Intelligent orchestration platform for AI coding tools. Coordinates Claude, Codex, Gemini, and OpenCode through a single MCP server — routing each task to the best model using data-driven algorithms (LinUCB bandit, TOPSIS scoring), validating outputs through multi-model consensus voting, and continuously improving through outcome-driven learning. Features 29 MCP tools, 11 expert types created on demand, 8 memory backends with cross-session persistence, a full dev pipeline (research, plan, vote, implement, QA, security), and research discovery from 9 sources including arXiv and GitHub.