Features
Knowledge graph of codebase built with tree-sitter and DuckDB
25 MCP tools for AI assistants
Persistent memory store (SQLite) for cross-session recall
Hybrid search: full-text, semantic, and graph ranking
Symbol detail with full source, callers, and callees
Transitive caller chain analysis for blast radius
Dead code detection by finding zero-caller symbols
Git diff impact analysis for PR context
Structural similarity detection for copy-paste
Cross-project dependency edges
Circular dependency cycle detection
Local embeddings (minilm) for offline semantic search
Remote embeddings via Voyage AI (paid plans)
Unlimited project indexing on Free plan
Open source under MIT license
Live knowledge graph from code, commits, issues, and docs
Feasibility analysis: flags buildable vs risky items
Technical design document generation grounded in service topology
Impact assessment maps services, APIs, and dependencies across repos
Auto-scoping epics into Jira/Linear stories with effort estimates
One-shot production code generation grounded in service patterns
AI code reviews with cross-repo impact analysis
Production issue triage via MCP
Conversational learning from Slack and Jira
Accelerated onboarding via system-level Q&A in coding agents
Create Jira tickets and merge requests from Slack
MCP server for integration with Cursor, Claude Code, Codex
On-prem or cloud deployment
No code storage or model training
