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[BEST_IN_NICHE // MULTI-AGENT]

Best Multi-Agent in May 2026

If you need a Multi-Agent tool right now, our pick to watch is microsoft/ai-agents-for-beginners (velocity score 6.3/10). Score 6.3/10 — established but flat. Worth watching for the next inflection. Consider alternatives below if velocity matters. Other tools worth a look: MervinPraison/PraisonAI, bytedance/deer-flow, microsoft/agent-framework. Rankings update daily — see the full top 10 below.

Top 3 picks
[RANK · #01]
microsoft/ai-agents-for-beginners
stablescore 6.3/10+902 stars/7d
[RANK · #02]
MervinPraison/PraisonAI
acceleratingscore 2.8/10+670 stars/7d
[RANK · #03]
bytedance/deer-flow
acceleratingscore 2.6/10+1,058 stars/7d
Top 10 ranked
Tool
Velocity
Trend 30d
Δ 7d
Stars
Class
  • microsoft/ai-agents-for-beginners12 Lessons to Get Started Building AI Agents
    6.25↑ +90262kStable
  • MervinPraison/PraisonAIPraisonAI 🦞 — Hire a 24/7 AI Workforce. Stop writing boilerplate and start shipping autonomous self-improving agents that research, plan, code, and execute tasks. Deployed in 5 lines of code with built-in memory, RAG, and support for 100+ LLMs.
    2.77↑ +6707.8kAccel
  • bytedance/deer-flowAn open-source long-horizon SuperAgent harness that researches, codes, and creates. With the help of sandboxes, memories, tools, skill, subagents and message gateway, it handles different levels of tasks that could take minutes to hours.
    2.65↑ +1.1k68kAccel
  • microsoft/agent-frameworkA framework for building, orchestrating and deploying AI agents and multi-agent workflows with support for Python and .NET.
    2.27↑ +13110kAccel
  • langfuse/langfuse🪢 Open source LLM engineering platform: LLM Observability, metrics, evals, prompt management, playground, datasets. Integrates with OpenTelemetry, Langchain, OpenAI SDK, LiteLLM, and more. 🍊YC W23
    1.66↑ +32627kAccel
  • google/adk-javaAn open-source, code-first Java toolkit for building, evaluating, and deploying sophisticated AI agents with flexibility and control.
    1.56↑ +111.6kStable
  • camel-ai/camel🐫 CAMEL: The first and the best multi-agent framework. Finding the Scaling Law of Agents. https://www.camel-ai.org
    1.26↑ +5217kAccel
  • microsoft/autogenA programming framework for agentic AI
    1.11↑ +14558kAccel
  • camel-ai/oasis🏝️ OASIS: Open Agent Social Interaction Simulations with One Million Agents.
    1.04↑ +314.6kStable
  • cft0808/edict🏛️ 三省六部制 · OpenClaw Multi-Agent Orchestration System — 9 specialized AI agents with real-time dashboard, model config, and full audit trails
    0.82↑ +7016kAccel
Frequently asked

What's the best Multi-Agent right now?

microsoft/ai-agents-for-beginners. Beam ranks Multi-Agent tools at 6.3/10 velocity. Score 6.3/10 — established but flat. Worth watching for the next inflection. Consider alternatives below if velocity matters.

What other Multi-Agent tools should I consider?

Beyond microsoft/ai-agents-for-beginners, the next four highest-velocity Multi-Agent tools beam tracks are MervinPraison/PraisonAI, bytedance/deer-flow, microsoft/agent-framework, langfuse/langfuse. Open any tool's profile for the full signal breakdown.

How does beam rank Multi-Agent tools?

Beam fuses five orthogonal signals into a single velocity score: code activity, package adoption, research citation, sentiment, and production signals. The score multiplies across signals, so any one signal collapsing pulls the whole score down — that's how beam catches stars-up-commits-down decay. Full methodology at /about/methodology.

Is microsoft/ai-agents-for-beginners actively maintained?

See the live status check at /tools/561/status for the direct-answer verdict, last-commit timestamp, and 90-day velocity chart. Beam refreshes daily.

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