Coordination Python Packages

svix-ksuid

A pure-Python KSUID implementation

cyksuid

Fast Python implementation of KSUID (K-Sortable Globally Unique IDs) using Cython

oacp-cli

Coordinate AI agents with human-in-the-loop control — YAML-based protocol, no server, any runtime

linguafrancabase

Useful notations and helper functions used in Lingua Franca programs.

openintent

A neutral protocol for coordinating intent across humans and agents. Goal lifecycle, state, auditability.

semahash

Sema is a content-addressed vocabulary for AI agents. Precise thinking, reliable references, safe multi-agent coordination. Hash the meaning, get the word.

coordinationhub

Declarative multi-agent coordination hub — YAML/JSON graphs, file ownership, live visibility, assessment runner

assertlang

Executable contracts for multi-agent systems - deterministic coordination across frameworks and languages

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.

dpbench

DPBench: A benchmark for evaluating coordination in multi-agent LLM systems under simultaneous resource contention.

agenticraft-foundation

Formally verified mathematical foundations for multi-agent AI coordination — CSP process algebra, multiparty session types, spectral topology, temporal logic model checking, and probabilistic verification.

mobile-env

An open, minimalist Gymnasium environment for autonomous coordination in wireless mobile networks.

keeper-beacon

📡 Keeper Beacon — fleet discovery and registry with health tracking, capability matching, proximity scoring

causal-field

Gaussian resource-contention fields for multi-agent coordination

markspace

Environment-mediated coordination protocol for LLM agent fleets

agent-coordination-mcp-server

Slack for AI agents — rooms, messaging and context sharing for multi-agent coordination

randevu

Universal Probabilistic Daily Reminder Coordination System for Anything

deepcoord

DeepCoord: Self-Learning Network and Service Coordination Using Deep Reinforcement Learning

coord-sim

Simulate flow-level, inter-node network coordination including scaling and placement of services and scheduling/balancing traffic between them.

schelling-langchain

LangChain tools for the Schelling Protocol — multi-agent coordination network

schelling-crewai

CrewAI tools for the Schelling Protocol — multi-agent coordination network

schelling-sdk

Python SDK for the Schelling Protocol — AI agent coordination layer

oiozookeeper

ZooKeeper Python bindings

mpac-protocol

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