Browse multi-agent projects

A framework for building role-based teams of agents with explicit tasks, processes, tools, delegation, and hierarchical coordination.

Microsoft's framework for conversational agents that can form teams, exchange messages, use tools, and coordinate complex workflows.

A research-oriented framework for communicative agents, role-playing societies, task decomposition, and scalable multi-agent experiments.

A developer platform for building, running, and evaluating message-driven multi-agent applications with explicit agent roles.

A framework for deploying multiple LLM agents in task-solving teams and simulation environments with configurable collaboration structures.

A lightweight framework that organizes LLM applications as communicating agents with tools, tasks, and explicit message passing.

An open-source SDK and runtime for composing agents, workflows, handoffs, and team patterns across model providers.

A Python SDK for agentic applications with handoffs, agents-as-tools, guardrails, tracing, and multi-agent orchestration patterns.

A JavaScript and TypeScript SDK for composing agents, handoffs, tools, guardrails, and coordinated execution.

An educational framework exploring lightweight routines and handoffs between independently configured agents.

A framework for creating structured agencies of specialized agents that communicate, delegate, and collaborate through shared tools.

A framework offering reusable swarm topologies, hierarchical coordination, concurrent execution, and production-oriented agent orchestration.

An enterprise-oriented multi-agent framework with collaboration patterns, domain components, and configurable agent teams.

A framework and runtime for building model-agnostic agents and teams with tools, memory, knowledge, and coordinated workflows.

A graph runtime for durable agent workflows that supports supervisor, swarm, handoff, and parallel multi-agent patterns.

A LangGraph library for building swarm-style teams whose agents transfer control while sharing conversational state.

A resilient agent framework built on Dapr primitives for workflows, messaging, state, observability, and multi-agent coordination.

A modular .NET agent platform with routing, planning, plugins, and multi-agent conversation capabilities.

An open-source platform for configuring, coordinating, and operating reusable teams of AI agents.

A recursive multi-agent framework that decomposes complex goals into hierarchical tasks and coordinates specialized workers.

An event-driven mesh for discovering agents, routing tasks, exchanging results, and coordinating distributed agent workflows.

An open protocol and reference implementation for interoperable communication and task exchange between independently built agents.

A reference implementation demonstrating agent discovery, messaging, orchestration, identity, and operational concerns in a multi-agent system.

A development environment for prototyping, observing, and testing conversational agents and multi-agent experiences.

A visual open-source platform for composing and running agent workflows, including coordinated multi-agent systems.

A real-time observability interface for inspecting parallel Claude Code agents, events, tool calls, and coordination activity.

A standardized library for benchmarking multi-agent reinforcement learning algorithms across environments and reproducible experiment configurations.

A standard API and maintained collection of environments for research and evaluation in multi-agent reinforcement learning.

The StarCraft Multi-Agent Challenge environment for evaluating cooperative multi-agent reinforcement learning methods.

A research framework for cooperative multi-agent reinforcement learning algorithms and experiments built around SMAC.

A suite of social multi-agent reinforcement learning scenarios for evaluating cooperation, competition, and generalization.

A vectorized differentiable simulator providing fast multi-robot scenarios for multi-agent reinforcement learning research.

The official research implementation of a transformer-based architecture for cooperative multi-agent reinforcement learning.

A historical set of lightweight particle environments for cooperative and competitive multi-agent reinforcement learning.

An observability and evaluation toolkit for tracing agent sessions, including runs composed of multiple collaborating agents.

An open-source testing and observability platform for evaluating agentic systems, including multi-agent traces and failures.

An open-source LLM engineering platform whose tracing and evaluation model can inspect nested, multi-agent executions.

A software-company simulation that assigns product, architecture, engineering, and review roles to collaborating agents.

A virtual software company where agents in specialized roles communicate through structured phases to produce software.

A Claude Code orchestration layer that coordinates specialized agents, task routing, and parallel software work.

A workspace and task orchestration system for coordinating multiple coding agents across persistent software projects.

A team-oriented coding system that organizes autonomous agents around shared software tasks and collaborative execution.

A coding workflow that separates planning, implementation, review, and testing across cooperating specialized agents.

An orchestration layer for coordinating Claude-based agent swarms, shared memory, task graphs, and coding workflows.

A collection and orchestration approach for specialized Claude Code agents that collaborate on engineering workflows.

An open scientific research system that coordinates specialized agents for literature search, analysis, and research synthesis.

A community-driven deep research framework that coordinates planning, retrieval, reasoning, and report-generation agents.

A deep-research agent system that decomposes investigations and coordinates browsing, reasoning, and synthesis components.

