Multi Agent Simulation

OpenAgents is an open-source framework for building and operating scalable, interoperable AI agent networks. It provides tools to launch, connect, and orchestrate agents with live monitoring, enabling collaborative applications and workflows.

Simulation-driven platform that evaluates and monitors AI agents across modalities with realistic multi-turn scenarios, CI/CD-integrated automated tests, configurable safety/policy guardrails, and analytics for failures, hallucinations, and performance to ensure production readiness.

Janus is an end-to-end simulation engine for evaluating AI agents, automating benchmark generation and creating diverse simulation environments. It enhances agent performance through continuous validation, hallucination detection, and personalized dataset evaluations.

TradingAgents is a multi-agent LLM framework that orchestrates specialized AI agents for algorithmic trading research and development. It enables backtesting, model comparison across top LLMs, and structured decision logging for quantitative trading workflows.

Agency Swarm is an AI-powered framework that enables users to create and manage collaborative agents with specialized roles. It offers customizable agent functions, efficient communication flows, and state management, making it ideal for automating workflows and AI-driven decision-making.

Swarm is an experimental framework by OpenAI for orchestrating multiple AI agents in a modular, scalable manner. It enables dynamic task handoffs, function execution, and context management, making it ideal for complex, multi-agent workflows like customer support and automation.

AgentX is a multi-agent AI platform for building, training, and deploying conversational agents using a no-code visual builder or developer tools, supporting multiple LLMs, RAG knowledge connectors, omnichannel deployment, integrations, analytics, voice, and on-premise options.

Siml.ai is a web-based platform for AI-driven physics simulations, enabling engineers and researchers to create, optimize, and visualize models in real time, significantly reducing computation times while managing cloud HPC infrastructure efficiently.

Aampe is an agentic infrastructure for real-time personalization, assigning a dedicated AI agent to each user to run parallel experiments and adapt messaging individually. It enables automated testing and causal simulation to optimize engagement across integrated marketing channels without manual mo

SuperAGI is an open-source autonomous AI framework for building and managing efficient and reliable autonomous agents that learn and improve over time.

CrewAI is an advanced open source AI agent framework that simplifies creation of complex automations using pre-built models and agents, or custom development with open source tools. Engaged community for sharing and support.

mirofish is a swarm-intelligence prediction engine that extracts seed inputs (news, policies, financial signals) to run large-scale multi-agent simulations with thousands of agents, producing detailed forecasts, interactive scenario environments, and queryable results for decision support and hypoth

Autogen is an advanced AI tool for building AI agents large language model applications, offering a multi-agent conversation framework and optimized API for improved performance and cost reduction.

AI Agent is a web app that allows users to create customized AI agents to perform specific tasks and achieve goals.

MuleRun is an AI agent marketplace that lets users find, customize, schedule and run agents for content creation, image generation, e-commerce, workflow automation, investment research and gaming, with one-click execution and creator publishing tools.

SmallVill is a virtual environment that simulates interactions among multiple AI agents—including historical figures—within a modern village. It supports autonomous behavior research, offers case studies, and lets users mint and trade agent tokens on OpenSea.

SmolAgent is an opensource AI agent framework that simplifies creation of complex automations using pre-built llm models and agents, or custom development with open source tools.

GenWorlds is an event‑driven framework for building scalable multi‑agent systems in generative AI worlds, supporting custom agents, objects, goals, memory imports, cognitive models (Tree of Thoughts, Chain of Thoughts, AutoGPT), WebSocket interfaces, and integration with Qdrant and LangChain.

Multimodal AI workspace integrating ChatGPT, Claude, Gemini, Grok and Husky to create and edit text, images, audio, and video, compare multiple models, build custom agents with memory, index web/Telegram for enhanced search, and support team workflows.

Agent One is a no‑code platform that lets businesses build white‑labeled AI assistants on custom domains. It supports OpenAI, Claude, and Gemini, offers one‑click deployment, real‑time data fetching, API integration, and multilingual analytics.

SmythOS is an open‑source Agent Operating System that manages the AI agent lifecycle—from design to production—via visual studio, SDK, CLI, and secure sandboxed runtime. It supports multi‑platform deployment, orchestration, and enterprise‑grade security.

Spine Swarm is a browser‑based platform that orchestrates multiple AI agents to execute complex tasks in parallel, delivering reports, code, dashboards or visuals without coding. It supports 300+ models and offers a no‑setup experience for non‑technical users.

OneSky Localization Agent (OLA) is an AI-driven multi-agent platform that leverages multiple large language models (LLMs) to deliver contextually accurate translations for web, apps, and digital content. It simulates human roles—translators, reviewers, and editors—while enabling real-time monitoring

Manus is a next-generation AI agent that autonomously transforms thoughts into actions, executing complex tasks independently for both personal and professional use, enhancing productivity through multi-modal capabilities.

ZenMux offers a unified API and single account gateway for multimodal AI models (text, image, audio, video), with OpenAI/Anthropic/Vertex compatibility, model auto‑routing, automated failure compensation and benchmarks, plus enterprise failover, tracing, and observability.

AgentWorks™ facilitates the development and deployment of AI agents within enterprises, offering interoperability, one-click fine-tuning, compliance validation, performance evaluation, multi-agent workflow orchestration, and a secure infrastructure for various deployment environments.

