Agent Orchestration Python Packages

agentwire-dev

A self-hosted, keyboard-driven cockpit for running a whole fleet of Claude Code agents at once. Worktrees, command palette, scheduler, voice — every layer stacks, so you ship far more than hand-juggling terminals. Your machine, your keys, no telemetry.

culture

The professional workspace for humans and AI agents

agentirc-cli

Agent-friendly IRCd: server core for AI agent meshes

harbormaster-mcp

Multi-project MCP router + operator dashboard for Claude Code, Codex, Cursor. Ask any local or SSH-reachable project a question without `cd` — the project's subagent loads its own CLAUDE.md and Serena memories and answers. Ships with a live web console: KPI strip, inter-project network graph, trace waterfall, memory editor, multi-axis budgets. Part of the FleetQ ecosystem.

sayiir

Sayiir: simple, embeddable durable workflow engine in Rust with Node.js & Python bindings. Checkpoint-based recovery, no deterministic replay. A simplified alternative to Temporal, Restate, and Airflow.

dos-kernel

Catch your AI agents when they lie about what they shipped — verifies claims against git instead of believing the agent.

worldlines

Agents for Role Play. Agents for Game. Agents as a Game. An orchestrator-agents engine for living worlds — file-backed, event-sourced.

trinity-lite

Local-first multi-agent orchestration for CLI AI agents: routing, SQLite task bus, MCP, pipelines, model selection, and acceptance evidence.

scitex-agent-container

Declarative YAML framework to define, run & orchestrate AI coding agents

agentbreeder-sdk

Define Once. Deploy Anywhere. Govern Automatically. Framework-agnostic platform to build, deploy & govern enterprise AI agents — LangGraph · CrewAI · Claude SDK · OpenAI Agents · Google ADK · AWS · GCP · Azure · K8s · RBAC · A2A · MCP

loopgain

An open-source cost controller for AI agent loops — stops a loop when it's actually converged and rolls back before it degrades, instead of running to a fixed max_iterations cap. Real-time loop-gain (Aβ) bands + best-so-far rollback. Adapters for LangGraph, CrewAI, AutoGen, LangChain, OpenAI Agents, and Claude Agent SDK; raw API for custom stacks.

jaf-py

Functional Python agent framework with MCP support, enterprise security, immutable state, and production-ready observability for building scalable AI systems.

holoctl

Project structure for AI coding agents — kanban board, named agents, slash commands, decisions log, live dashboard. Versioned in .holoctl/ next to your code. Compiles to Claude Code, Cursor, Windsurf, GitHub Copilot, Devin, Aider.

squads

The coordination layer for a team of AI agents working on one - stable IDs, roles, and handoffs, all in plain markdown.

theodosia

Put an AI agent on rails: mount a Burr state machine as an MCP server so the agent can only take the next allowed step, with every step recorded and replayable.

aqm

An orchestration framework for AI agents to pass tasks through explicit queues. Build pipelines in YAML, run locally with SQLite, and power them with Multi-LLM.

cave-teams

Connect AI agents like code. A provider-agnostic multi-agent orchestration library + Claude Code plugin — compose any agents (Claude, Codex, MiniMax) into teams with a tiny DSL, every topology, a programmable control flow, and a proven-team library.

agent-dispatch

MCP server + CLI that lets Claude Code agents delegate tasks to agents in other project directories. Multi-agent orchestration: parallel dispatch, sessions, async jobs, agent dialogues.

pluggable-agent-framework

A framework for multi-agent & teams definition and orchestration.

agentbreeder

Define Once. Deploy Anywhere. Govern Automatically. Framework-agnostic platform to build, deploy & govern enterprise AI agents — LangGraph · CrewAI · Claude SDK · OpenAI Agents · Google ADK · AWS · GCP · Azure · K8s · RBAC · A2A · MCP

stargraph

Stateful agent-graph framework with deterministic governance — rules route transitions, not the LLM. Auditable, replayable. Built on Fathom.

crewplane

A control plane for resumable coding-agent workflows.

haxaml

Prebuild and governance for AI coding agents.

sagent

Multi-provider, hot self-mutating agent with async REPL CLI (auto-detaching tool calls) and bidirectionally communicating recursive spawn built from a strongly typed Python-first API.