AI Agent ToolkitAIAgentToolkit.xyz

AI Agent Frameworks

Filter:
FrameworkMemoryFocusCapabilitiesChainsEdge
A TypeScript-based framework by AI16z with ~60% market share. Features extensive multi-agent simulation capabilities, cross-platform social engagement, and a thriving community of 6,000+ GitHub stars. Leading framework for creating AI agents that handle trading, social interactions, and community management.
RAG, multi-system memorySocial media, character, and trading agentsText, voice, media interactions, image gen, Coinbase webhooks, search, NFT minting, TEE, wallet genSolana, Aptos, Flow, ICP, NEAR, Base,TON,SUI,OthersFirst-mover advantage, extensive GitHub community, robust plugin system, and broad model support
A Python-based framework (~5% market share) by Zerebro team for deploying creative AI agents on X. Built from a modularized version of the Zerebro backend, focusing on artistic outputs and social media automation.
RAG, Vector stores (Pinecone)Social media agents with trustless transactionsText, image + video gen, NFT minting, contract deployment, music gen, IP licensingSolana, Base, PolygonStrong Python ecosystem integration, specialized for creative and social media applications
A Rust-based framework (~15% market share) for building portable, modular, and high-performance Fullstack AI Agents. Specializes in enterprise-grade applications with emphasis on retrieval-augmented generation, particularly within the Solana ecosystem.
RAG, Vector store DBs (MongoDB, LanceDB)LLM-powered appsSwarm intelligence, data pipelines, report generators, knowledge crawlersSolana, BaseHigh performance, reliability, and modular design optimized for enterprise use cases
A framework with innovative Oracle and ERCData systems for enhanced external data integration and hierarchical data storage. Features multi-layered cognitive architecture focusing on pattern recognition and context awareness.
ERCData for permanent storage, Multi-layered memory systemsAI-blockchain integration, Pattern learningPattern recognition, Complex relationship mapping, Context preservation, Hierarchical data organization, Oracle Bridge integrationEthereum, BaseAdvanced data paradigm with ERCData, Oracle Bridge for real-world data integration
A Python-based lightweight framework offering decentralized AI infrastructure with compute through miners, file storage, open-source LLM APIs, and native crypto wallet integration. Focuses on cost-effectiveness and decentralization.
N/ACross-platform chatbotsText, image gen, voice processing, wallet integration, payment systemHeurist ChainFull-stack DeAI ecosystem, overhead cost reduction
The Generative Autonomous Multimodal Entities framework by Virtuals (~20% market share) designed for gaming agents. Features 200+ projects, 150K daily requests, and rapid weekly growth. Includes built-in ERC6551 wallets, knowledge graphs, memory embeddings, and reinforcement learning.
RAG, LT and Working MemoryGaming and social media agentsText, voice, gaming, wallet, live-streaming, music genSolana, Sui, TON, zkSync, OthersAPI-driven architecture, no-code integration, strong gaming/metaverse ecosystem adoption
Fully onchain autonomous AI agents built on Sui Move. Nexus enables developers to create Talus Agents - AI-powered digital assistants that live and operate directly on Talus Network with censorship resistance, transparency, and composability.
On-chain storageOn-chain AI agentsOn-chain operations, agent interactionsSuiFully on-chain agent operations
A dedicated fine-tuning framework for creating Xenobots - dynamic data agents that evolve through continuous data gathering and integration. The framework provides a robust pipeline for processing, refining, and integrating datasets to create unique conversational agents.
Dynamic data integrationData-driven agentsData gathering, model fine-tuningMultiple chains supportedContinuous learning and evolution
An open-source AgentOS framework for building production-ready multi-agent systems. Enables seamless orchestration of multiple AI agents that can collaborate autonomously or with human oversight.
Persistent memory, context managementEnterprise agent systemsMulti-agent orchestration, enterprise integration, conversation managementN/AProduction-ready agent orchestration
A framework for orchestrating role-playing autonomous AI agents. Enables collaborative task completion through agents working together, with built-in task planning, delegation, and execution capabilities.
Shared context, task historyRole-based agent collaborationMulti-agent collaboration, task planning, role-based executionN/AHuman-like agent interactions
A framework for developing applications powered by language models, featuring components for working with LLMs, prompt management, memory systems, and agent tools. Supports both Python and JavaScript.
Vector stores, conversation history, custom memory typesLLM application developmentRAG, agents, chains, memory management, prompt managementN/AExtensive integrations and community
A framework for solving AI tasks with language models through programmatic prompt optimization. Features automatic prompt improvement, structured prediction, and compiler-like optimization of LLM programs.
Optimized prompt managementLLM program optimizationPrompt optimization, structured prediction, automated reasoningN/AAutomatic prompt improvement
A toolkit for building AI-powered applications and autonomous AI agents using Python. Features include LLM workflows, vector stores, and streamlined deployment to AWS/local environments.
