# Multi-agent tools and frameworks

105 tools. GitHub numbers are refreshed daily.

| Tool | Type | Languages | License | Pricing | Pattern | MCP | A2A | AG-UI | Stars |
| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |
| [OpenClaw](https://multiagentguide.top/tools/openclaw.md) | Harness | TypeScript | unknown | Open source, free | Supervisor | Yes | Yes | Unknown | 390,998 |
| [Superpowers](https://multiagentguide.top/tools/superpowers.md) | Orchestrator | Markdown, Shell, JavaScript, TypeScript | MIT | Open source, free | Supervisor | Unknown | Unknown | Unknown | 293,495 |
| [ECC](https://multiagentguide.top/tools/ecc.md) | Orchestrator | JavaScript, TypeScript, Shell, Python | MIT | Open core | Other | Yes | Unknown | Unknown | 270,233 |
| [Hermes Agent](https://multiagentguide.top/tools/hermes-agent.md) | Harness | Python | MIT | Open core | Supervisor | Yes | Yes | Unknown | 250,364 |
| [DeepSeek Harness](https://multiagentguide.top/tools/deepseek-harness.md) | Harness | TypeScript, Python | MIT | Open source, free | Supervisor | Yes | Unknown | Unknown | 241,122 |
| [OpenCode](https://multiagentguide.top/tools/opencode.md) | Harness | TypeScript | MIT | Open core | Supervisor | Yes | Unknown | Unknown | 211,180 |
| [n8n](https://multiagentguide.top/tools/n8n.md) | Platform | TypeScript, JavaScript, Python | unknown | Open core | Supervisor | Yes | Unknown | Unknown | 206,389 |
| [AutoGPT](https://multiagentguide.top/tools/autogpt.md) | Platform | Python, TypeScript | unknown | Open core | Supervisor | Yes | Unknown | Unknown | 187,631 |
| [Dify](https://multiagentguide.top/tools/dify.md) | Platform | Python, TypeScript, JavaScript | unknown | Open core | Graph | Yes | Unknown | Unknown | 157,623 |
| [agency-agents](https://multiagentguide.top/tools/agency-agents.md) | Orchestrator | Markdown, Shell | MIT | Open source, free | Crew / roles | Partial | Unknown | Unknown | 155,538 |
| [Langflow](https://multiagentguide.top/tools/langflow.md) | Platform | Python, TypeScript | MIT | Open source, free | Supervisor | Yes | Yes | Yes | 155,406 |
| [Claude Code](https://multiagentguide.top/tools/claude-code.md) | Harness | TypeScript, Python | unknown | Hosted, paid | Supervisor | Yes | Unknown | Unknown | 148,737 |
| [LangChain](https://multiagentguide.top/tools/langchain.md) | Framework | Python | MIT | Open core | Supervisor | Yes | Yes | Partial | 147,331 |
| [gstack](https://multiagentguide.top/tools/gstack.md) | Orchestrator | TypeScript, Markdown, Shell | MIT | Open source, free | Pipeline | Partial | Unknown | Unknown | 134,616 |
| [Codex CLI](https://multiagentguide.top/tools/codex.md) | Harness | Rust, TypeScript, Python | Apache-2.0 | Open core | Supervisor | Yes | Unknown | Unknown | 127,433 |
| [Pi](https://multiagentguide.top/tools/pi.md) | Harness | TypeScript | MIT | Open source, free | Other | Yes | Unknown | Unknown | 110,782 |
| [TradingAgents](https://multiagentguide.top/tools/tradingagents.md) | Framework | Python | Apache-2.0 | Open source, free | Crew / roles | Unknown | Unknown | Unknown | 109,389 |
| [Gemini CLI](https://multiagentguide.top/tools/gemini-cli.md) | Harness | TypeScript | Apache-2.0 | Open core | Supervisor | Yes | Yes | Unknown | 107,199 |
| [Paperclip](https://multiagentguide.top/tools/paperclip.md) | Platform | TypeScript | MIT | Unknown | Supervisor | Partial | Unknown | Unknown | 95,354 |
| [Zed](https://multiagentguide.top/tools/zed.md) | Harness | Rust | unknown | Open core | Other | Yes | Unknown | Unknown | 91,137 |
