Best tools·Agent Frameworks·Multi-Agent
Best Agent Frameworks for Multi-Agent
10 Agent Frameworks tools ranked by GitHub activity, community traction, and use‑case match — as of 2026-06-01.
Ranked by signal score (GitHub stars × 0.5 + PH votes × 0.3 + use-case tag match × 0.2). Data as of 2026-06-01. How we rank →
10 tools
- 01
LangChain
LangChain
Open-source framework for LLM applications, agents, and RAG pipelines.
136,904Open-source - 02
Wordware
Wordware
Document-like, natural-language IDE for building and deploying AI agents. Write agent logic in plain English with inline loops, conditionals, and model calls; deploy as a REST API in one click; 2,000+ pre-built integrations. YC S24. $30M seed (Spark Capital + Felicis). 9,903 PH upvotes — #1 of Year 2024. Note: company pivoted to Sauna (AI knowledge-work companion) in mid-2025; V1 platform still accessible at app.wordware.ai but is not the primary product.
9,918Free / AI Builder $199/mo / Company $899/mo / Enterprise custom - 03
TauricResearch
TradingAgents
TradingAgents: Multi-Agents LLM Financial Trading Framework
81,316Open-source - 04
FoundationAgents
MetaGPT
🌟 The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming
68,443Open-source - 05
ruvnet
ruflo
🌊 The leading agent orchestration platform for Claude. Deploy intelligent multi-agent swarms, coordinate autonomous workflows, and build conversational AI systems. Features enterprise-grade architecture, self-learning swarm intelligence, RAG integration, and native Claude Code / Codex Integration
57,005 - 06
CrewAI
CrewAI
Role-based multi-agent orchestration framework with task delegation and tool use.
51,547Open-source - 07
OpenAI
openai-agents-python
A lightweight, powerful framework for multi-agent workflows
26,810Open-source - 08
- 09NI
NirDiamant
GenAI Agents
50+ tutorials and implementations for Generative AI Agent techniques, from basic conversational bots to complex multi-agent systems.
22,286 - 10MI
microsoft
mcp-for-beginners
This open-source curriculum introduces the fundamentals of Model Context Protocol (MCP) through real-world, cross-language examples in .NET, Java, TypeScript, JavaScript, Rust and Python. Designed for developers, it focuses on practical techniques for building modular, scalable, and secure AI workflows from session setup to service orchestration.
16,130Open-source
How we chose
Signal score weights: GitHub stars (50%), ProductHunt votes (30%), use-case tag match (20%). Minimum 4 qualifying tools per page. Only tools in published state with ≥80% data completeness included.
Related
Questions
- What is the best Agent Frameworks tool for Multi-Agent?
- Based on signal score, LangChain leads this list with 136,904 GitHub stars. It is categorized under Agent Frameworks.
- How do these Agent Frameworks tools compare on price?
- LangChain: Open-source. Wordware: Free / AI Builder $199/mo / Company $899/mo / Enterprise custom. TradingAgents: Open-source. MetaGPT: Open-source. CrewAI: Open-source. openai-agents-python: Open-source. mcp-for-beginners: Open-source.
- Which of these tools works best with Multi-Agent?
- Tools with the highest use-case tag match for Multi-Agent in this list: LangChain, Wordware, TradingAgents. Use-case match is one of three signals in our ranking; see the methodology link above for how it's weighted.
- Are there open-source options in this list?
- LangChain (MIT), TradingAgents (Apache-2.0), MetaGPT (MIT), ruflo (MIT), CrewAI (MIT), openai-agents-python (MIT), mcp-for-beginners (MIT).
- How often is this list updated?
- GitHub stats refresh weekly. ProductHunt votes refresh weekly. Pricing data refreshes daily. This page last verified 2026-06-01.