Agent-Squad
0
Agent-Squad is an open-source framework by AWS Labs that enables developers to build and orchestrate collaborative multi-agent systems. Users can define distinct agent roles—such as researchers, writers, and code reviewers—compose workflows, and integrate LLMs or external tools for retrieval, computation, and execution. The platform manages agent communication, memory, and task decomposition to efficiently solve complex workflows across content creation, QA, and automation pipelines.
AI Platforms & Frameworks
AI Memory Systems
General Purpose Assistants
Software Testing
#multi-agent systems
#Task Automation
#Python Framework
#Open-source tools
#parallel processing
#AWS integration
#agent orchestration
#data retrieval
#Content Generation
#intelligent bots
#Workflow-Management
#agent configuration
#software development
#code review automation
#custom APIs
#project acceleration
#memory sharing
#logging utilities
#LLM Integration
#research assistants
...
Promote this Tool
Update this Tool
Agent-Squad is an open-source framework by AWS Labs that enables developers to build and orchestrate collaborative multi-agent systems. Users can define distinct agent roles—such as researchers, writers, and code reviewers—compose workflows, and integrate LLMs or external tools for retrieval, computation, and execution. The platform manages agent communication, memory, and task decomposition to efficiently solve complex workflows across content creation, QA, and automation pipelines.
AI Platforms & Frameworks
AI Memory Systems
General Purpose Assistants
Software Testing
#multi-agent systems
#Task Automation
#Python Framework
#Open-source tools
#parallel processing
#AWS integration
#agent orchestration
#data retrieval
#Content Generation
#intelligent bots
#Workflow-Management
#agent configuration
#software development
#code review automation
#custom APIs
#project acceleration
#memory sharing
#logging utilities
#LLM Integration
#research assistants
...
Featured
What is Agent-Squad?
Agent-Squad is a modular Python framework that empowers teams to design, deploy, and run multi-agent systems for complex task execution. At its core, Agent-Squad lets users configure diverse agent profiles—such as data retrievers, summarizers, coders, and validators—that communicate through defined channels and share memory contexts. By decomposing high-level objectives into subtasks, the framework orchestrates parallel processing and leverages LLMs alongside external APIs, databases, or custom tools. Developers can specify workflows in JSON or code, monitor agent interactions, and adapt strategies dynamically using built-in logging and evaluation utilities. Common applications include automated research assistants, content generation pipelines, intelligent QA bots, and iterative code review processes. The open-source design integrates seamlessly with AWS services, enabling scalable deployments.
Who will use Agent-Squad?
- AI Researchers
- Software Developers
- Data Scientists
- Enterprises and startups wanting to automate complex workflows
- Educational institutions exploring AI architectures
How to use the Agent-Squad?
- Step1: Clone the Agent-Squad GitHub repository to your local environment.
- Step2: Install required dependencies using pip install -r requirements.txt.
- Step3: Configure AWS credentials and environment variables for access to AWS services.
- Step4: Define agent roles and workflow in the provided JSON or Python configuration.
- Step5: Initialize and launch the AgentSquad coordinator script to start agent orchestration.
- Step6: Monitor logs, adjust configurations, and integrate custom tools or LLM endpoints as needed.
Platform
- mac
- windows
- linux
Agent-Squad's Core Features & Benefits
The Core Features
- Multi-agent orchestration
- Role-based agent configuration
- Task decomposition and parallel execution
- Memory and context sharing
- Integration with LLMs and external tools
- Workflow definition via JSON or code
- Logging and monitoring utilities
- AWS service integration
The Benefits
- Accelerates complex project workflows
- Enables specialized agent expertise
- Enhances parallel processing efficiency
- Simplifies multi-step task management
- Customizable and extensible open-source design
- Seamless AWS ecosystem integration
Agent-Squad's Main Use Cases & Applications
- Automated research and data synthesis
- Content generation and summarization pipelines
- Intelligent question-answering systems
- Iterative code review and validation
- Decision support and analysis assistants
Agent-Squad's Pros & Cons
The Pros
Supports orchestration of multiple AI agents in a single system
Dual language support with Python and TypeScript
Dynamic intent classification for effective routing
Flexible response types including streaming and non-streaming
Maintains context across conversations for coherence
Extensible and customizable architecture
Universal deployment options from AWS Lambda to local/cloud
FAQs of Agent-Squad
Agent-Squad Company Information
- Amazon Web Services
Analytic of Agent-Squad
Visit Over Time
Monthly Visits
115.5k
Avg Visit Duration
00:00:45
Page Per Visit
2.09
Bounce Rate
44.80%
Aug 2025 - Oct 2025 All Traffic
Geography
Top 5 Regions
United States
30.54%
India
8.78%
Japan
8.49%
Korea, Republic of
7.63%
Australia
3.51%
Aug 2025 - Oct 2025 Worldwide Desktop Only
Traffic Sources
Direct
45.00%
Search
40.23%
Referrals
10.76%
Social
2.30%
Paid Referrals
1.56%
Mail
0.09%
Aug 2025 - Oct 2025 Desktop Only
Agent-Squad Reviews
5/5
Agent-Squad's Main Competitors and alternatives?
