Features
Context Builder analyzes project and selects relevant files/functions
Assembles dense context within model token limits
Works with Claude MAX, ChatGPT Plus, Gemini — no extra API costs
MCP server backend for Claude Code, Cursor, and Codex
Real-time context analysis and file discovery for agentic tools
Optimizes prompts to reduce token waste and improve AI output accuracy
Integrates with existing AI subscriptions without separate API keys
Open-source Community Edition available on GitHub (June 2026)
Provides context engineering for coding agents to plan with full picture
Helps navigate large codebases by focusing on relevant files only
CLI tool for batch-processing context
Web app interface for visual context building
Autonomous vulnerability scanning and PR generation
PR review for quality, security, and best practices
Legacy COBOL to Java migration with testing
Incident triage and root cause analysis
Agent Canvas: manage multiple agents in one workspace
Cloud agents run even when your machine is off
Schedule recurring tasks via cron or event triggers
Trigger workflows from GitHub, Slack, PagerDuty
Model-agnostic: supports Claude Code, Codex, Gemini CLI, MiniMax M2.7
Isolated sandbox execution on VM or cloud
Fine-grained access control and budget guardrails
Audit trails for enterprise compliance
Self-hosted deployment in your VPC
Open-source SDK for custom agent development
In-chat model switching with saved LLM profiles
