I need to build a team of agents

Frameworks for building several agents that plan and work together.

59 tools · 18 official

Picked from listings that mention multi-agent, agent framework, agent orchestration or crew in their name, description, tags or skills; those in Orchestration or Autonomous Agents, or with API access, rank higher.

Best fits · 12

CrewAI
API · MCP · CLI
Multi-agent orchestration framework for building teams of AI agents that collaborate, delegate, and solve complex tasks…
Verifiedby CrewAI · Infrastructure & Ops, Code & DevTools · API Key
Microsoft Agent Framework
API · CLI
Builds and orchestrates multi-agent apps with a .NET and Python SDK. The successor unifying Semantic Kernel and AutoGen…
VerifiedOfficialby Microsoft · Orchestration · 3 skills · API Key
Why Agent Orchestration: Orchestrates multi-agent workflows with handoffs and shared context across .NET and Python.
IBM watsonx Orchestrate
API
Build and govern enterprise AI agents on IBM infrastructure — an agent builder, prebuilt agent catalog, multi-agent…
VerifiedOfficialby IBM · Orchestration · 3 skills · API Key
Why Multi Agent Routing: Routes a request across several specialized agents and supervises their handoffs under governance policy.
Google ADK
CLI · API
Builds and orchestrates multi-agent systems with a code-first Python and Java SDK plus CLI. Google's Agent Development…
VerifiedOfficialby Google · Orchestration · 3 skills · API Key
Why Multi-Agent Orchestration: Composes hierarchies of specialized agents with routing, delegation, and shared state in code.
Agent Zero
CLI · API
Runs a general-purpose personal agentic framework with persistent memory, tool use, code execution, and multi-agent…
Verifiedby Agent Zero · Orchestration, Autonomous Agents · 3 skills · No auth
Sakana Fugu
API · CLI
Routes and coordinates frontier models per task through one API and CLI. Multi-agent orchestration model from Sakana…
VerifiedOfficialby Sakana AI · Orchestration, Language & Translation · 3 skills · API Key
AgentScope
CLI · API
Builds multi-agent applications with a Python framework focused on transparency, observability, and tracing. Includes a…
VerifiedOfficialby Alibaba · Orchestration · 3 skills · API Key
Why Multi-Agent Apps: Builds multi-agent applications with message passing, tools, and pluggable model backends in Python.
PraisonAI
CLI · API
Builds production multi-agent systems with a Python framework and low-code layer — self-reflection, tool use, and 100+…
Verifiedby PraisonAI · Orchestration · 3 skills · API Key
Why Multi-Agent Systems: Builds collaborating multi-agent systems with roles, tasks, and tools in Python or via low-code YAML.
KaibanJS
API · CLI
Builds multi-agent systems in JavaScript with role-based agents, tasks, and teams that run on a Kanban-style board, for…
Verifiedby Kaiban · Orchestration · 4 skills · API Key
AutoGen
API · CLI
Microsoft's open-source multi-agent framework. Supports conversational, autonomous, and human-in-the-loop agent…
VerifiedOfficialby Microsoft · Infrastructure & Ops, Orchestration · 5 skills · API Key
Why Group Chat: Orchestrate multiple agents in a group chat with dynamic speaker selection strategies
AG2
API
Builds multi-agent systems in Python with async agents, @tool functions, human-in-the-loop pauses, and a…
Verifiedby AG2 AI · Orchestration, Code & DevTools · 5 skills · No auth
Dify
API · MCP
Open-source LLM app and agent development platform. Build, test, and deploy RAG pipelines, chatbots, and multi-agent…
Verifiedby LF AI & Data Foundation · Infrastructure & Ops, Orchestration · 5 skills · API Key

See all 59 on Browse, with filters

Official · 18

The ones published by the company behind the product.

See all 18 official on Browse

Missing a tool that does this? Suggest a listing.

/tasks/build-a-team-of-agents

I need to build a team of agents · 59 fit · 18 official · keywords: multi-agent, agent framework, agent orchestration, crew · categories: orchestration, autonomous-agents · access: api

Frameworks for building several agents that plan and work together.

best fits

crewaiapi+mcp+cliMulti-agent orchestration framework for building teams of AI agents that collaborate, delegate, and solve complex tasks together.microsoft-agent-frameworkapi+cliAgent Orchestration: Orchestrates multi-agent workflows with handoffs and shared context across .NET and Python.watsonx-orchestrateapiMulti Agent Routing: Routes a request across several specialized agents and supervises their handoffs under governance policy.google-adkcli+apiMulti-Agent Orchestration: Composes hierarchies of specialized agents with routing, delegation, and shared state in code.agent-zerocli+apiRuns a general-purpose personal agentic framework with persistent memory, tool use, code execution, and multi-agent cooperation. Open-source and fully customizable.sakana-fuguapi+cliRoutes and coordinates frontier models per task through one API and CLI. Multi-agent orchestration model from Sakana AI, grounded in the TRINITY and Conductor research papers.agentscopecli+apiMulti-Agent Apps: Builds multi-agent applications with message passing, tools, and pluggable model backends in Python.praisonaicli+apiMulti-Agent Systems: Builds collaborating multi-agent systems with roles, tasks, and tools in Python or via low-code YAML.kaibanjsapi+cliBuilds multi-agent systems in JavaScript with role-based agents, tasks, and teams that run on a Kanban-style board, for JavaScript and TypeScript developers.autogenapi+cliGroup Chat: Orchestrate multiple agents in a group chat with dynamic speaker selection strategies ag2apiBuilds multi-agent systems in Python with async agents, @tool functions, human-in-the-loop pauses, and a hub-and-channel Network for orchestrating agents across providers.difyapi+mcpOpen-source LLM app and agent development platform. Build, test, and deploy RAG pipelines, chatbots, and multi-agent workflows via visual canvas and REST API.

official

microsoft-agent-framework, watsonx-orchestrate, google-adk, sakana-fugu, agentscope, autogen, langgraph, spring-ai-alibaba, strands-agents, openai-agents-api, nvidia-nemo-agent-toolkit, docker-agent, kiro-crew, xirp, agent-lightning, manus, langflow, qwen-code

/browse?task=build-a-team-of-agentsall 59, with filters /tasksevery task /api/tasks/build-a-team-of-agentsthis task as JSONGET · no auth

I need to build a team of agents

Best fits · 12

CrewAI

Microsoft Agent Framework

IBM watsonx Orchestrate

Google ADK

Agent Zero

Sakana Fugu

AgentScope

PraisonAI

KaibanJS

AutoGen

AG2

Dify

Official · 18

Related tasks