Agent Orchestration Python Packages

harbormaster-mcp

MCP server that routes Q&A across all your projects — locally or over SSH. Part of the FleetQ ecosystem.

culture

The professional workspace for humans and AI agents

agentirc-cli

Local chat for agents based on IRC

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

haxaml

Git-style project memory and workflow governance for AI coding agents.

haxaml-mcp

Git-style project memory and workflow governance for AI coding agents.

pluggable-agent-framework

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

team-core

Orchestrate a cluster of containerized local LLMs — each with its own persona, role, and goal — that collaborate until the work is done.

loopgain

Barkhausen stability monitor for AI agent loops. Real-time loop-gain (Aβ) detection of convergence, stalling, oscillation, and divergence — with best-so-far rollback and ETA prediction. Pre-built adapters for LangGraph, CrewAI, AutoGen; drop-in via the raw API for Claude Agent SDK and custom agentic stacks.

flowr

Non-deterministic YAML state machine specification for AI agent orchestration

temple8

Spec-driven agent orchestration template. YAML state machines route multi-agent workflows. Any LLM, any process, zero lock-in.

worldlines

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

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

ainativelang

AINL compiler, runtime, validator, and tooling

haxaml-ui

Git-style project memory and workflow governance for AI coding agents.

aqm

AI agent orchestration framework — build, share, and run YAML pipelines

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.

gremlins-ai

Background coding agents that execute, review, and land work unattended.

sagent

Python-first Coding Agent API and CLI.

jaf-py

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

argus-debate-ai

ARGUS: Production-ready multi-agent AI debate framework with RAG, Bayesian reasoning, provenance tracking, 50+ tool integrations, OpenAPI REST generation, context caching/compression, and advanced LLM orchestration for scientific discovery, fact-checking, and evidence-based decision-making

parallel-orchestra

複数の Claude Code ヘッドレスエージェントを並列実行し、結果を一つのブランチに自動マージする CLI ツール。

ryeos-core

RYE Core Bundle — runtimes, primitives, extractors, and bundler

nodetracer

The node-level tracing library for agentic software.