AI Agent Framework Compare, Side-by-Side AI Agent Framework Reviews<br>AI Agent Frameworks, Compared<br>Side-by-side comparison of 15 AI agent frameworks. Filter by use case (RAG, multi-agent, structured output) and language (Python, TypeScript, .NET). Updated weekly.
Use case<br>All<br>.NET stack<br>AI agent node<br>API integration<br>HF ecosystem<br>Next.js app<br>Next.js integration<br>OpenAI-first stack<br>RAG<br>RAG agent<br>TypeScript stack<br>broad integration<br>chain composition<br>chat interface<br>code agent<br>code generation agent<br>content workflow<br>data agent<br>drag-drop chain builder<br>edge runtime<br>enterprise<br>enterprise search<br>eval<br>function calling<br>guardrails<br>handoff pattern<br>human-in-the-loop<br>index management<br>knowledge base<br>minimal footprint<br>multi-agent chat<br>multi-step agent<br>no-code<br>no-code agent<br>pipeline composition<br>plugin<br>production RAG<br>production app<br>prototype<br>research<br>role-based agent team<br>self-host<br>skill orchestration<br>stateful workflow<br>streaming UI<br>task delegation<br>team collaboration<br>tool use<br>tracing<br>typed structured output<br>validation<br>workflow automation<br>workflow builder<br>workflow with steps<br>Language<br>All<br>.NET / Python / Java<br>Python<br>Python / .NET<br>Python / TypeScript<br>TypeScript<br>TypeScript / Python
15 frameworks<br>LangGraph<br>Graph-based control for stateful LLM agents with explicit transitions and human gates.
12k+<br>Python / TypeScriptcontrol: graphstate: explicit-graphMIT<br>multi-step agenthuman-in-the-loopstateful workflowRAG agent<br>CrewAI<br>Role-based crew orchestration with sequential or hierarchical task delegation.
28k+<br>Pythoncontrol: crewstate: message-passingMIT<br>role-based agent teamtask delegationresearchcontent workflow<br>AutoGen<br>Conversational multi-agent framework from Microsoft Research with deep tool use.
35k+<br>Python / .NETcontrol: conversationalstate: message-passingMIT<br>multi-agent chatcode generation agentresearchtool use<br>Pydantic AI<br>Typed agents built on Pydantic validation. Production-first, structured output as first class.
6k+<br>Pythoncontrol: code-firststate: explicit-graphMIT<br>typed structured outputfunction callingproduction appvalidation<br>OpenAI Agents SDK<br>OpenAI official SDK with handoffs, guardrails, and built-in tracing UI.
8k+<br>Python / TypeScriptcontrol: code-firststate: implicitMIT<br>OpenAI-first stackhandoff patternguardrailstracing<br>Mastra<br>TypeScript-native framework with workflows, agents, RAG, and built-in eval.
10k+<br>TypeScriptcontrol: code-firststate: explicit-graphElastic License 2.0<br>TypeScript stackNext.js integrationworkflow with stepseval<br>Vercel AI SDK<br>TypeScript SDK with streaming UI primitives and provider abstraction.
13k+<br>TypeScriptcontrol: code-firststate: implicitApache 2.0<br>streaming UIchat interfaceNext.js appedge runtime<br>LangChain<br>The original LLM framework. Broad integration surface, mature ecosystem.
94k+<br>Python / TypeScriptcontrol: code-firststate: implicitMIT<br>RAGprototypebroad integrationchain composition<br>LlamaIndex<br>Data-first framework. Strongest for RAG and structured data agent.
36k+<br>Python / TypeScriptcontrol: code-firststate: implicitMIT<br>RAGindex managementdata agentknowledge base<br>Haystack<br>Pipeline-based framework from deepset. Production search and RAG focus.
17k+<br>Pythoncontrol: code-firststate: explicit-graphApache 2.0<br>production RAGpipeline compositionenterprise search<br>Dify<br>Open-source LLM app platform with visual workflow builder. Self-hostable.
53k+<br>TypeScript / Pythoncontrol: low-codestate: explicit-graphCustom (open-core)<br>no-code agentworkflow builderteam collaborationself-host<br>Flowise<br>Drag-and-drop LangChain workflow builder. Open source, self-host first.
32k+<br>TypeScriptcontrol: low-codestate: explicit-graphApache 2.0<br>drag-drop chain builderno-codeprototypeself-host<br>n8n<br>Workflow automation with AI agent nodes. Strong integration library.
65k+<br>TypeScriptcontrol: low-codestate: event-drivenSustainable Use License<br>workflow automationAI agent nodeself-hostAPI integration<br>Semantic Kernel<br>Microsoft enterprise SDK. .NET / Python / Java with plugin orchestration.
21k+<br>.NET / Python / Javacontrol: code-firststate: implicitMIT<br>.NET stackenterpriseskill orchestrationplugin<br>smolagents<br>Hugging Face minimal agent framework. Code-as-action approach, small footprint.
12k+<br>Pythoncontrol: code-firststate: implicitApache 2.0<br>minimal footprintcode agenttool useHF ecosystem