| [OpenHands](https://multiagentguide.top/tools/openhands.md) | Harness | TypeScript, Python | MIT | Open core | Supervisor | Yes | Unknown | Unknown | 89,658 |
| [DeerFlow](https://multiagentguide.top/tools/deer-flow.md) | Harness | Python, TypeScript | MIT | Open source, free | Supervisor | Yes | Unknown | Unknown | 83,285 |
| [LobeHub](https://multiagentguide.top/tools/lobehub.md) | Platform | TypeScript | unknown | Open core | Supervisor | Yes | Unknown | Unknown | 82,931 |
| [Orca](https://multiagentguide.top/tools/orca.md) | Orchestrator | TypeScript | MIT | Open source, free | Other | Partial | Unknown | Unknown | 82,426 |
| [Ruflo](https://multiagentguide.top/tools/ruflo.md) | Orchestrator | TypeScript, Rust | MIT | Unknown | Supervisor | Yes | Partial | Unknown | 73,587 |
| [MetaGPT](https://multiagentguide.top/tools/metagpt.md) | Framework | Python | MIT | Open source, free | Crew / roles | Unknown | Unknown | Unknown | 70,709 |
| [Oh My OpenAgent (OmO)](https://multiagentguide.top/tools/oh-my-openagent.md) | Orchestrator | TypeScript, Rust | unknown | Unknown | Supervisor | Yes | Unknown | Unknown | 69,690 |
| [Cline](https://multiagentguide.top/tools/cline.md) | Harness | TypeScript | Apache-2.0 | Open core | Supervisor | Yes | Unknown | Unknown | 69,629 |
| [AnythingLLM](https://multiagentguide.top/tools/anything-llm.md) | Platform | JavaScript | MIT | Open core | Other | Yes | Unknown | Unknown | 66,636 |
| [Warp](https://multiagentguide.top/tools/warp.md) | Platform | Python, TypeScript | AGPL-3.0 | Open core | Supervisor | Yes | Unknown | Unknown | 65,307 |
| [AutoGen](https://multiagentguide.top/tools/autogen.md) | Framework | Python, .NET | CC-BY-4.0 | Open source, free | Blackboard | Yes | Unknown | Unknown | 61,246 |
| [CrewAI](https://multiagentguide.top/tools/crewai.md) | Framework | Python | MIT | Open core | Crew / roles | Yes | Yes | Partial | 59,239 |
| [OpenManus](https://multiagentguide.top/tools/openmanus.md) | Framework | Python | MIT | Open source, free | Supervisor | Yes | Partial | Unknown | 58,449 |
| [BMad Method](https://multiagentguide.top/tools/bmad-method.md) | Orchestrator | Python, Markdown | unknown | Open source, free | Crew / roles | Unknown | Unknown | Unknown | 53,677 |
| [LlamaIndex](https://multiagentguide.top/tools/llamaindex.md) | Framework | Python | MIT | Open core | Handoff | Yes | Unknown | Yes | 52,375 |
| [Multica](https://multiagentguide.top/tools/multica.md) | Platform | Go, TypeScript | unknown | Open core | Supervisor | Partial | Unknown | Unknown | 51,766 |
| [Aider](https://multiagentguide.top/tools/aider.md) | Harness | Python | Apache-2.0 | Open source, free | Other | Unknown | Unknown | Unknown | 49,301 |
| [nanobot](https://multiagentguide.top/tools/nanobot.md) | Harness | Python, TypeScript | MIT | Open source, free | Supervisor | Yes | Unknown | Unknown | 48,702 |
| [LangGraph](https://multiagentguide.top/tools/langgraph.md) | Framework | Python | MIT | Open core | Graph | Yes | Yes | Partial | 42,532 |
| [Agno](https://multiagentguide.top/tools/agno.md) | Framework | Python | Apache-2.0 | Open core | Supervisor | Yes | Yes | Yes | 42,424 |
| [Herdr](https://multiagentguide.top/tools/herdr.md) | Orchestrator | Rust | Apache-2.0 | Open source, free | Other | Unknown | Unknown | Unknown | 41,676 |
| [wshobson/agents](https://multiagentguide.top/tools/wshobson-agents.md) | Orchestrator | Markdown, Python | MIT | Open source, free | Pipeline | Unknown | Unknown | Unknown | 40,120 |
| [CopilotKit](https://multiagentguide.top/tools/copilotkit.md) | Framework | TypeScript, Python | MIT | Open core | Other | Yes | Partial | Yes | 37,631 |