A multi-agent scientific platform for idea generation, literature review, experiment planning, and paper drafting.

A system that converts research papers into interactive agent teams capable of using the paper's methods and tools.

A multi-agent research system for cosmology that coordinates scientific reasoning, coding, retrieval, and validation.

A research implementation using multiple LLM agents to simulate historical decision-making and international conflict dynamics.

A trading research framework in which analyst, researcher, trader, risk, and portfolio agents debate investment decisions.

An open financial agent platform with specialized roles for market research, document analysis, forecasting, and reporting.

A Chinese-market adaptation of TradingAgents with localized data sources and collaborative investment-research roles.

A multi-agent trading research platform that compares and coordinates investment strategies in a competitive setting.

An agentic financial research system that organizes specialized analysts around investment questions and evidence.

A multi-agent resource optimization platform with environments for logistics, inventory, and operational decision research.

A practical analytics system where specialized agents inspect schemas, write queries, validate results, and synthesize reports.

An open-source data analysis workspace that coordinates agents for exploration, transformation, visualization, and explanation.

A multi-agent data generation and analysis project that assigns specialized roles across a structured workflow.

A research system using coordinated agents for structured data analysis, reasoning, and evidence-backed conclusions.

A solution accelerator for building configurable enterprise automations from multiple specialized and orchestrated agents.

A presentation generation system that distributes research, outline, writing, and visual tasks among collaborating agents.

An enterprise content workflow that coordinates specialized agents for planning, generation, review, and refinement.

A multi-agent framework for real-world tasks that coordinates planning, browser interaction, tool use, and information synthesis.

An open-source browser automation product that can coordinate specialized agents for web tasks from a local extension.

A browser operation core designed to coordinate multiple agent roles across web navigation and task execution.

An autonomous penetration-testing system that coordinates reconnaissance, exploitation, verification, and reporting agents.

A security testing swarm that assigns reconnaissance, vulnerability analysis, exploitation, and reporting to specialized agents.

A command-line security analysis system that coordinates multiple agents to investigate code and application vulnerabilities.

A cyber-defense research environment for training and evaluating teams of agents in adversarial network scenarios.

A healthcare workflow accelerator coordinating agents for document intake, policy checks, clinical review, and authorization support.

A medical assistance system that divides symptom analysis, specialist perspectives, and response review among agents.

A research-oriented agent swarm for coordinating radiology analysis roles and structured clinical reporting.

A research project where multiple instructional agents collaborate on teaching strategies, feedback, and learner support.

A multi-agent system that coordinates script, code, narration, and rendering roles to produce educational videos.

A collection of centralized and decentralized planning methods for multiple robots navigating shared environments.

A C++ library implementing search-based algorithms for multi-robot path planning and coordinated motion.

A decentralized trajectory planner for coordinating autonomous drone swarms in cluttered environments.

A modular simulation environment for developing and testing heterogeneous teams of autonomous vehicles.

A multi-robot warehouse environment for studying cooperative task allocation and reinforcement learning.

A PyBullet environment for single and multi-agent reinforcement learning with quadrotor teams.

A multi-agent embodied planning framework that assigns robot skills and decomposes household tasks for robot teams.

A ROS-based suite for operating and coordinating distributed multi-robot systems.

A graph control barrier function framework for safe coordination and control of multi-agent robotic systems.

An open framework for modeling, simulating, and controlling networked multi-agent systems.

A library for building generative social simulations in which language-model agents interact within structured worlds.

A research environment for studying populations of interacting agents, cultural evolution, and emergent collective behavior.

A framework for automated negotiation among autonomous agents, including protocols, mechanisms, tournaments, and simulation.

A long-running Java platform for organization-centered multi-agent systems and simulation.

A large-scale agent-based transport simulation framework modeling individual travelers and system-level interactions.

The 2020 Multi-Agent Systems Contest server and scenario implementation for coordinated team competition.

An open-source marketing workspace that coordinates specialized agents across research, strategy, content, and campaigns.

A multi-agent marketing application that assigns planning, analysis, content, and growth responsibilities to specialist roles.

A collaborative agent workflow for collecting evidence, reviewing risks, and preparing structured due-diligence findings.

A research implementation exploring multi-agent reasoning and evidence synthesis for complex domain questions.

A reference application that routes customer requests among specialized service agents using Amazon Bedrock.

AWS guidance and code for orchestrating specialized agents in support and service workflows.

An open-source platform for operating autonomous agents and coordinated multi-agent experiences across communication channels.

A general-purpose product for organizing multiple agents around persistent tasks, shared context, and team execution.