Vector stores, conversation memoryAI applications and autonomous agentsText, RAG, autonomous agents, workflowsN/AEasy deployment and development workflow
A framework for developing multi-agent conversations that enables autonomous and chat-based agents. Features automated task solving, human-AI collaboration, and customizable agent roles with conversational memory.
Conversational memory, context managementMulti-agent systems and task automationMulti-agent conversations, code generation, task automation, human-AI interactionN/AAdvanced agent conversation management
A framework for developing autonomous economic agents that can participate in decentralized markets and perform complex economic operations.
Multi-agent state managementDecentralized autonomous servicesMulti-agent systems, smart contract integration, machine learning operations, decentralized servicesEthereumTrust-minimized, transparent multi-agent systems with on-chain integration
A decentralized machine learning network that allows for the creation and deployment of AI models in a peer-to-peer network.
Distributed storageDecentralized ML networkDistributed ML, incentivized learningBittensor networkIncentivized machine learning
An AI agent framework focused on natural conversation and task automation with advanced memory management.
Advanced memory managementConversational agentsNatural conversation, task automationN/ANatural dialogue system
A framework for building AI agents that can interact with shell commands and system operations.
Command historySystem operation agentsShell interaction, system operationsN/AShell command integration
A library for building stateful, multi-agent applications with LangChain.
State managementAgent workflowsMulti-agent orchestrationN/AGraph-based agent coordination
A foundational framework for building autonomous, distributed agent systems in Elixir.
State managementAgent-based system developmentAutonomous agent orchestrationN/ADynamic agent capabilities and workflows
An autonomous agent framework that enables the creation and management of AI agents with various capabilities including blockchain interactions, social media management, and custom skill integration. Features multiple agent support, autonomous agent management, blockchain integration, and an extensible skill system.
Agent state managementMulti-purpose autonomous agentsSocial media management, blockchain operations, custom skills, plugin system, autonomous schedulingMultiple chains (via Coinbase Platform)Extensible skill system and multi-agent collaboration
A modular, decentralized AI framework designed to empower autonomous agents with advanced capabilities such as reinforcement learning, swarm intelligence, multi-modal processing, blockchain interaction, and democratic decision-making. Features decentralized cognitive mesh for self-organizing autonomous intelligence.
IPFS for decentralized storageDecentralized autonomous agentsSwarm intelligenceMulti-modal processingBlockchain interactionDemocratic decision-makingReinforcement learningIPFS integrationSolana, EthereumSwarm-based collaboration, consensus-driven decision-making, and self-optimization capabilities
An Artificial Intelligence Automation Platform that provides a framework for building and deploying AI agents.
N/AAI automation platformAI automation, agent orchestrationN/AFlexible automation capabilities
Framework for creating complex LLM workflows from simple JSON configurations, enabling easy orchestration of AI agents.
N/ALLM workflow automationWorkflow orchestration, JSON-based configurationN/AJSON-based workflow definition
Framework for building LLM-empowered multi-agent applications with simplified orchestration and management.
N/AMulti-agent systemsMulti-agent orchestration, application developmentN/ASimplified agent development
Reliable agent framework built on top of the latest OpenAI Assistants API, providing enhanced agent capabilities.
N/AOpenAI Assistants frameworkAgent orchestration, OpenAI Assistants integrationN/ABuilt on OpenAI Assistants API
The building blocks for building chatbots and conversational AI agents with a focus on natural language processing.
Conversation state managementConversational AI and chatbotsNatural language understanding, messaging API, conversation design, multi-channel support, SSO integrationN/ADeveloper-friendly platform with visual conversation design
Framework for designing and deploying Large Language Model applications with focus on production deployment.
N/ALLM application deploymentLLM app deployment, design toolsN/AProduction-ready deployment
NLP framework to interact with data using Transformer models and LLMs, focusing on production-ready applications.
N/ANLP and data processingNLP, data interactionN/AProduction-ready NLP
A lightweight framework for building LLM-based agents with minimal overhead and simple integration.
N/ASimple agent creationLightweight agent developmentN/AMinimal overhead
Agentic components of the Llama Stack APIs, providing tools for building AI agents with Llama models.
N/ALlama-based agentsAgent development with LlamaN/ANative Llama integration
Framework that provides a central interface to connect LLMs with external data sources and processing capabilities.
Vector storesData integrationData connection, indexingN/AStructured data handling
Framework specifically designed for Claude Opus to intelligently orchestrate subagents with advanced coordination.
N/AClaude Opus integrationSubagent orchestrationN/ASpecialized for Claude
Multi-Agent Meta Programming Framework that can generate PRD, Design, Tasks, Repo and CI from a single line requirement.