| [Buzz](https://multiagentguide.top/tools/buzz.md) | Platform | Rust, TypeScript | Apache-2.0 | Unknown | Blackboard | Yes | Unknown | Unknown | 35,356 |
| [ChatDev](https://multiagentguide.top/tools/chatdev.md) | Framework | Python | Apache-2.0 | Open source, free | Graph | Yes | Unknown | Unknown | 34,428 |
| [Oh My Pi (omp)](https://multiagentguide.top/tools/oh-my-pi.md) | Harness | TypeScript, Rust | MIT | Open source, free | Supervisor | Yes | Unknown | Unknown | 33,889 |
| [oh-my-codex (OMX)](https://multiagentguide.top/tools/oh-my-codex.md) | Orchestrator | TypeScript, Rust | MIT | Open source, free | Supervisor | Yes | Unknown | Unknown | 33,438 |
| [AgentScope](https://multiagentguide.top/tools/agentscope.md) | Framework | Python, TypeScript, Java | Apache-2.0 | Open source, free | Supervisor | Yes | Yes | Yes | 32,631 |
| [Deep Agents](https://multiagentguide.top/tools/deepagents.md) | Framework | Python, TypeScript | MIT | Open core | Supervisor | Yes | Partial | Partial | 29,883 |
| [OpenAI Agents SDK (Python)](https://multiagentguide.top/tools/openai-agents-sdk.md) | Framework | Python | MIT | Open source, free | Handoff | Yes | No | Unknown | 29,790 |
| [Sim](https://multiagentguide.top/tools/sim.md) | Platform | TypeScript | Apache-2.0 | Open core | Graph | Yes | Partial | Unknown | 29,759 |
| [smolagents](https://multiagentguide.top/tools/smolagents.md) | Framework | Python | Apache-2.0 | Open source, free | Supervisor | Yes | Unknown | Unknown | 29,614 |
| [Semantic Kernel](https://multiagentguide.top/tools/semantic-kernel.md) | Framework | C#, Python, Java | MIT | Open source, free | Other | Yes | Partial | Unknown | 28,618 |
| [Mastra](https://multiagentguide.top/tools/mastra.md) | Framework | TypeScript | unknown | Open core | Supervisor | Yes | Yes | Partial | 28,460 |
| [Vibe Kanban](https://multiagentguide.top/tools/vibe-kanban.md) | Orchestrator | Rust, TypeScript | Apache-2.0 | Open source, free | Other | Yes | Unknown | Unknown | 28,227 |
| [Taskmaster](https://multiagentguide.top/tools/claude-task-master.md) | Orchestrator | JavaScript, TypeScript | unknown | Open core | Other | Yes | Unknown | Unknown | 28,119 |
| [cmux](https://multiagentguide.top/tools/cmux.md) | Orchestrator | Swift | unknown | Open core | Other | Yes | Unknown | Unknown | 27,531 |
| [Symphony](https://multiagentguide.top/tools/symphony.md) | Orchestrator | Elixir | Apache-2.0 | Open source, free | Other | Unknown | Unknown | Unknown | 27,493 |
| [Kilo Code](https://multiagentguide.top/tools/kilo-code.md) | Harness | TypeScript | MIT | Open core | Supervisor | Yes | Unknown | Unknown | 27,453 |
| [Haystack](https://multiagentguide.top/tools/haystack.md) | Framework | Python | Apache-2.0 | Open core | Supervisor | Yes | Unknown | Unknown | 26,633 |
| [Agent2Agent (A2A) Protocol](https://multiagentguide.top/tools/a2a.md) | Protocol | Python, JavaScript, Java, Go, C#, Rust | Apache-2.0 | Open source, free | Other | Partial | Yes | Unknown | 25,977 |
| [Letta](https://multiagentguide.top/tools/letta.md) | Framework | TypeScript, Python | Apache-2.0 | Open core | Supervisor | Yes | Unknown | Unknown | 24,985 |
| [T3 Code](https://multiagentguide.top/tools/t3-code.md) | Orchestrator | TypeScript | MIT | Open source, free | Other | Yes | Unknown | Unknown | 24,020 |
| [Archon](https://multiagentguide.top/tools/archon.md) | Framework | TypeScript | MIT | Open source, free | Pipeline | Yes | Unknown | Unknown | 23,588 |
