The best AI agent frameworks for building your own agents (2026)

Open-source frameworks and SDKs developers use to build their own AI agents. Compared on language, license, cost and paid hosting options.

Quick answer

From the 8 AI agent frameworks on Klyvoo, with prices checked on each official site.

Quick comparison

Agent Best for Starting price Pricing model Free trial Standout
LangGraph Stateful long-running agents with fine control Free (open source) Free; pay for model API usage and optional LangSmith hosting Free LangSmith tier Durable execution that recovers from failures
CrewAI Role-based multi-agent teams and workflows Free (open source) Free; pay for model API usage and optional CrewAI AMP plan Free AMP Basic plan Simple role and task model for multi-agent teams
OpenAI Agents SDK Lightweight multi-agent apps with handoffs Free (open source) Free; pay for model API usage Small set of building blocks, easy to learn
Claude Agent SDK Agents that read files, run commands and edit code Free SDK; pay for Claude API use Free SDK; pay for Claude API usage Built-in tools for files, shell and web search
Microsoft Agent Framework .NET and Python teams building production agents Free (open source) Free; pay for model API usage and any Azure hosting Successor to AutoGen and Semantic Kernel, with migration guides
Google Agent Development Kit (ADK) Multi-language agents with easy Google Cloud deployment Free (open source) Free; pay for model API usage and any cloud hosting Five language SDKs with a consistent API
LlamaIndex Document-heavy agents and RAG in Python Free (open source); LlamaParse from $50/mo Free framework; optional credit-based LlamaParse cloud plans Free LlamaParse plan Deep tooling for document ingestion, retrieval and RAG
Mastra TypeScript developers building agents into web apps Free (open source); Cloud Teams $250/mo Free framework; usage-based cloud plans for hosting and observability Free Mastra Cloud Starter Native TypeScript with Next.js, React, Express and Hono integrations

Prices in USD from each vendor’s official pricing page, checked October 2026. Some links may be affiliate links; that never changes our picks.

Showing 8 AI agent frameworks

1. LangGraph

AI agent framework

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Best for: stateful long-running agents with fine control

Low-level orchestration framework from LangChain for building stateful agents as graphs with durable execution.

StandoutDurable execution that recovers from failures
Watch out forLow-level API takes time to learn
Starting price
Free (open source)
Free trial
Free LangSmith tier
Languages
Python, JavaScript/TypeScript

2. CrewAI

AI agent framework

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Best for: role-based multi-agent teams and workflows

Python framework for running teams of role-based AI agents as crews, with event-driven Flows for workflow control.

StandoutSimple role and task model for multi-agent teams
Watch out forPython only (3.10 to 3.13)
Starting price
Free (open source)
Free trial
Free AMP Basic plan
Languages
Python

3. OpenAI Agents SDK

AI agent framework

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Best for: lightweight multi-agent apps with handoffs

Lightweight open-source framework from OpenAI for multi-agent workflows with handoffs, guardrails and built-in tracing.

StandoutSmall set of building blocks, easy to learn
Watch out forDefaults and best support are for OpenAI models
Starting price
Free (open source)
Languages
Python, JavaScript/TypeScript

4. Claude Agent SDK

AI agent framework

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Best for: agents that read files, run commands and edit code

Anthropic's SDK that packages Claude Code's tools, agent loop and context management as a Python or TypeScript library.

StandoutBuilt-in tools for files, shell and web search
Watch out forWorks with Claude models only
Starting price
Free SDK; pay for Claude API use
Languages
Python, TypeScript

Best for: .NET and Python teams building production agents

Open-source Microsoft framework for agents and multi-agent workflows, and the successor to AutoGen and Semantic Kernel.

StandoutSuccessor to AutoGen and Semantic Kernel, with migration guides
Watch out forGo version is in preview and missing features
Starting price
Free (open source)
Languages
C# (.NET), Python, Go (preview)

Best for: multi-language agents with easy Google Cloud deployment

Google's open-source, code-first toolkit for building, testing and deploying agents in Python, TypeScript, Go, Java and Kotlin.

StandoutFive language SDKs with a consistent API
Watch out forDeployment guides center on Google Cloud
Starting price
Free (open source)
Languages
Python, TypeScript, Go, Java, Kotlin

7. LlamaIndex

AI agent framework

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Best for: document-heavy agents and RAG in Python

Open-source Python toolkit for building LLM agents and event-driven workflows over your own documents and data.

StandoutDeep tooling for document ingestion, retrieval and RAG
Watch out forTypeScript version was deprecated in April 2026
Starting price
Free (open source); LlamaParse from $50/mo
Free trial
Free LlamaParse plan
Languages
Python

8. Mastra

AI agent framework

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Best for: typeScript developers building agents into web apps

Open-source TypeScript framework for AI agents and workflows with memory, tools, evals and a local Studio.

StandoutNative TypeScript with Next.js, React, Express and Hono integrations
Watch out forTypeScript/JavaScript only; needs Node.js 22.18 or later
Starting price
Free (open source); Cloud Teams $250/mo
Free trial
Free Mastra Cloud Starter
Languages
TypeScript, JavaScript

More jobs AI agents can do

AI receptionistsAI scheduling assistantsAI sales agentsAI customer support agentsAI content and social agentsAI research agentsAI coding agentsAI personal assistantsAI lead generation agents

Every price on Klyvoo comes from the vendor’s official pricing page. How we review