Best AI Agent Frameworks in 2026

agent · self-hosted · framework

China's first OpenClaw agent product with security mode as its core design principle

llm · optimization · rag

LLM application framework with auto-optimization — auto-tune prompts and RAG pipelines like PyTorch

framework · multi-agent · autogen-fork

Community-driven fork of AutoGen (formerly AutoGen 0.4+). Faster releases, production-focused multi-agent framework.

multi-agent · framework · open-source

Framework for building collaborative AI agent teams — orchestrate specialized agents as an agency

memory · redis · agent

Redis-based long-term memory server for AI agents — semantic search over conversation history

framework · open-source · autonomous

Organic, self-developing AI agent framework that builds its own tools and memory as it works. Minimalistic, fully transparent, and customizable for any task.

agent · framework

Virtual credit card for AI agents

framework · open-source · human-in-the-loop

Open-source framework for building production-grade agentic applications with support for human-in-the-loop workflows and stateful agents.

multi-agent · nvidia · open-source

NVIDIA's open-source library for composing, evaluating, and optimizing multi-agent AI workflows at scale.

scraping · agent · automation

AI-native web scraping and automation — use natural language queries to extract data from any website

framework · open-source · multi-agent

Alibaba's multi-agent programming framework with fault-tolerance, distributed execution, and easy-to-use pipeline API.

scaffolding · cli · open-source

CLI scaffolding tool for quickly bootstrapping production-ready AI agent projects.

simulation · pytorch · research

Large-scale agent-based simulation framework built on PyTorch. Enables differentiable simulations with millions of agents for policy and scientific research.

framework · multimodal · multi-agent

High-performance multimodal agent runtime. Build agents that reason across text, images, audio, and video with a unified API.

framework · multimodal · agent

Lightweight, developer-first framework for building multimodal AI agents with memory, knowledge, and tools. Model-agnostic and optimized for production.

open-source · autonomous · multi-agent

Open-source fully autonomous AI agent that can perform complex tasks using code execution and web browsing.

coding · agent · sourcegraph

AI coding agent by Sourcegraph. Combines deep code-graph understanding with autonomous task execution. Reads large monorepos, writes multi-file changes, and runs tests end-to-end.

framework · anthropic · claude

Anthropic's official Python SDK for building Claude-powered agents with tool use and streaming.

cloud · agent · framework

iFlytek's cloud OpenClaw deployment — one-click setup, always online

framework · python · modular

Lightweight, composable Python framework for building AI agents. Built around atomic, single-responsibility components with Instructor for structured outputs. Designed for testability and predictability over magic.

coding · agent · large-codebase

AI coding agent for large codebases (400K+ files). 70.6% SWE-bench score. Deep codebase understanding via proprietary indexing, VS Code and JetBrains extensions, and autonomous agent mode.

framework · multi-agent · microsoft

Microsoft redesigned async-first multi-agent framework with actor model and new event-driven APIs

no-code · multi-agent · autogen

Visual no-code interface for building multi-agent workflows with AutoGen — by Microsoft

chinese · framework

The most comprehensive Chinese-language OpenClaw tutorial from scratch

framework · ibm · typescript

IBM's open-source framework for building, deploying, and serving powerful agentic workflows at scale in TypeScript and Python.

agent · developer · framework

Crypto exchange with spot, futures, copy trading — supports 700+ coins.

browser · automation · agent

Headless browser infrastructure for AI agents — reliable, scalable cloud browser sessions

framework · state-machine · telemetry

State-machine based agent/application framework with built-in telemetry by DAGWorks

multi-agent · role-playing · open-source

Communicative Agents for Mind Exploration — open-source multi-agent framework for role-playing AI societies

framework

Isolated runtime on CT Cloud's intelligent computing platform — protects user data security

open-source · chinese · framework

Real OpenClaw use case collection for Chinese users

framework · anthropic · sdk

Anthropic's official SDK for building agents with Claude. Provides tool use, multi-step reasoning, and computer use capabilities.

ai · agent

AI Agent resource navigation hub

agent · framework

First unified credential system for agents — one key for credit card, email, and phone

ai · framework

Official OpenClaw Skills registration center

agent · framework

The first AI agent university — send your Agent to school

framework

Monitoring dashboard for OpenClaw — real-time visualization of agent behavior and costs

agent · framework

Faster and safer AI Agent Skills store

coding · agent · github

AI coding agent infrastructure for autonomous software engineering. Builds agent orchestration layers, GitHub-native workflows, and enterprise coding automation pipelines.

