Agent Coordination Python Packages

squads

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

claude-agent-sync

Coordinate multiple AI coding-agent sessions in one repo: shared tasks, file locks, and live messaging over a local SQLite layer — no server, no network. Ships as a Claude Code skill + hooks and an agent-agnostic CLI.

whispers-works

The nervous system for AI agents

mpac

Application-layer protocol for AI agents serving different principals to coordinate over shared state. 📦 PyPI: https://pypi.org/project/mpac/ · Spec, Python + TypeScript reference implementations, two-machine demo.

yutha

Python SDK for the Yutha agent-coordination control plane.

convergentai

An exocortex architecture for personal cognitive sovereignty

animus-forge

Multi-agent orchestration framework for production AI workflows

mmcp-core

Multi-Model Collaboration Pipeline — orchestrate AI models as a DAG. RL routing, multi-verifier voting, agent mesh, self-improving. Works with OpenAI, Anthropic, Gemini, DeepSeek. npm install mmcp-core | pip install mmcp-core

ainl-native

Graph-native memory and self-learning for Claude Code. Every session remembered, every pattern learned, every agent connected — powered by AI Native Lang.

animus-bootstrap

Animus install daemon, onboarding wizard, and local dashboard

slm-mesh

Python client for SLM Mesh — peer-to-peer communication for AI coding agents.

causal-field

Gaussian resource-contention fields for multi-agent coordination

animus-core

An exocortex architecture for personal cognitive sovereignty

mpac-protocol

MPAC (Multi-Principal Agent Coordination Protocol) — coordinate multiple AI agents serving different principals over shared state