List of the Best Agentic AI Software in 2026

What is CrewAI?

CrewAI is an open-source framework for orchestrating autonomous multi-agent AI systems. It enables developers to define "crews" of specialized AI agents — each with a role, goal, and tools — that collaborate to complete complex tasks. A CrewAI workflow might have a researcher agent, a writer ...

What is LlamaIndex?

LlamaIndex is an open-source data framework for building LLM-powered applications over private and enterprise data. It provides the tools to ingest, structure, and retrieve data for LLM context: document loaders for 100+ data sources, chunking and indexing pipelines, retrieval strategies ...

What is Beam AI?

Beam AI builds and runs agents for recurring process work. A task is described in chat and the platform assembles, tests and connects the agent against its integration library, with no code written by the buyer. Agents then run end to end at volume and pause for a person on any step marked as ...

What is Skyvern?

Skyvern automates work on websites that have no API. A task is written as a prompt, uploaded as a written procedure, recorded as a demonstration, or built in a visual editor, and Skyvern then drives a browser using vision together with generated code. It signs in, handles two-factor and ...

What is xpander.ai?

xpander.ai runs agents and controls what they are allowed to reach. Work arrives from Slack, Teams, Claude, ChatGPT, an API or a schedule, and the Agent Runtime executes each agent in an isolated sandbox, recording every turn. An MCP Gateway restricts which actions an agent may call, and an AI ...

What is Langflow?

Langflow is an open-source visual builder for agent and retrieval flows. Components for models, vector databases, prompts and callable functions are wired together on a canvas, and the finished flow is published as an API endpoint an application can call. A flow can also expose its components ...

What is StackAI?

StackAI builds agent workflows without code. Documents are uploaded and live records pulled from connected business systems, then a chain of steps extracts structured fields, reasons over them and writes the result back as an action: a record synced to a CRM, a task created in a project system, ...

What is Orkes Conductor?

Orkes Conductor runs agents and workflows defined as JSON task graphs, built visually or through SDKs for Python, Java, Go, JavaScript, TypeScript, C# and Ruby. The engine writes the state of every step down, so a run that fails partway resumes instead of restarting, and it supports handoff ...

What is Letta?

Letta runs agents that keep their memory, identity and capabilities between sessions, built on the virtual context management approach its founders published as MemGPT. Rather than resending a whole history on every call, the agent decides what to hold in its working context and what to write ...

What is Browserbase?

Browserbase runs headless Chromium sessions in the cloud that a model connects to and controls, navigating pages, filling forms and clicking through flows. It also offers a Search API that returns sites for a query and a Fetch API that returns a page as HTML, JSON or markdown. Each session ...

What is Browser Use?

Browser Use has three parts. Web agents take a task written in plain language and return structured JSON. Hosted Chromium browsers are billed by the minute and can run behind a home-IP proxy, your own proxy or a direct connection. Browser Harness is an MIT-licensed package that lets an agent ...

What is Griptape?

Griptape is a Python framework for agents, pipelines and workflows, paired with a drag-and-drop builder called Griptape Nodes that drops back into Python at any step. Griptape AI Cloud is the hosted side: a data pipeline, a retrieval database and a serverless runtime for the applications you ...

What is Mastra?

Mastra is a TypeScript framework for agents that call functions and act on connected systems, together with typed workflows that branch, retry and pause for a person to approve a step. Both agents and workflows are published as API endpoints or as Model Context Protocol servers. Every run emits ...

What is Agno?

Agno is a Python framework for building agents, teams of agents and multi-step workflows against models from OpenAI, Anthropic, Google and others. An agent is defined in code with its instructions, the functions it may call and the data it may read. The AgentOS runtime then serves those agents ...

What is Steel?

Steel gives an agent a cloud Chromium browser reached over a WebSocket endpoint, so existing Playwright, Puppeteer, Selenium or Chrome DevTools Protocol code runs unchanged once the local launch is swapped out. Profiles keep sign-ins between runs, sessions resume, and a person can take over ...

What is n8n?

n8n is a workflow and AI-agent orchestration platform that combines a visual, node-based canvas with the option to drop into code (JavaScript or Python) at any step. It ships 500+ pre-built integrations and can be self-hosted or run in the cloud, making it popular with technical teams who want ...

What is Semantic Kernel by Microsoft?

Semantic Kernel is a lightweight, open-source development kit designed to simplify the creation of AI agents and the integration of cutting-edge AI models into C#, Python, or Java codebases. Acting as an efficient middleware, it enables developers to rapidly build and deploy enterprise-grade AI ...

What is Langchain?

LangChain is an open-source framework for software developers and AI engineers building applications on top of large language models, covering chains, agents, retrieval pipelines, memory, and external tool integrations. It standardizes how LLM calls and components are composed, reducing the ...

What is Dify?

Dify is an open-source LLM app development platform, enabling users to orchestrate everything from simple LLM-powered agents to complex AI workflows with an RAG engine. Dify simplifies the development of generative AI solutions, making it accessible to both developers and non-technical users ...

What is Lyzr?

Lyzr is a time-saving platform that takes the complexity out of data-driven decision-making. Accessible in just one click, it gives users 1Mn+ data science models to explore and provides insights into business decisions in seconds. With its intuitive user dashboard, it's easy to manage data ...