An awesome list of multi-agent simulation frameworks, tools & other repositories
Environment-mediated coordination protocol for agent fleets. Safety enforced at the boundary, not inside the agent.
Production multi-agent system: 4 AI agents coordinate via stigmergy. Claude API. 80% token reduction.
Cross-session collaboration for stateless AI coding agents
PheroPath is a stigmergy-based communication protocol that allows AI Agents to leave invisible "pheromones" (signals) on files to coordinate tasks, warn of risks, or share insights without modifying the file content itself.
Stigmergic A* Navigation - Bringing collective intelligence to graph pathfinding through pheromone-based optimization
P2P shared memory substrate for AI agents — stigmergic knowledge network via libp2p
Your taste and judgment, in every AI agent you use. Shared, append-only memory of a human's judgment calls - agents recipe-check via MCP or plain URLs. MIT, self-hostable.
Research: stigmergy-inspired pressure-field coordination for multi-agent LLM systems, benchmarked against conversation and hierarchical baselines
Stigmergy Robotics: Crypto Stigmergic Organism #SIFTA Born on Hardware.
AI-first multi-agent optimization framework. Nature-inspired, rapidly adaptable by LLMs for any domain. Stigmergy, topological fields, and universal economy.
Active Inference simulation framework for ant colonies and other decentralized multi-agent systems — models foraging, trail formation and task allocation with multiscale sensory/motor/learning agents, and maps runs onto real ant species for validation.
A jQuery plugin to add next/previous page annotations to web pages
Active-inference Training with Learned Adaptive Stigmergy — Pure Rust AGI framework, 21 crates, 565 tests, 28 MCP tools, BF16 GPU inference (15.4 tok/s OLMo-3-7B on A100), OpenAI-compatible API, ZK proofs. Zero external dependencies.
Field-mediated swarm intelligence for multi-agent LLM coordination — 12-dimensional signal field, 7-domain architecture, 20 bio-inspired algorithms, zero feature flags
A minimalist logic design using Turkish morphology for free word order and strict state/identity separation.
Collective intelligence for LLM orchestration using stigmergy
Genesis-IV: A K=64 Hilbert-space AGI architecture. Features Zero-Entropy state-space preservation via LZMA-compressed quantum tensors; Schrödinger-driven HRC with Landauer metabolic cost; and self-modifying meta-Hamiltonians.
Stigmergy as a coordination protocol: reproduces and generalizes 'Hacking the Colony' (AAMAS 2022) — how authentication-free coordination collapses under forged signals, and what a defense costs. Mesa 3 + Solara.
AI kernal/api/ui multi-agent orchestration
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