Multi Agent Orchestration Python Packages

agentbeacon

Multi-agent orchestrator for AI coding tools

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.

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.

agentweave-router

Pre-inference tool and agent routing for MCP, A2A and tool-rich LLM systems. Reduce candidate tools before model inference with policy-aware routing and recovery.

5dive

Run a company of AI agents on a server you own. Spin up named agents (claude, codex, pi…), put them on an org chart with a shared backlog, let them hand off work and ping your phone only when a human must decide. MIT.

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.

fnse

A production-grade, self-evolving multi-agent simulation framework with recursive skill compilation, graph-based memory (GraphRAG), and enterprise safeguards. Built with FastAPI, Redis, and LiteLLM.

synapseforge

Open-source Python framework to build, orchestrate and deploy AI agents: multi-provider, tool calling, RAG memory and desktop distribution.

rooben

Spec-driven multi-agent orchestration with verification and budget enforcement. Your taste is the product.

voice-of-agents

Translating market research into valuable product workflows based on agentic personas

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.