Skip to content
Trending · best of 2026

Best Multi-agent orchestration tools

Run teams of agents: sub-agents, swarms, planners, parallel workers and handoffs. 10 hand-checked picks first, then 492 matching MCP servers, skills and plugins from our index, ranked by GitHub stars.

Standouts

Stars from the GitHub API, 2026-10-15
  1. 1

    Agentic skills framework and development methodology (skills, subagents)

    github.com/obra/superpowers
    299,539 ★
  2. 2

    Agent harness for multi-agent swarms

    github.com/ruvnet/ruflo
    74,825 ★
  3. 3

    Multi-harness agentic plugin marketplace for Claude Code, Codex, Cursor, OpenCode

    github.com/wshobson/agents
    40,834 ★
  4. 4

    Orchestrate Claude Code, Codex or any coding agent

    github.com/BloopAI/vibe-kanban
    28,373 ★
  5. 5

    Agent2Agent open protocol for interoperable agents

    github.com/a2aproject/A2A
    26,162 ★
  6. 6

    Full-stack MCP framework for agents

    github.com/mcp-use/mcp-use
    10,766 ★
  7. 7

    Manage multiple terminal agents (Claude Code, Codex, OpenCode, Amp)

    github.com/smtg-ai/claude-squad
    8,607 ★
  8. 8

    Build agents with MCP and simple workflow patterns

    github.com/lastmile-ai/mcp-agent
    8,574 ★
  9. 9

    Build and evaluate agents with Skills, MCP, ACP and A2A

    github.com/evalstate/fast-agent
    3,936 ★
  10. 10

    Claude Code as a one-shot MCP server

    github.com/steipete/claude-code-mcp
    1,314 ★

More from the index

Tools whose name, description or GitHub topics match this topic, ranked by live GitHub stars. Keyword-matched, not reviewed by hand.

  1. Orca is the ADE for working with a fleet of parallel agents. Run any coding agent with your own subscription. Available on desktop, mobile and remote runtime.

    $brew install --cask stablyai/orca/orca
  2. Ultra-lightweight, open-source, self-hosted personal AI agent framework in Python with WebUI, tools, memory, MCP, multi-agent workflows, automation, and chat apps

    $git clone https://github.com/HKUDS/nanobot
  3. Open-source personal AI assistant & Agent Harness. Plans tasks, runs tools and skills, self-evolves with memory and knowledge. Multi-agent, multi-model, multi-channel.…

    $git clone https://github.com/zhayujie/CowAgent
  4. Persistent file-based planning for AI coding agents and long-running tasks. Crash-proof markdown plans, session recovery after /clear and compaction, per-turn re-injection…

    $/plugin marketplace add OthmanAdi/planning-with-files
  5. Open-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and agent workflows with explicit control…

    $pip install haystack-ai
  6. 277 个即插即用的 AI 专家角色 — 支持 Claude Code/Cursor/Copilot 等 20 种工具,覆盖工程/设计/营销/金融等 20 个部门。含 64 个中国市场原创智能体(小红书/抖音/微信/飞书/钉钉/Qt 上位机/机械设计)。搭配编排器 agency-orchestrator,一句话即可让多位专家按 DAG 自动协作。

    $npm install -g agency-orchestrator
  7. Universal SEO skill for Claude Code. 26 sub-skills + 19 sub-agents covering technical SEO, E-E-A-T, schema, GEO/AEO, agent readiness (Lighthouse Agentic Browsing, WebMCP,…

    $/plugin marketplace add AgriciDaniel/claude-seo
  8. High-performance AI pipeline engine with a C++ core and 50+ Python-extensible nodes. Build, debug, and scale LLM workflows with 13+ model providers, 8+ vector databases, and…

    $pip install rocketride
  9. AI 时代的伯克希尔:基于 Claude Code / Codex 的价值投资研究框架。巴菲特·芒格·段永平·李录四大师方法论 + 多Agent并行研究。| AI-era Berkshire: a value investing research framework built for Claude Code / Codex. 4 masters'…

    $npm install -g @anthropic-ai/claude-code
  10. 本地优先的跨平台 Claude Code / AI Agent 桌面工作台:多 Agent 协作、Git Worktree、代码 Diff、技能市场、多模型、Computer Use、桌面宠物;支持微信、飞书、钉钉及 H5 等远程访问。 | Local-first Claude Code / AI Agent desktop workspace:…

    $git clone https://github.com/NanmiCoder/cc-haha
  11. Run and supervise teams of coding agents from planning to merge. Any harness (Claude code, codex, +25 more). Desktop, web, mobile, and cloud agents.

    $git clone https://github.com/OrchestratorInc/agent-orchestrator
  12. Practical patterns, starters & CLI tools for loop engineering with AI coding agents. Design systems that prompt and orchestrate agents (inspired by Addy Osmani and Boris…

    $npx @cobusgreyling/loop init . --pattern daily-triage --tool claude
  13. Omnigent is an open-source AI agent framework and meta-harness: orchestrate Claude Code, Codex, Cursor, Pi, and custom agents — swap harnesses without rewriting, enforce…

    $brew install omnigent-ai/tap/omnigent