Multi Agent Cooperation

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.

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.

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.

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.

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.

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

Agents‑Flex is a lightweight Java framework that builds AI agents with Model Context Protocol support, reusable AI skills, Text2SQL, and integrated RAG, vector, prompt, and memory modules, enabling LLM and local Ollama deployment via HTTP, SSE, WebSocket.

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.

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.

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.

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

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

paperclip is an open-source, self-hosted AI orchestration platform for creating and managing autonomous companies and agent teams—providing role-based hiring, goal-driven task delegation, budgeting, audit trails, multi-tenant deployment, extensible LLM integrations, and monitoring dashboards.

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.

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.

Agent.ai is a platform that connects users with a marketplace of over 1,261 AI agents for hiring and task automation. It enables company research, customer profiling, and agent discovery through search and filtering.

Botco.ai delivers a generative AI platform with domain‑specific chatbot agents for healthcare, pharma, behavioral health, and government. Using Retrieval‑Augmented Generation, it integrates into CRM, CMS, EHRs, and scheduling, delivering HIPAA‑compliant real‑time insights and reducing manual effort.

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.

Apply, Co. builds custom AI agents paired with human experts to automate industry workflows—patient triage, fraud detection, contract review, product recommendation—offering 24/7 scalability, zero‑error design, and seamless integration with cloud, database, and API services.

OneContact unifies voice, chat, WhatsApp, and social media into a single contact‑center interface, offering real‑time agent assistance, bot automation, sentiment analysis, quality monitoring, workforce optimization, and CRM integration for global scalability.

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.

i10X.ai is a marketplace offering 500+ specialized AI agents and tools for tasks like business strategy, content creation, and visual processing. It supports GPT-4o and Claude 3.7, handling text and image inputs for marketing, SEO, and productivity automation.

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.

Coher is an AI tool that automates customer support, resolves up to 60% of tickets, provides personalized answers, and optimizes customer flow.

Kore.ai Agent Platform delivers customizable AI agents for banking, healthcare, retail, and other industries. It includes multi‑agent orchestration, engineering tools, extensive data connectors, no‑code/pro‑code development, real‑time observability, secure governance, and deployable on AWS, Azure, o

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.

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.

Zooclaw provides role-ready AI specialist teams with built-in workflows, tools, and context for tasks; intelligent routing to top models, persistent sessions, multi-channel interaction, and secure isolated execution to automate workflows and produce end-to-end outputs.

OnDemand AI Agents is a decentralized OS that lets users build, deploy, and scale AI agents without a dev team. It offers a no‑code workflow builder, an agent marketplace, secure model integration, an AI playground for testing, and enterprise‑grade security.

AutobotAI automates security alert investigation with autonomous agents governed by code‑defined policies, offering audit trails, reasoning logs, and a unified dashboard that integrates over 500 tools. It auto‑generates compliance reports, reducing analyst workload and boosting Tier‑1 resolution.

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.

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

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.

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.

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.

Teammates.ai is a platform offering autonomous AI teammates that manage business functions with 24/7 human-like interactions in 50+ languages. It handles customer inquiries, qualifies leads, and integrates with CRM systems for real-time, context-aware responses and automated updates.

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.

DataRobot is an enterprise agent workforce platform for building, deploying, and governing production-grade AI agents across on-prem, hybrid, and cross-cloud environments, offering blueprints, integrations, compute orchestration, observability, security controls, and governance tooling.

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.

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.

Agentz automates real‑time customer engagement across voice, SMS, web, and social channels. Its drag‑and‑drop flow builder and self‑learning responses handle missed calls, webforms, and inquiries without coding, and it integrates with existing databases and systems.

Cognigy.AI delivers AI‑powered agents for voice, chat, and messaging that automate customer interactions across multiple contact‑center platforms. Real‑time translation, 99 % routing accuracy, up to 70 % handle‑time reduction, and AI Ops management streamline operations.

Bloome is a platform that coordinates AI agents and human teams across product development, content creation, sales, and operations, enabling end-to-end workflow automation with shared memory and governance. It integrates multiple AI models (Claude, GPT, Gemini, etc.) for research, coding, QA, and r

11 ai is a voice assistant using ElevenLabs Agents that enables voice-driven task management, customer research, ticket updates, and team messaging via integrations with Perplexity, Linear, and Slack, supporting private MCP servers and fast voice cloning across 5,000+ voices.

Agent Arena is an AI agent competition platform for developers and researchers hosting live head-to-head and time-limited campaigns where agents are submitted, tested and benchmarked with public leaderboards, integrated LLM/framework support, varied game formats and reproducible match logs.

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.

BotsCrew delivers end‑to‑end conversational AI agents built on GPT‑4o, Llama 3, or RAG. Users choose pre‑built or custom agents, proceed through discovery, rapid prototyping, and deployment, with real‑time UI, unlimited integrations, and compliance support to automate queries and reduce support cost

Verdent AI is a development environment for agentic coding that enables parallel execution of multiple agents in isolated workspaces. It streamlines workflow with context-switching, built-in clarification tools, and VS Code integration for faster, production-ready feature delivery.