memory · knowledge-graph · agent

Memory and knowledge graph framework for AI agents — builds structured memory from any data

open-source · self-hosted · framework

Security-first, local-first control center for OpenClaw

framework · python · agent

Python framework for building agentic pipelines with fine-grained control flow

cloud · agent · self-hosted

Alibaba Cloud's collaborative AI agent workbench — local/cloud dual deploy, native CN platform support

multi-agent · role-playing · orchestration

Framework for orchestrating role-playing, autonomous AI agents

sandbox · cloud · coding

Secure sandboxed environments for AI coding agents — instant dev containers with full tool access

agent · api · framework

DeepSeek-V3.2 with enhanced Agent capabilities, integrated reasoning, available on web, app, and API

framework · research-agent · bytedance

ByteDance's open-source deep research framework. Combines web search, code execution, and report generation for autonomous research tasks.

framework

Real-time technical exchange and Q&A on the official OpenClaw Discord server

chatbot · automation · self-hosted

One-click OpenClaw gateway, visual skill config, multi-platform chat integration, and automation

framework · typescript · open-source

TypeScript multi-agent framework powering AI16Z's autonomous agents; supports plugins, memory, and multi-platform deployment.

framework

Lists publicly accessible active OpenClaw instances to remind users to enable authentication

mcp · framework · python

Pythonic framework for building MCP servers quickly with minimal boilerplate using decorators.

api · framework

OpenClaw quick-start guide covering core concepts, use cases, and first deployment

cloud · framework

Simple and easy OpenClaw cloud deployment tutorial — complete in one minute

cloud · framework

Full OpenClaw capabilities on Feishu — unique personality, long-term memory, built-in Feishu plugins

evaluation · benchmark · agent

A benchmark for General AI Assistants, testing real-world tasks requiring tool use and multi-step reasoning.

framework · google · nodejs

Google's open-source AI app framework — build, deploy, and monitor AI flows in Node.js or Go

google · sdk · open-source

Google's Agent Development Kit — open-source framework for building, testing and deploying AI agents

memory · knowledge-graph · agent

Temporal knowledge graph for AI agents — builds dynamic memory graphs from conversations

evaluation · testing · voice-ai

Automated testing platform for voice AI agents and LLM pipelines with simulated user scenarios.

cloud · ai · agent

Cloud-native Agent computer designed for everyone

rag · pipeline · framework

Open-source LLM app framework by deepset. Pipeline abstraction, modular RAG, and agent building for production use.

agent · framework

Open-source autonomous AI agent with a built-in self-learning loop — the longer it runs, the more capable it becomes.

ai · agent · framework

Team collaboration upgrade of OpenClaw with Manager Agent architecture for multi-agent coordination

cloud · framework

Host OpenClaw on Huawei Cloud Flexus L-series server instances

automation · open-source · agent

Open-source system for building agents that monitor the web, automate tasks, and react to events

cloud · framework

Deploy OpenClaw on JD Cloud and get a free gift

framework · cloud · stateful

Cloud-native platform for building persistent, stateful AI agents with built-in memory and long-running task orchestration.

coding · agent · github

Google's asynchronous AI coding agent for GitHub. Handles multi-file code changes, runs tests, and creates pull requests autonomously. Powered by Gemini 2.5 Pro.

agent · framework

Alibaba Cloud's multi-agent collaboration platform — no deployment, no configuration needed

ai · developer · framework

Managed OpenClaw service for developers and teams

framework · llm · rag

Building applications with LLMs through composability

java · langchain · open-source

LangChain for Java — build AI-powered applications with LLMs and agents in the Java ecosystem.

langchain · graph · stateful

Graph-based framework for building stateful, multi-actor LLM applications and agents by LangChain

multi-agent · actor-model · python

Multi-agent framework inspired by Actor model; agents as LLM-powered task-machines

agent · framework

LinkFox Agent helps you deploy OpenClaw in one click for intelligent conversations anywhere

search · api · realtime

Real-time web search API for AI agents. Returns structured, clean content from the live web without scraping complexity.

voice-agent · real-time · multimodal

Framework for building real-time voice and multimodal AI agents using LiveKit

framework · meta · open-source

Meta's open-source stack for building AI agent applications with Llama models. Standardizes inference, safety, and agentic APIs.

agent · framework

Allows your Agent to pay any expenses — secure with human oversight and audit

ai-agents · enterprise · framework

Enterprise AI agent platform with privacy-first design — build production agents with built-in safety.

multi-agent · framework · microsoft

Microsoft's multi-agent system for complex agentic tasks. Built on AutoGen, orchestrates specialized sub-agents for web browsing, file handling, and coding.

framework

Beginner-friendly OpenClaw usage guide for all audiences from scratch

evaluation · testing · llm

AI quality platform for testing and evaluating LLM and agent applications before production.

memory · agent · context

LLM OS with virtual context management — gives agents unlimited long-term memory via paging

memory · agent · long-term

Operating system for AI memory — multi-tier memory management for long-running agents

multi-agent · software-engineering · open-source

Multi-agent framework assigning different roles to GPTs to collaboratively solve complex software tasks

open-source · framework

Build, test, and interact with MetaMask and the Ethereum ecosystem

framework · multi-agent · microsoft

Unified enterprise multi-agent framework by Microsoft, successor to AutoGen and Semantic Kernel, providing a robust standard for event-driven orchestration in Python and .NET.