- LangChain Agents
- Microsoft Semantic Kernel
- AutoGPT
- Haystack
- AgentVerse
You may also like:
AI design agent automates workflow creating images, videos, 3D models up to 10x faster.
AI-driven chatbot for top OnlyFans creators.
Aixbt is a tokenized AI Agent optimizing revenue across applications.
theGist AI Workspace unifies work apps with AI for improved productivity.
Generate brand visuals and copy using AI to boost e-commerce sales.
GPTConsole is an AI agent designed for streamlined conversation and task automation.
GenSphere is an AI agent that automates data analysis and provides insights for informed decision-making.
Nullify automates the entire AppSec program for security teams using AI-driven solutions.
Refly.AI empowers non-technical creators to automate workflows using natural language and a visual canvas.
Langbase is an AI agent that generates and analyzes natural language content efficiently.
AiTerm: AI Terminal Assistant converting natural language to commands.
Generate intriguing facts effortlessly with our AI-powered tool.
Automate your job applications and find the perfect job with AI technology.
Intellika AI enables seamless automation of data analysis and reporting for businesses.
ScholarRoll helps students find and apply for scholarships easily.
OneReach AI simplifies interactions by automating customer engagement through intelligent messaging.
Phoenix AI Assistant helps streamline tasks using intelligent automation and personalized support.
Flowith is a canvas-based agentic workspace which offers free 🍌Nano Banana Pro and other effective models...
Intelligent workspace to manage tasks, documents, and schedules seamlessly.
AI-powered platform for brainstorming and developing ideas into viable plans.
Get personalized fitness and nutrition guidance with DailyFitness through WhatsApp.
A multimodal AI agent enabling multi-image inference, step-by-step reasoning, and vision-language planning with configurable LLM backends.
Empowering individuals to achieve wellness goals through personalized, AI-driven solutions.
SageFlow is an AI agent that automates workflow processes and integrates seamlessly with your existing tools.
Macaron is a personal AI agent that helps you live better by building mini-apps and remembering what matters.
DeepSeek-R1 is an advanced AI chat agent for intelligent responses.
Manus is a fully autonomous AI agent that turns thoughts into actions efficiently.
Twilio AI Assistants enable automated customer interactions via voice and text messaging.
Obsidian GPT Assistant enhances note-taking with AI-powered insights and productivity tools.
The AI Agent Chatbot Arena enhances customer interactions through intelligent responses and automation.
GoReply is a platform for capturing and replaying live HTTP traffic into test environments.
AI-powered coding assistant for writing, modifying, and executing code effortlessly.
Quickcare offers a premium shoe cleaning solution for all types of footwear.
An AI wellness assistant catering to pregnancy, birth, and postpartum needs.
Astro Agents is an open-source framework enabling developers to build AI-powered agents with customizable tools, memory, and reasoning.
Molly is an AI-powered personal assistant designed for seamless task management and scheduling.
All-in-one AI video creation studio that turns any text and images into full videos up to 30 minutes.
Octavia is your crypto assistant managing portfolios, transactions, and latest news.
GlamAI is a smart AI agent that creates stunning visuals and engaging content effortlessly.
Sixeye is an AI agent that specializes in automated data insights and analytic reporting.
Flowtest AI is an intelligent agent for automating software testing and optimizing workflows.
Pandorabots offers AI-powered chatbots for interactive conversations and customer support.
Hercules AI Agent automates software testing and enhances quality assurance processes.
Clone, Design, and Create Expressive AI Voices in Seconds, with Perfect Sound Effects and Music.
Testsigma is an AI-driven testing platform that automates test case creation and execution.
An AI agent that automatically generates and executes software test cases using large language models to detect code bugs.
Thufir is an open-source Python framework for building autonomous AI agents with planning, long-term memory, and tool integration.
An AI-driven data driver extension for Robot Framework leveraging LLMs to auto-generate test data and scenarios.
Flowsend AI simplifies workflow automation with intelligent email and document management.
SWE-agent autonomously leverages language models to detect, diagnose, and fix issues in GitHub repositories.
AI-powered browser extension that generates automated UI testing scripts, selectors, and code snippets via natural language.
AUITestAgent uses AI to automatically generate and execute Appium UI test scripts from app screenshots and user prompts.
An AI agent automating test-driven development: it generates tests, implementation code, and runs iterations with GPT models.
Benchmark suite measuring throughput, latency, and scalability for Java-based LightJason multi-agent framework across diverse test scenarios.
Qoder is an agentic coding platform for real software, Free to use the best model in preview.
An open-source Python framework to orchestrate tournaments between large language models for automated performance comparison.
ToolFuzz automatically generates fuzz tests to evaluate and debug tool-using capabilities and reliability of AI agents.
Vision Agent uses computer vision and LLMs to automate UI interactions and generate visual automation scripts.
Create personalized voice messages from Santa Claus for your loved ones.