Multi-agent memory systemSoftware development automationSoftware design, PRD generation, API design, Task planning, Multi-agent collaborationN/AEnd-to-end software development pipeline with multiple specialized AI agents
Microsoft's C# SDK for integrating cutting-edge LLM technology quickly and easily into applications.
N/A.NET integrationLLM integration, .NET developmentN/ANative .NET support
Educational framework by OpenAI exploring ergonomic, lightweight multi-agent orchestration patterns.
N/AEducational multi-agent systemsMulti-agent orchestrationN/AOpenAI-backed design patterns
Framework that provides a natural language API on top of transformers, simplifying interaction with transformer models.
N/ATransformer model interactionNatural language APIN/ASimplified transformer access
Olas is an open-source framework for building autonomous, decentralized AI agents that operate off-chain and are secured and co-owned on-chain.
N/ADecentralization.Blockchain integration,multi-agent systemN/AN/A
HyperAI is a platform and framework for creating, managing, and trading with AI agents within the Hyperliquid ecosystem.
N/AAI TradingAutonomous TradingN/AN/A
Arbius is a decentralized AI framework leveraging peer-to-peer GPU networks for hosting, monetizing, and scaling AI models on the blockchain.
N/ADecentralization.N/AN/AN/A
An open-source framework for creating autonomous, self-sufficient AI agents with both on-chain and off-chain execution capabilities. Features dynamic evolution systems, cross-chain communication, and simulation environments for multi-agent scenarios.
Dynamic evolution systemSovereign AI agentsAutonomous agents, cross-chain execution, simulation environments, NFT integrationMultiple chainsERC-6220 composable NFTs, dynamic evolution system
A framework for creating AI-driven task pipelines and multi-agent teams, focusing on collaborative task execution and agent orchestration.
N/ATask automation and collaborationTask pipelines, multi-agent orchestrationN/APipeline-based task execution
A decentralized computing infrastructure that enables everyone to create, deploy, scale, and monetize their own AI agents that reflect their styles, values, knowledge, and expertise. Features web-based chatbot UI and OpenAI-compatible API.
N/ADecentralized AI agentsChatbot UI, OpenAI-compatible APIN/ADecentralized infrastructure
An AI-powered autonomous agent designed to engage in decentralized game mechanics involving cryptocurrency pools. Users try to outsmart the AI to access a prize pool, showcasing AI's evolving decision-making and adaptive learning.
Adaptive learningGaming and financeDecentralized game mechanics, human-AI interactionN/AExplores human-AI interaction and showcases autonomous agents in gaming and finance.
Automata Network is a machine attestation layer that integrates TEEs into decentralized systems. We're bringing machine verification onchain, including infrastructure running AI Agents. Beyond verifying an agent's identity and integrity, we focus on making the entire stack verifiable, including the data sources AI Agents rely on. We shared more in our recent blog post: https://blog.ata.network/verifiability-as-the-missing-piece-for-ai-agents-in-web3-504839dca893
N/ADecentralized systems and AI agentsMachine attestation, AI agent verificationN/AVerifiable infrastructure for AI agents
LibertAI's agent framework, a newly launched framework designed to be integrable with any Python libraries/tools (including but not limited to langchain ones) with seamless deployment on Aleph.im's decentralized cloud (also using open source models deployed in TEEs on the Aleph network).
N/AIntegrable agent frameworkIntegrable with Python libraries/tools, seamless deployment on decentralized cloudN/ASeamless integration and deployment on Aleph.im
An open platform to empower everyone to create, deploy, and monetize AI Agent! Backed by leading partners such as Hashkey Group and CSDN Global, AON taps into a network of 60 million Chinese developers, aiming to onboard 10 million Web3 users.
N/AEmpowering AI agentsAI agent creation, deployment, monetizationN/AAccess to a vast network of developers and AI models
Eidolon is an enterprise-grade open-source framework designed to help developers build and deploy AI agent applications. It focuses on creating AI agents that are easy to define and deploy, with a focus on scalability and security through Kubernetes. Eidolon also provides tools to integrate agents into applications via REST API, WebUI, and CLI. It is ideal for building multi-agent systems and offers flexibility with pluggable frameworks and customizable features.
N/AN/AN/AN/AN/A
An open-source framework designed for integrating AI agents with various apps, both Web2 and Web3, and it supports function calling. It allows seamless integration of AI agents with tools like Solana Wallet, Twitter, and Superteam Earn, and offers features like agent authentication and support for multiple frameworks such as Langchain and Vercel AI.
N/AAI agent integrationIntegration with Web2 and Web3 apps, function calling, agent authenticationN/ASeamless integration with various tools and frameworks
TapeAgents is a framework designed to streamline the development and optimization of Large Language Model (LLM) agents. It utilizes a structured, replayable log (referred to as a 'tape') to record each step of an agent's session, enabling session persistence and facilitating debugging.
