AMAP

Foundations

Frameworks & Orchestration

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

20 projectsconcurrentconversationaldistributeddotnetdurableeducationalenterpriseevaluationevent-drivengraphhandoffshierarchical
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
Microsoft Agent Framework

Frameworks & Orchestration

framework

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

workflowshandoffsself-hosted
Python MIT Self-hosted
OpenAI Agents SDK for Python

Frameworks & Orchestration

framework

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

handoffstracingpython
Python MIT Self-hosted
OpenAI Agents SDK for JavaScript

Frameworks & Orchestration

framework

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

handoffstypescripttracing
TypeScript MIT Self-hosted
Swarm

Frameworks & Orchestration

framework

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

handoffseducational
Python MIT Self-hosted
Agency Swarm

Frameworks & Orchestration

framework

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

role-basedhandoffsself-hosted
Python MIT Self-hosted
Swarms

Frameworks & Orchestration

framework

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

swarmhierarchicalconcurrent
Python Apache-2.0 Self-hosted
agentUniverse

Frameworks & Orchestration

framework

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

enterprisepatternsself-hosted
Python Apache-2.0 Self-hosted
Agno

Frameworks & Orchestration

framework

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

teamsmemoryself-hosted
Python MPL-2.0 Self-hosted
LangGraph

Frameworks & Orchestration

framework

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

graphdurableself-hosted
Python MIT Self-hosted
LangGraph Swarm

Frameworks & Orchestration

framework

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

swarmhandoffsstate
Python MIT Self-hosted
Dapr Agents

Frameworks & Orchestration

framework

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

distributeddurableself-hosted
Python Apache-2.0 Self-hosted
BotSharp

Frameworks & Orchestration

framework

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

dotnetpluginsself-hosted
C# Apache-2.0 Self-hosted
Open Multi-Agent

Frameworks & Orchestration

framework

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

platformteamsself-hosted
TypeScript Apache-2.0 Self-hosted
ROMA

Frameworks & Orchestration

framework

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

recursivehierarchicaltask-graph
Python Apache-2.0 Self-hosted