worldbench / awesome-ai-auto-research

🔥 A Survey on AI Auto-Research

DemonDamon / AgenticX

AgenticX is a unified, production-ready multi-agent platform — Python SDK + CLI (agx) + Studio server + Machi desktop app. Features Meta-Agent orchestration, 15+ LLM providers, MCP Hub, hierarchical memory, avatar & group chat, skill ecosystem, safety sandbox, and IM gateway (Feishu/WeChat).

agnt-gg / agnt

The local-first operating system for building, running, and improving AI agents, workflows, and autonomous goals.

foxminchan / BookWorm

An Aspire reference architecture for cloud-native microservices and agentic AI with MCP, A2A & AG-UI

caura-ai / caura

Caura (formerly MemClaw) — governed shared memory for AI agent fleets. Multi-agent, multi-tenant, MCP-native. Trust tiers, keystone policies, audit trails, knowledge graph, self-improving retrieval. Apache 2.0.

halofyai / halofy

Halofy is the open access and governance layer for AI agents across your organization. Identity, policy, provenance, audit, and signed erasure.

dengyier / OpenWorkProof

Open protocol for AI agent work contracts and verifiable execution — authorization, evidence, and acceptance for multi-agent systems

i3T4AN / KADATH

Evolutionary multi-agent runtime that breeds, evaluates, and improves autonomous agents across reproducible epochs to converge on optimization of a goal.

dagoSte / squadra

Coordinate Claude, Codex and Cursor windows with shared tasks, acknowledgements, prechecks, parallel tests, source-bound proofs and independent review. Built-in skills recall lessons, simplify code and forecast work. Track progress, decisions and evidence in a bilingual local dashboard, with MCP plugins. Browse skills and verified security audits.

Luciole-Studio / Misaka-Agent

A multi-agent research system for the humanities and social sciences.

microsoft / ArgusAgent

A persistent, reviewed multi-agent runtime for long-horizon research and engineering.

lordx64 / pentestkit

Autonomous multi-agent pentest framework — plans, exploits, verifies (proof-required), CVSS-scores and writes client-ready reports. 104/104 (100%) on the XBOW validation benchmarks, powered by Kimi K3.

jklthinking / retinue

Self-hosted coordination for AI workers: per-task graphs, device/model timelines, progress receipts, and source-aware usage. MIT.

Sherlockwz / AMA

ACL 2026 Code and Skills for “AMA: Adaptive Memory via Multi-Agent Collaboration”.

hogancv / coordinate-agents

Coordinate multiple AI coding agents through a local-first, recoverable Agent Bus.

Omni-Scientist / Awesome-AI-Scientist

🧪 Awesome list of AI Scientist papers, systems, benchmarks, datasets and open-source platforms.

rafmacalaba / armada

Loop engineering for software development. Turn any repository into a self-organizing AI engineering team — 8 specialists, contract-driven, evidence-gated, parallel feature voyages.

zero11924065-dev / VetarAI

VetarAI 是一款全原生 Swift 的本地桌面应用：多 Agent 协作、可视化工作流、拉模式知识仓库+本地语义检索、多模型超级工作室、CU 电脑操作。数据保存在本地磁盘。

Sega757 / Sovereign-Agent-Swarm

Adaptive Human-Agent Teaming (HAT) & Smart Company (SmC) Infrastructure This repository implements a Human-Model-Free adaptive agent architecture. Instead of relying on rigid, computationally expensive human behavioral models, the system leverages real-time trajectory analysis and the Cross-Entropy

Contexera / dsh-agent-team

dsh-agent-team gives DeepSeek Harness agents that don't reset: durable Members with their own memory, notes, and skills across sessions, rollovers, and restarts. You set the direction; agents coordinate through Channels and Tasks.

nithin42 / Azure-ai-foundry-erp-swarm

Autonomous SAP S/4HANA & ServiceNow Supply Chain Multi-Agent Swarm on Azure AI Foundry with Two-Phase Commit Safety

FTShare-Lab / agent-claim-network

A general-purpose terminal AI agent with traceable knowledge sharing and dispute resolution｜面向终端的通用 AI 助手，可独立运行或参与团队协作，让 Agent 共享可检索、可追溯的知识，并通过自动分析与人工裁决处理分歧。

sauravsingla / agentweave

Pre-inference tool and agent routing for MCP, A2A and tool-rich LLM systems. Reduce candidate tools before model inference with policy-aware routing and recovery.

entbappy / Multi-Agent-System-using-LangGraph-MCP-Supervisor-Guardrails-HITL

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gcjordi / aigraphstudio

Dissenyador visual de workflows i graphs d’IA agentiva · Diseñador visual de workflows y graphs de IA agéntica · Visual designer for agentic AI workflows and graphs

soohyunme / ai-agent-team-workshop

A beginner-friendly, hands-on workshop on multi-agent AI: build a hotel review response workflow with Sim and OpenRouter.

ivyfan-toowell / IvyClaw

A production-oriented multi-agent AI Agent system for software engineering. | 面向软件研发任务的多智能体 AI Agent 工程系统

Lingikaushikreddy / Settlement-Village

An illustrated multi-agent village strategy game. Set objectives; residents gather, build, upgrade and recruit. Battle, inspect decisions and test AI agents. No API key required.

tayyabimam1 / awesome-ai-agent-stack

Curated map of 3,000+ open-source AI agent tools: coding agents, agent frameworks, MCP servers, RAG, memory and local LLMs, sorted by layer and ranked by GitHub stars.

s0lda / hadron

A native Rust multi-agent operating system and swarm workspace — GPUI desktop chamber, headless gluon daemon, git-worktree isolation and an automatic merge gate.