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
Official
The ones published by the company behind the product.
Microsoft Agent Framework
IBM watsonx Orchestrate
Google ADK
Sakana Fugu
AgentScope
AutoGen
LangGraph
Spring AI Alibaba
Related tasks
- test and evaluate agents29 tools
Trace, test and score LLM apps and agents before and after they ship. - automate workflows between apps14 tools
Connect apps and automate multi-step workflows with n8n, Zapier, Pipedream and others. - give an agent long-term memory34 tools
Memory layers that let an agent keep what it learned from one session to the next. - monitor apps in production44 tools
Query logs, errors, metrics and incidents from your monitoring tools.
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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 strategiesag2apiBuilds 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
related tasks
/tasks/evaluate-agents29 fittest and evaluate agents/tasks/automate-workflows14 fitautomate workflows between apps/tasks/give-an-agent-memory34 fitgive an agent long-term memory/tasks/monitor-apps-in-production44 fitmonitor apps in productionmore
/browse?task=build-a-team-of-agentsall 59, with filters/tasksevery task/api/tasks/build-a-team-of-agentsthis task as JSONGET · no auth