agent · model · framework

MiniMax self-developed multimodal LLMs with strong coding, agent capabilities, and ultra-long context

cloud · agent · framework

Where AI agents learn new skills. Explore, install and use powerful capabilities from developers and the community.

agent · model

MiniMax's most powerful coding and AI agent model subscription plan

framework · python · type-safe

Type-safe Python library for building LLM applications. Decorator-based API for calling LLMs, extracting structured data, and building tools. Works with OpenAI, Anthropic, Gemini, Mistral, and more.

framework · mistral · api

Mistral's native agentic API for building stateful, multi-turn agent workflows with tool support.

decentralized · web3 · agent

Decentralized AI agent network enabling peer-to-peer AI compute and smart agent deployment.

multi-agent · open-source · async

Flexible multi-agent orchestration framework for building complex AI agent workflows with any LLM.

open-source · chatbot · framework

One-click installable open-source OpenClaw desktop client supporting all major chat platforms

openai · sdk · multi-agent

OpenAI's official Python SDK for building multi-agent systems with handoffs, tools, and guardrails

framework · openai · multi-agent

OpenAI's experimental lightweight multi-agent orchestration framework. Core primitives: Agents and Handoffs. Educational reference implementation for building multi-agent systems. Predecessor to the OpenAI Agents SDK.

agents · framework · open-source

Open-source AI agent framework that connects to everything

framework

Continuously updated OpenClaw knowledge base written from hands-on experience.

framework

Community-driven hub for discovering, submitting, and managing OpenClaw skills and plugins

framework

Comprehensive guide covering everything you need to know to get started with OpenClaw

benchmark · eval · computer-use

Benchmark for computer-use agents — evaluates agents on real OS-level tasks across apps

automation · agent · developer

LLM leaderboard evaluating real-world Agent automation task performance to help developers choose models

voice · open-source · realtime

Open-source framework for building real-time multimodal AI voice agents

coding · agent · cli

AI coding agent for large, complex tasks — breaks big projects into steps and executes reliably

multi-agent · open-source · crewai

Low-code multi-agent AI framework built on top of CrewAI and AutoGen for easy agentic workflow creation.

python · type-safe · agent

Agent framework by the Pydantic team. Type-safe, native dependency injection, seamless Pydantic ecosystem integration.

ai · agent · model

Multiple top closed-source and open-source LLMs compatible with OpenAI and Anthropic APIs

framework

Reddit 上OpenClaw讨论板块

agent · autonomous · web

Browser-based autonomous AI agent platform. Assemble, configure, and deploy AI agents to accomplish any goal.

coding · vscode · agent

Agentic VS Code coding extension (fork of Cline). Multi-mode AI coding with Architect, Code, Ask, and Debug modes. BYOK model-agnostic. Custom modes and MCP tool integration.

computer-use · automation · desktop

Autonomous computer-use agent that directly interacts with desktop operating systems. Moves the cursor, clicks, and types across Windows, macOS, and Linux with persistent memory.

browser · cloud · computer-use

Cloud computer-use infrastructure for AI agents. Rent remote desktop environments for agents to browse, click and interact.

agent · framework

Agent evolution ecosystem for OpenClaw — community sharing for Agents to learn from each other

search · api · google

Google Search API for developers — structured search results for AI apps and agents

framework

Tencent Cloud's China-optimized Skills community based on OpenClaw official open-source ecosystem

framework

Credit-based universal payment system for OpenClaw

framework · code-agent · huggingface

Hugging Face's minimalist, type-safe library for building lightweight AI agents that write and run Python code under the hood. Simple, fast, and transparent.

framework · java · enterprise

Spring's official AI framework for Java developers. Integrates LLMs, vector stores, and agents into Spring Boot applications.

agent · self-hosted · framework

StepFun's proactive desktop agent that supports parallel multi-task processing.

agent · framework · open-source

Open-source framework for building, deploying and managing AI agents with APIs, memory and tool use.

coding · github · agent

AI GitHub assistant that turns issues into pull requests automatically

agent · self-hosted · framework

Local AI browser — reference pages, screenshots, and files in conversation; Agent auto-executes tasks

framework · open-source · self-hosted

Open-source platform for building and deploying LLM-based AI agents with model management, tool integration, and retrieval.

search · api · agent

Search API built for AI agents — fast, accurate web search with structured results

cloud · framework

Tencent Cloud lightweight server — keep OpenClaw always online, stable and secure

agent · autonomous · planning

Autonomous LLM-powered agent for complex task solving with tool use and planning

agent · self-hosted · integration

OpenClaw integration giving Agents web scraping, URL discovery, site crawling, and search capabilities

ai · agent · framework

Pure Agent (OpenClaw) community — humans can watch but not speak

cloud · ai · agent

One-click OpenClaw deployment powered by Xiaomi's latest MiMo large model

agent · api · framework

Quality AI Agent skill sharing and evaluation platform