| [OpenAI Swarm](https://multiagentguide.top/tools/openai-swarm.md) | Framework | Python | MIT | Open source, free | Handoff | Unknown | Unknown | Unknown | 22,025 |
| [Google ADK (Python)](https://multiagentguide.top/tools/google-adk.md) | Framework | Python | Apache-2.0 | Open core | Graph | Yes | Partial | Partial | 21,688 |
| [Prime Agent](https://multiagentguide.top/tools/prime-agent.md) | Harness | Rust, Python | unknown | Open source, free | Supervisor | Yes | Unknown | Unknown | 21,428 |
| [Pydantic AI](https://multiagentguide.top/tools/pydantic-ai.md) | Framework | Python | MIT | Open core | Supervisor | Yes | Partial | Yes | 20,299 |
| [Paseo](https://multiagentguide.top/tools/paseo.md) | Orchestrator | TypeScript | unknown | Open core | Supervisor | Yes | Unknown | Unknown | 19,115 |
| [Gas Town](https://multiagentguide.top/tools/gastown.md) | Orchestrator | Go | MIT | Open source, free | Supervisor | Unknown | Unknown | Unknown | 18,227 |
| [CAMEL](https://multiagentguide.top/tools/camel.md) | Framework | Python | Apache-2.0 | Open source, free | Supervisor | Yes | Unknown | Unknown | 17,799 |
| [AG-UI (Agent-User Interaction Protocol)](https://multiagentguide.top/tools/ag-ui.md) | Protocol | TypeScript, Python, C#, Kotlin, Go, Java, Rust, Ruby, Dart, C++ | MIT | Open source, free | Other | Yes | Partial | Yes | 16,164 |
| [QM](https://multiagentguide.top/tools/qm.md) | Platform | TypeScript | MIT | Open source, free | Swarm | Yes | Unknown | Unknown | 15,300 |
| [Superset](https://multiagentguide.top/tools/superset.md) | Orchestrator | TypeScript | unknown | Open core | Supervisor | Yes | Unknown | Unknown | 14,785 |
| [LiveKit Agents](https://multiagentguide.top/tools/livekit-agents.md) | Framework | Python | Apache-2.0 | Open core | Handoff | Yes | Unknown | Unknown | 14,434 |
| [Microsoft Agent Framework](https://multiagentguide.top/tools/microsoft-agent-framework.md) | Framework | Python, .NET, Go | MIT | Open core | Graph | Yes | Yes | Yes | 13,886 |
| [HumanLayer](https://multiagentguide.top/tools/humanlayer.md) | Orchestrator | Go, TypeScript | unknown | Hosted, paid | Pipeline | Partial | Unknown | Unknown | 11,636 |
| [Spring AI Alibaba](https://multiagentguide.top/tools/spring-ai-alibaba.md) | Framework | Java | Apache-2.0 | Open source, free | Graph | Yes | Yes | Unknown | 10,952 |
| [VoltAgent](https://multiagentguide.top/tools/voltagent.md) | Framework | TypeScript | MIT | Open core | Supervisor | Yes | Yes | Yes | 10,705 |
| [Model Context Protocol (MCP)](https://multiagentguide.top/tools/mcp.md) | Protocol | TypeScript, Python, C#, Go, Rust, Ruby, Java, Swift, PHP, Kotlin | unknown | Open source, free | Other | Yes | Unknown | Unknown | 9,354 |
| [PraisonAI](https://multiagentguide.top/tools/praisonai.md) | Framework | Python, TypeScript | MIT | Open source, free | Crew / roles | Yes | Yes | Yes | 9,114 |
| [Agent Development Kit (ADK) for Go](https://multiagentguide.top/tools/google-adk-go.md) | Framework | Go | Apache-2.0 | Open core | Graph | Yes | Partial | Unknown | 8,837 |
| [Strands Agents](https://multiagentguide.top/tools/strands-agents.md) | Framework | Python, TypeScript | Apache-2.0 | Open source, free | Supervisor | Yes | Yes | Partial | 8,589 |
| [mcp-agent](https://multiagentguide.top/tools/mcp-agent.md) | Framework | Python | Apache-2.0 | Open source, free | Supervisor | Yes | Unknown | Unknown | 8,567 |
| [Claude Squad](https://multiagentguide.top/tools/claude-squad.md) | Orchestrator | Go | AGPL-3.0 | Open source, free | Other | Unknown | Unknown | Unknown | 8,553 |
