Task Orchestration Python Packages

zoo-framework

In-process task orchestration for Python: scheduled, observable, stateful — no broker, no cron daemon.

continuity-plane

Continuity Plane｜面向长期 AI 辅助开发的 provider-neutral 控制面，解决压缩遗忘、重复工作与多 Session 竞态；reliable recovery, bounded context, evidence gates, checkpoints, and safe collaboration.

claude-task-master

Autonomous task orchestration system that keeps Claude working until a goal is achieved

pyattacker

Resumable async task orchestration for Python — pipelines, artifact persistence, per-endpoint pools. One failure costs a task, not the run.

smythe

An open-source framework for task-based agent swarms with dynamic parallelization, routing, and execution topology.

hyrex

Hyrex is the task framework that makes durable tasks simple. Just wrap your functions and schedule them. The only requirement is Postgres!

apflow

**AI-Perceivable Distributed Orchestration** apflow is a distributed task orchestration engine where every capability is AI-perceivable — discoverable, understandable, and invocable by AI agents through the apcore module standard.

dagabaaz

DAG orchestration library for Python. Barrier sync, fan-out/fan-in, skip cascades, scatter-gather correlation, edge filtering, and retry -- without adopting a platform. Bring your own database and queue.

mcp-task-orchestrator

A Model Context Protocol server that provides task orchestration capabilities for AI assistants

iflow-mcp-echoingvesper-mcp-task-orchestrator

A Model Context Protocol server that provides task orchestration capabilities for AI assistants

agent-comm-hub

Let multiple AI agents talk, schedule tasks, share memory and self-evolve — zero external services, 5-minute Docker deploy.

mseep-mcp-task-orchestrator

A Model Context Protocol server that provides task orchestration capabilities for AI assistants

agentrelay-protocol

Verifiable microtask protocol for AI agent collaboration. Task lifecycle, validation engine, reputation system.

uvtx

A modern Python task runner built for the uv era.