AMAP
101 curated open-source projects

Awesome Multi-Agent Projects

Discover open-source multi-agent systems by what they actually build.

A bilingual, domain-first curated directory of open-source multi-agent systems, frameworks, products, and real-world applications.

Projects
101
Categories
20
Updated
2026-07-20
New this release
101

DOMAIN FIRST

Explore by what agents build

All projects →

Frameworks & Orchestration

20

Libraries and runtimes for defining agent roles, delegation, team topology, and execution.

Communication & Coordination

3

Protocols and coordination layers built for communication, routing, and work exchange among agents.

Infrastructure & Developer Tools

3

Development environments, runtimes, and operational tooling for multi-agent systems.

Evaluation & Benchmarking

8

Benchmarks, environments, and reproducible evaluation tools for multi-agent behavior.

Observability, Safety & Governance

3

Tracing, inspection, safety, and governance tools that cover multi-agent execution.

Coding & Software Engineering

8

Agent teams that plan, implement, review, test, or maintain software.

Research & Science

7

Multi-agent systems for literature review, hypothesis generation, experiments, and scientific workflows.

Finance & Trading

6

Agent teams for market research, investment analysis, trading simulation, and financial decisions.

Data & Analytics

4

Collaborative agents for querying, interpreting, and reporting on structured or scientific data.

Enterprise & Productivity

3

Multi-agent applications for business operations, document work, and organizational automation.

Browser & Computer Use

3

Agent teams that coordinate browsing, interface use, and computer tasks.

Cybersecurity

4

Multi-agent systems for defensive analysis, security testing, incident response, and cyber simulation.

Healthcare & Life Sciences

3

Collaborative agents for clinical, biomedical, and healthcare-administration workflows.

Education & Learning

2

Agent teams that teach, assess, generate learning material, or support instructional design.

Robotics & Embodied AI

10

Coordination, planning, and learning systems for multiple robots or embodied agents.

Simulation, Social Systems & Games

6

Multi-agent environments and applications for social, economic, strategic, and game simulation.

Marketing, Media & Content

2

Agent teams for campaign planning, content creation, media production, and audience work.

Legal & Compliance

2

Collaborative agents for legal research, due diligence, compliance, and case analysis.

Customer Service & Sales

2

Multi-agent applications for support routing, resolution, sales assistance, and service operations.

General-Purpose Agent Products

2

Open-source products whose central experience is coordinating reusable teams of agents.

Featured projects

CrewAI

Frameworks & Orchestration

framework

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

role-basedhierarchicalself-hosted
Python MIT Self-hosted
AutoGen

Frameworks & Orchestration

framework

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

conversationalevent-drivenself-hosted
Python MIT Self-hosted
CAMEL

Frameworks & Orchestration

framework

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

role-playingresearchself-hosted
Python Apache-2.0 Self-hosted
AgentScope

Frameworks & Orchestration

framework

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

message-drivenevaluationself-hosted
Python Apache-2.0 Self-hosted
AgentVerse

Frameworks & Orchestration

framework

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

simulationtask-solvingself-hosted
Python Apache-2.0 Self-hosted
Langroid

Frameworks & Orchestration

framework

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

message-passinglightweightself-hosted
Python MIT Self-hosted

Latest additions

CrewAI

Frameworks & Orchestration

framework

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

role-basedhierarchicalself-hosted
Python MIT Self-hosted
AutoGen

Frameworks & Orchestration

framework

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

conversationalevent-drivenself-hosted
Python MIT Self-hosted
CAMEL

Frameworks & Orchestration

framework

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

role-playingresearchself-hosted
Python Apache-2.0 Self-hosted
AgentScope

Frameworks & Orchestration

framework

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

message-drivenevaluationself-hosted
Python Apache-2.0 Self-hosted
AgentVerse

Frameworks & Orchestration

framework

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

simulationtask-solvingself-hosted
Python Apache-2.0 Self-hosted
Langroid

Frameworks & Orchestration

framework

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

message-passinglightweightself-hosted
Python MIT Self-hosted

Know a project that belongs here?

Submit it through the structured issue form. Every candidate is reviewed against the same scope, taxonomy, and bilingual quality rules.

Submit a project