| Structural code intelligence for AI assistants
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| Stage | Established
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| Founded | 2021
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| Based in | US
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| Pricing model | Not given
| Freemium
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| Pricing | Not given
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| Key features | - Code review with confidence scoring and deduplication
- GitHub Actions integration for PR reviews
- Agent conversation history analysis
| - 12-language parsing with tree-sitter
- Impact analysis showing callers and dependencies
- Knowledge graph with confidence-tagged edges
- Four-source retrieval fusing structure, memory, graph and semantic search
- MCP server with 35 tools for AI assistants
- REST API with 46 routes and CLI with 51 commands
- VS Code extension with impact analysis and hover information
- Web console for indexing, searching and exploring code graph
- Syntax-aware reversible compression
- Repository memory with hierarchical summaries
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| What makes it different | - Software that works for you, not the company that built it
- Open agent ecosystem that users can understand, modify, and verify
- Catches coding agent mistakes by reading conversation history
- Zero telemetry and no account required
- Works with local models and multiple AI providers
| - Structural understanding of code relationships, not just text similarity
- Local-first architecture with no code leaving your machines
- Unified engine across multiple interfaces: MCP, REST, CLI, VS Code and browser
- LLM-agnostic and works with any AI assistant
- Community Edition free for teams with no key or time limit
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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) | 63 ▼ −1 (down) since last check | Not checked yet ● no change since last check |
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| Trust Flow (Majestic) | 17 | 0 |
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| Citation Flow (Majestic) | 42 | 0 |
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| Referring domains (Majestic) | 1187 | 0 |
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