manager-universal

Getting started with Manager — the 48-tool multi-AI orchestrator. Use when: delegating code tasks to Claude Code/Codex/Gemini, running parallel AI executions, creating workflow templates, or routing tasks across AI backends.

Multi-vendor AI orchestration MCP server — routes coding and reasoning tasks to Claude Code, Codex, Gemini, or GPT from inside any MCP client

Wrapping manager delegations in local breadcrumbs for cross-context operation tracking when both servers are installed