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Best tools·Agent Frameworks·RAG

Best Agent Frameworks for RAG

7 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 →

7 tools

  1. 01

    Shubhamsaboo

    awesome-llm-apps

    100+ AI Agent & RAG apps you can actually run — clone, customize, ship.

    112,402
    Agent FrameworksWebsite →
  2. 02

    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
    Agent FrameworksWebsite →
  3. 03

    Mastra

    Mastra

    TypeScript framework for agents, workflows, and RAG with first-class evals.

    23,945
    Agent FrameworksWebsite →
  4. 04

    MervinPraison

    PraisonAI

    PraisonAI 🦞 — 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.

    7,868Open-source
    Agent FrameworksWebsite →
  5. 05

    framersai

    agentos

    Build autonomous AI agents with adaptive intelligence and emergent behaviors, included with multimodal RAG and optional HEXACO personalities.

    561
    Agent FrameworksWebsite →
  6. 06

    freddy-schuetz

    n8n claw

    OpenClaw-inspired autonomous AI agent built entirely in n8n. Adaptive RAG-powered memory, Skills via MCP templates, Expert Agents with delegated sub-agents, proactive task management, media understanding - self-hosted with one setup script

    447
    Agent FrameworksWebsite →
  7. 07

    onestardao

    WFGY

    WFGY is heading toward WFGY 5.0 Polaris Protocol, a major open-source release for AI reasoning, RAG, agents, and real-world workflows. Includes Problem Map, Global Debug Card, WFGY 4.0, and the CFV Easter Egg.

    Agent FrameworksWebsite →

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.

Full methodology →

Related

Questions

What is the best Agent Frameworks tool for RAG?
Based on signal score, awesome-llm-apps leads this list with 112,402 GitHub stars. It is categorized under Agent Frameworks.
How do these Agent Frameworks tools compare on price?
Pricing data is incomplete for this set. See individual tool pages for current pricing.
Which of these tools works best with RAG?
Tools with the highest use-case tag match for RAG in this list: awesome-llm-apps, ruflo, Mastra. 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?
awesome-llm-apps (Apache-2.0), ruflo (MIT), PraisonAI (MIT), agentos (Apache-2.0).
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.