Tape-based session loggingLLM agent development and optimizationAgent development, session persistence, debuggingN/AStructured logging for enhanced debugging and session management
A Python-based (with some ClickOps) suite of tools by EmpyrealSDK for integrating AI agents with blockchain interactions. It provides a simple interface for AI agents to execute onchain actions through smart contract calls, fetch and analyze blockchain data to inform decision making, monitor real-time blockchain activity and market conditions, interact with popular AI models like OpenAI and Anthropic, and create autonomous agents that combine data analysis with onchain execution.
RAG, data lakeHighly specialized onchain agents, social media personas, DeFi native (DeFAI), liquidity management, agent platforms, small and large teamsText, native blockchain integration, Simulacrum commands, external APIsEVM first, advanced protocol integrations, Base (settlement layer), Ethereum, Arbitrum, Solana (partial support)Low-code, scalability, DeFi-native (DeFAI), native wallets thanks to Simulacrum account abstraction
An AI development platform that blends philosophical and technical principles to create reflective, evolving AI agents. It allows developers to define AI characters, integrate external tools, and build dynamic activities that can evolve based on the agent's memory and experience. The framework is designed to be modular, enabling new capabilities to be added or disabled as needed. While still under active development, it aims to offer a meaningful approach to autonomous AI creation.
Dynamic memory managementReflective and evolving AI agentsCharacter definition, external tool integration, dynamic activity buildingN/AModular design for adding or disabling capabilities
Saios provides an AI agent framework, designed to help build, manage, and deploy AI agents. It offers capabilities for integrating and scaling AI-driven systems, focusing on creating a structured environment for agent development. This platform supports various AI workflows, making it more of a framework rather than just a simple tool.
N/AAI agent development and managementIntegration and scaling of AI-driven systems, structured environment for agent developmentN/ASupports various AI workflows
The ultimate hub for verifiable AI inference and AI agents, with real-time performance metrics and Proof of Inference for unparalleled transparency. Be rewarded for your creations, performance and feedbacks. Our platform uniquely aggregates multiple AI models and agents, and proposes the most optimal solution post-inference for every user's needs. This process is underpinned by rigorous validation (heavy technical and human eval) to ensure the highest standards of security and privacy.
N/AVerifiable AI inference and AI agentsAI inference, performance metrics, Proof of InferenceEth, BaseRigorous validation for security and privacy
QuantaLogic is an innovative AI agent platform that can handle complex, multi-step tasks through natural language commands. One of its most powerful features is the ability to generate comprehensive content from simple prompts.
N/AContent generation and task automationAutomated tutorial generation, content creation, documentation, educationN/AGenerates complete, well-structured content from simple prompts
Dify.ai is an open-source LLM application development platform that integrates Backend-as-a-Service (BaaS) and LLMOps. It provides a comprehensive suite of tools for both developers and non-technical users to streamline the creation and operation of AI-powered applications.
N/AAI application developmentLLM support, prompt IDE, RAG engine, AI workflow orchestration, LLM agent framework, continuous operationsN/AComprehensive tools for AI-powered applications
The Matrix One protocol consists of a modular suite of tools, SDKs and APIs to enable developers to create interactive 3D AI companions out of the box. The protocol currently encompasses four larger groups of modules designed to streamline the creation, distribution, and utilization of AI agents.
N/A3D AI companion developmentInteractive 3D AI companionsN/AModular suite for AI agent creation
Cel.ai is a Python framework designed to build omnichannel virtual assistants. It supports integrations with platforms like WhatsApp, Telegram, and VAPI, offering tools for rapid development, custom connectors, middlewares, and extensibility. It's asynchronous, scalable, and open-source, making it suitable for developers looking to create AI assistants across various messaging channels with minimal setup.
N/AOmnichannel virtual assistantsOmnichannel support, rapid development, extensibilityN/AAsynchronous, scalable, open-source
OpenServ AI is a platform focused on open and customizable AI solutions for various applications. It provides tools and infrastructure to build, deploy, and manage AI-driven services effectively.
N/AOpen and modular AI servicesCustomizable AI solutions, service deployment, developer toolsN/AFlexible environment for creating AI applications tailored to specific use cases.
A comprehensive AI agent framework that allows users to build, customize, and deploy AI agents. Key highlights include document-based training, integrations and plugins, model flexibility, developer and admin tools, advanced conversational capabilities, and easy deployment.
Document-based memory managementAI agent development and deploymentDocument training, API integrations, plugin ecosystem, advanced conversation featuresN/AFully containerized deployment using Docker
Enso is a platform designed to streamline the process of building and launching on-chain applications. It maps every on-chain interaction to a shared engine, eliminating the need for manual blockchain or smart contract integrations.
N/AOn-chain application developmentIntegration with over 180 DeFi protocolsN/AStreamlined on-chain interactions