| [Agent Squad](https://multiagentguide.top/tools/agent-squad.md) | Framework | Python, TypeScript, Swift | Apache-2.0 | Open source, free | Other | Yes | Unknown | Unknown | 7,778 |
| [Swarms](https://multiagentguide.top/tools/swarms.md) | Framework | Python, Rust | Apache-2.0 | Open core | Other | Yes | Unknown | Unknown | 7,227 |
| [AG2](https://multiagentguide.top/tools/ag2.md) | Framework | Python | Apache-2.0 | Unknown | Other | Yes | Yes | Yes | 4,970 |
| [Langroid](https://multiagentguide.top/tools/langroid.md) | Framework | Python | MIT | Open source, free | Supervisor | Yes | Unknown | Partial | 4,109 |
| [Container Use](https://multiagentguide.top/tools/container-use.md) | Orchestrator | Go | Apache-2.0 | Open source, free | Other | Yes | Unknown | Unknown | 4,052 |
| [OpenAI Agents SDK (JavaScript/TypeScript)](https://multiagentguide.top/tools/openai-agents-js.md) | Framework | TypeScript, JavaScript | MIT | Open source, free | Handoff | Yes | No | Unknown | 3,882 |
| [BeeAI Framework](https://multiagentguide.top/tools/beeai-framework.md) | Framework | Python, TypeScript | Apache-2.0 | Open source, free | Supervisor | Yes | Yes | Unknown | 3,424 |
| [LangGraph.js](https://multiagentguide.top/tools/langgraphjs.md) | Framework | TypeScript, JavaScript | MIT | Open core | Graph | Partial | Unknown | Partial | 3,328 |
| [Griptape](https://multiagentguide.top/tools/griptape.md) | Framework | Python | Apache-2.0 | Unknown | Pipeline | Yes | Unknown | Unknown | 2,581 |
| [Agent Development Kit (ADK) for Java](https://multiagentguide.top/tools/google-adk-java.md) | Framework | Java | Apache-2.0 | Open core | Handoff | Yes | Partial | Unknown | 1,741 |
| [KaibanJS](https://multiagentguide.top/tools/kaibanjs.md) | Framework | JavaScript, TypeScript | MIT | Unknown | Crew / roles | Partial | Partial | Unknown | 1,480 |
| [AgentKit by Inngest](https://multiagentguide.top/tools/inngest-agentkit.md) | Framework | TypeScript | Apache-2.0 | Open core | Supervisor | Yes | Unknown | Unknown | 939 |
| [Amp](https://multiagentguide.top/tools/amp.md) | Platform | TypeScript, Python | Proprietary | Hosted, paid | Supervisor | Yes | Unknown | Unknown | — |
| [Conductor](https://multiagentguide.top/tools/conductor.md) | Platform | Not applicable (hosted product) | Proprietary | Hosted, paid | Other | Yes | Unknown | Unknown | — |
| [Cursor](https://multiagentguide.top/tools/cursor.md) | Platform | TypeScript, Python | Proprietary | Hosted, paid | Supervisor | Yes | Unknown | Unknown | — |
| [Devin](https://multiagentguide.top/tools/devin.md) | Platform | Not applicable (hosted product) | Proprietary | Hosted, paid | Supervisor | Yes | Unknown | Unknown | — |
| [GitHub Copilot cloud agent](https://multiagentguide.top/tools/github-copilot-cloud-agent.md) | Platform | Not applicable (hosted product) | Proprietary | Hosted, paid | Other | Yes | Unknown | Unknown | — |
| [OpenAI Agents API](https://multiagentguide.top/tools/openai-agents-api.md) | Platform | Python, JavaScript, Go, Java, Ruby | Proprietary | Usage-based | Supervisor | Yes | Unknown | Unknown | — |
| [Replit Agent](https://multiagentguide.top/tools/replit-agent.md) | Platform | Not applicable (hosted product) | Proprietary | Hosted, paid | Supervisor | Yes | Unknown | Unknown | — |
| [Tembo](https://multiagentguide.top/tools/tembo.md) | Platform | TypeScript | Proprietary | Hosted, paid | Other | Yes | Unknown | Unknown | — |

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Data as of 2026-10-01. Not affiliated with listed projects. HTML version: https://multiagentguide.top/tools