Multi Agent Orchestration Python Packages

bernstein

Audit-grade multi-agent orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). HMAC-chained audit log, signed agent cards, per-artefact lineage, air-gap deploy. The orchestrator your compliance team will sign off on. https://bernstein.run

synapse-orch-ai

Build AI agents that actually do things. Synapse is an open-source platform for creating, connecting, and orchestrating AI agents powered by any LLM — local, cloud or CLIs.

selectools

Production-ready Python framework for AI agents with built-in guardrails, audit logging, cost tracking, and hybrid RAG. Supports OpenAI, Anthropic, Gemini, Ollama. By NichevLabs.

agentbeacon

Multi-agent orchestrator for AI coding tools

rooben

Rooben — Autonomous agent orchestration with verification, budget enforcement, and learning

agentensemble

AgentEnsemble is a Production-ready multi-agent orchestration for Python. ReAct, Swarm, Pipeline, Debate, Router, Planner, WorkflowGraph. Observability, cost tracking, human-in-loop. Structured outputs via Pydantic + LangChain.

opencac

Multi-agent orchestration CLI for AI coding tools. Chain Claude Code, Antigravity, and Codex with validated handoffs, JSONL audit logging, hybrid cloud/local routing, and speculative decoding for local LLMs.