| What it does | Ontological knowledge graph that surfaces specification gaps, test coverage gaps, and unaddressed architecture standards before code ships
| Local MCP server connecting AI assistants to your computer for terminal, files, and process control
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| Pricing model | Freemium
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| Pricing | Free CLI (MIT + Commons Clause licence, free for own projects including commercial software). Bootstrap Kit $149 one-time per repository (includes 12 months updates, unlimited team members, web visualiser, AI audit commands, architecture standards YAML, Docker setup, and Claude + Kimi Code CLI skill
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| Key features | - Reduced AI orientation tokens (71% fewer on Formbricks codebase)
- Requirements traceability from user stories through use cases to features to tests
- Automated requirement quality checks using 13 QUS criteria and 6 traceability rules without AI API key
- V-model 4-tier test coverage mapping (component, integration, use case flow, end-to-end)
- AI test quality audit across 7 AS-TEST dimensions
- Code scanning for Go, TypeScript, Python, Java, C# with automatic symbol and test linking
- Web visualiser with drill-down graph navigation and entity editor
- Parallel session coordination with in-progress marking
- Docker Compose setup with one-command initialization
| - Terminal command execution with long-running session support
- File operations including text, PDF, Excel, Word, and image support
- Targeted file editing with approximate search
- Content and filename search with ripgrep
- Process management and control
- File preview functionality for compatible MCP clients
- No telemetry or usage tracking
- Local logging of all tool calls in ~/.remotepilot
- Configurable directory and command restrictions
- Docker isolation support for enhanced security
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| What makes it different | - Maps what a system is supposed to do and whether it's verified, not just what code contains or what chats remember
- Surfaces specification gaps that code review cannot detect because the requirement was never written down
- Session start in 30 seconds with three commands replacing ten minutes of manual code reading
- Eliminates duplicate implementations across 12 parallel AI sessions with one shared ontology
- Bootstrap kit ROI in 5 days at 10 sessions/day through orientation token savings
| - Runs entirely on your local machine with no account or remote service required
- Requires approval before AI assistant performs actions
- Works with multiple AI clients including Claude, Cursor, and VS Code
- Free and open source under MIT license
- Transparent local history with no hidden tracking or telemetry
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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) | 4 ▲ +4 (up) since last check | Not checked yet ● no change since last check |
| Trust Flow (Majestic) | 3 | 0 |
| Citation Flow (Majestic) | 19 | 0 |
| Referring domains (Majestic) | 33 | 0 |