🌊 The leading agent orchestration platform for Claude. Deploy intelligent multi-agent swarms, coordinate autonomous workflows, and build conversational AI systems. Features enterprise-grade architecture, distributed swarm intelligence, RAG integration, and native Claude Code support via MCP protocol. Ranked #1 in agent-based frameworks.

A research toolkit for particle swarm optimization in Python

A Collection Of The State-of-the-art Metaheuristic Algorithms In Python (Metaheuristic/Optimizer/Nature-inspired/Biology)

🐝 The First Graph Agentic Framework with RL and Prompt Optimization

OpenHuFu is an open-sourced data federation system to support collaborative queries over multi databases with security guarantee.

EvoloPy toolbox provides classical and recent nature-inspired metaheuristic for the global optimization.

Protein-protein, protein-peptide and protein-DNA docking framework based on the GSO algorithm

Neural Architecture Search Powered by Swarm Intelligence 🐜

Python microframework for building nature-inspired algorithms. Official docs: https://niapy.org

A (still growing) paper list of Evolutionary Computation (EC) published in some (rather all) top-tier (and also EC-focused) journals and conferences. For EC-focused publications, only Parallel/Distributed EC are covered in the current version.

Swarming algorithms like PSO, Ant Colony, Sakana, and more in PyTorch 😊

The goal of this repository is to introduce a new, customizable, scalable, and fully opensource mobile robot platform, called SMARTmBOT. This repository provides a guide, and all design files and source codes so that you can build your own SMARTmBOT. SMARTmBOT can be useful for studying the basics of robotics, especially mobile robotics. It can …

This is a Boids Simulation, written in Python with Pygame.

Implementation of Firefly Algorithm in Python

Python implementation of QBSO-FS : a Reinforcement Learning based Bee Swarm Optimization metaheuristic for Feature Selection problem.

Digimon Engine — Multi-Agent, Multi-Player Framework for AI-Native Games and Agentic Metaverse

Ant colony simulator

Solving Travelling Salesman Problem using Ant Colony Optimization

In this paper, a new stochastic optimizer, which is called slime mould algorithm (SMA), is proposed based upon the oscillation mode of slime mould in nature. The proposed SMA has several new features with a unique mathematical model that uses adaptive weights to simulate the process of producing positive and negative feedback of the propagation …

Mobile Robot Path Planning and Obstacle Avoidance Using PSO in Python