Coval lets teams test, monitor, and manage conversational AI agents by simulating thousands of realistic interactions, tracking metrics such as latency and intent accuracy, sending real‑time alerts, and supporting role‑specific workflows—all under SOC2, HIPAA, and GDPR compliance.

BotLab lets developers evaluate AI bots without source code by simulating game clients, testing reliability, performance, and safety in seconds. It supports many games, aiding studios, researchers, and moderators to reduce deployment risk.

Agentic AI Platform offers autonomous multicloud cost optimization by analyzing usage patterns to minimize cloud expenditures. It automates resource allocation and workload optimization, improving cost visibility and enabling data-driven decisions for efficient cloud management.

Meta AI Demos is a catalog of experimental models and interactive technical demos from Meta Research, enabling developers and researchers to test image/video segmentation and tracking, audio/video generation, embodied agent and 3D localization models, prototype integrations, and evaluate outputs.

Sup AI is a multi-model orchestration platform that intelligently routes queries to the best frontier models for task-specific results. It ensures verifiable accuracy by scoring outputs in real-time, automatically retrying low-confidence responses and linking claims to citable sources.

Agno is an agent framework and runtime for building and running multi-agent systems, offering SDK and control plane for agents, memory/knowledge management, tool integrations, scalable cloud deployment, and security features like RBAC and request isolation.

Emergence AI is a platform for enterprises to create and manage intelligent agents, streamlining workflows by automating tasks, analyzing data, and addressing operational challenges across various industries, enhancing reliability and decision-making.

Maxclaw is a cloud-hosted AI agent built on minimax m2.5, offering one‑click deployment, persistent long‑term memory (200k+ tokens), persona customization, messaging integrations (Telegram/Discord/Slack), and tooling for browsing, code execution, file analysis and automation.

Mursion offers an AI‑driven simulation platform for risk‑free practice in leadership, customer service, sales, and healthcare. It delivers realistic scenarios with live coaching, real‑time feedback, analytics, and secure enterprise integration to improve skill retention.

MiniMax is an AI platform providing text, speech, video and music models for developers and creators — supporting agentic text workflows, real-time speech synthesis and voice cloning, emotion-aware video rendering, and precise vocal/instrument music generation via APIs and SDKs.

MultipleChat integrates ChatGPT, Claude, Gemini, Grok, and Perplexity into a single prompt, displaying each model’s output side‑by‑side. It auto‑debates, flags conflicts, provides source references, and supports document, slide, spreadsheet, and image generation with humanized style learning.

XenonStack offers a unified reasoning foundation for autonomous AI agents in operations, finance, security, and supply‑chain workflows. It supports private, edge, and multi‑cloud environments with policy‑driven governance, real‑time analytics, and seamless integration with Snowflake, Databricks, and

Agentmark is an AI tool for marketing agencies that automates ad campaign management across platforms, reduces human errors, provides QA checklists, and enables real-time budget adjustments, enhancing operational efficiency and campaign effectiveness.

HumanLayer is an open-source IDE and orchestration layer for AI coding agents, managing parallel Claude Code sessions, multiclaude workflows, worktrees and remote workers, with context-engineering tools, session replay, workflow templates and GitHub-integrated code-review automation.

AI Tutor consolidates 200+ models into a single interface, enabling instant switching across text, image, audio, and video. It offers coding support, document analysis, app building, research tools, chatbot creation, and Beam for side‑by‑side model comparison.

Nunu.ai excels in developing sophisticated AI game agents for immersive gaming. Equipped with vision-based technology and comprehensive reporting, it enhances QA processes, providing insights into AI decision-making for game developers.

Google Antigravity is an IDE for developers featuring tab autocompletion, natural language code commands, and configurable agents that monitor tasks. It offers cross-surface synchronization and a unified mission control view for managing multiple agents.

TeamSmart.ai deploys autonomous AI agents that automate complex business workflows, learning from interactions and making independent decisions. Native integration with popular tools ensures seamless data flow, while real‑time dashboards monitor performance and bank‑level encryption protects sensiti

Alli is an enterprise AI platform that automates workflows by converting proprietary data into actionable insights. It uses Retrieval Augmented Generation, natural‑language queries, real‑time feedback, and a no‑code agent builder for secure, customizable AI solutions across finance, manufacturing, a

Forethought automates ticket routing, classification, and resolution across chat, email, voice, and Slack. It learns from past tickets, gives real‑time agent insights, and can resolve many inquiries, reducing response time and workload.

multica is an open-source platform for managing mixed human and AI agent teams, assigning and tracking tasks with real-time progress streaming, unified activity feeds, reusable agent skills, runtime management, CLI/API integrations, and self-hosted deployment.

Aomni trains AI agents on company data to produce reports and outreach messages. It aggregates contacts from 20+ sources for decision‑maker profiles and emails or LinkedIn messages, integrating with CRMs to cut research time and improve reply and close rates.

NOF1 is an AI trading platform linking multiple LLMs to live market execution, model chat logs and a public leaderboard, enabling transparent benchmarking, real‑time P&L, chain‑of‑thought review, strategy-mode analytics and time-series performance charts.

ChatBotKit is an AI agent platform enabling developers to create, test, and deploy autonomous agents for apps, websites, and messaging services. It supports multiple AI providers, offers memory, custom tools, and enterprise compliance features.