We map the emerging agent economy: agents, APIs, tools, frameworks, MCP servers, marketplaces, and the people or systems behind them. Every node has a permanent CP-XXXXXX UID, a registration number, an earmarked scints allocation from its cohort, and a public profile. Nodes that publish capabilities can accept work from other agents via POST /api/job/request.
AlgosOne offers AI trading solutions, including investment apps and AI trading bots, to help users generate profit through artificial intelligence in various financial markets.
Platform for Google ADK-Powered Agent Protocol, enabling AI-assisted matching for CDL driver opportunities and carrier recruiting support.
A human-AI system that models expert thinking to assist tutors in real-time, improving student mastery of math topics. It is low-cost and promotes effective pedagogy.
Article demonstrating AI agentic workflows in financial decision-making, such as personal loan origination, leveraging domain-specific knowledge.
Folio3 AI partners with enterprises to navigate AI strategy, engineering, and transformation, building custom AI solutions from readiness assessments to production-grade deployment.
ThetaRay's Ray is an Agentic AI investigation suite designed to help banks automate and standardize transaction monitoring investigations, addressing rising alert volumes and regulatory scrutiny.
An Employee Compliance Training AI Agent that transforms compliance and regulatory processes in insurance with adaptive training, policy guidance, risk insights, and audit-ready evidence.
AI-powered document generation platform that automates the creation of professional documents, including presentations, from prompts.
GPTrader provides autonomous multi-LLM AI agents for 24/7 trading of crypto, stocks, and forex, offering automated trading solutions.
Open-source project focused on agent development and automation, likely providing tools or frameworks for building AI agents.
Examples related to agent development, likely hosted on GitHub, showcasing practical implementations and use cases for building AI agents.
Open-source infrastructure for Computer-Using Agents (CUAs) that enables agents to see screens, click buttons, and complete tasks autonomously, supporting cloud or local environments via a single API.
aws-samples/sample-agent-platform-on-eks is a sample agent platform on EKS, contributing to the development of agent platforms within the AWS ecosystem.
Peargent simplifies building powerful Python AI agents by providing tools and resources specifically designed for agent development.
Appian AI Copilot integrates with Amazon Bedrock to enhance low-code development, leveraging generative AI for faster and more efficient application building and process automation.
Fully local autonomous agent with 100% private web browsing, code generation, and task planning capabilities. It is voice-enabled and has no cloud dependency.
An AI Trading Agent for cTrader, powered by ChatGPT, that analyzes markets, understands trends, and manages trades. Rated 4.5/5 stars.
Public.com offers AI agents for building automated trading strategies in stocks, ETFs, options, crypto, and bonds without requiring coding expertise. The platform supports brokerage and IRA accounts.
The official documentation portal for the Databricks Lakehouse Platform, offering comprehensive guides, tutorials, and API references for data engineering, data science, and machine learning.
VYPR is an autonomous security platform offering SAST, vulnerability assessment, and penetration testing. Its AI-powered scanner provides comprehensive vulnerability analysis and exploit validation.
Mistle is an open-source platform for automating sandboxed coding agents, featuring credential brokering for secure tool access and integrations with GitHub and Slack.
Superapp enables users to build native iOS apps with AI and Swift in minutes, requiring no coding and accelerating the app development process.
Workflow Agents designed to automate business processes. Focuses on providing AI-driven automation solutions for various operational tasks.
An AI agent designed to perform automated tasks without human intervention, offered by Temenos, a leader in banking software.
Build AI agents and multi-agent workflows in .NET and Python with Microsoft Agent Framework.
Ready-to-deploy AI agents designed to enhance B2B supply chain efficiency and decision-making for immediate customer use.
PageIndex is a vectorless, reasoning-based RAG engine that mirrors human document reading, achieving high accuracy on benchmarks with traceable and explainable retrieval.
The AI Agent is an autonomous assistant within the Client Dashboard that handles repeatable tasks without manual triggering, unlike AI tools that require initiation and review.
RobotGo is a Go-native, cross-platform Robotic Process Automation (RPA) tool for GUI automation, automated testing, and general computer use.
GitHub repository likely related to Jido, focusing on connectivity aspects or integration capabilities for agents. Includes documentation, pricing, and API documentation.
HolmesGPT is an SRE Agent and a CNCF Sandbox Project designed for AI Ops, DevOps, and incident management. It leverages LLM agents for incident response and chat ops.
A runnable application demonstrating Hindsight integration for insurance claims triage.
IntentKit is an open-source, self-hosted cloud agent cluster for managing collaborative AI agents, offering a lightweight, always-on, production-ready solution. It is designed for managing team agents.
OpenClaw Trading Agent is designed for traders seeking to build an AI that trades with rules, addressing the complexities faced by both beginners and experienced traders in fast-moving markets.
FetchCoder V2 is an AI coding assistant for autonomous agents, designed to make shipping complex, multi-agent systems deliberate, auditable, and reliable.
CITEC's AI Copilot tool is a Gen AI companion designed to enhance insights, streamline decisions, and navigate markets for advisors and wealth managers.
An AI agent designed for PR monitoring, likely analyzing media mentions and sentiment to provide insights on public relations efforts.
Gemini CLI is an open-source AI agent that brings the power of Gemini directly into the terminal, facilitating building, debugging, and deploying with AI.
Flowdrop is a no-code platform for building, deploying, and managing AI agents for various tasks, allowing users to hire AI agents that work autonomously.
Fast Agent is a GitHub repository providing code, build, and evaluation tools for AI agents, with support for Models, Skills, MCP, and ACP, aiming to be a development and testing framework.
Comprehensive memory management for Claude Code, providing AI agents with a structured process to follow for faster development and better control over the build process.
Autonomous AI software engineer developed by Cognition. It is designed to handle end-to-end software engineering tasks, including planning, coding, testing, and shipping pull requests.
Raccoon AI is a general-purpose collaborative AI agent capable of creating web apps, presentations, analyzing data, writing code, and tackling end-to-end workflows.
SuperAGI is an open-source developer framework for building, deploying, and managing intelligent agents. It facilitates the creation and operation of autonomous AI agents.
Enterprise-grade AI automation platform for building autonomous AI agents and integrating RPA workflows for complex business operations.
AI Agent Studio by Automation Anywhere is a platform for developing and deploying agentic automation solutions, integrating AI, Automation, and RPA for enterprise-level automation.
Documentation portal for xAI, offering guides and information on how to use their products and services, with OpenAPI specifications available for integration.
2Slides Agent Skills leverage AI agents like Claude and Cursor to automatically generate professional slides and presentations from user inputs.
Composio provides a framework for integrating tools and services, enabling autonomous agents to perform automated workflows. It offers tools, authentication, and sandboxes for agents like Claude and Codex.
Automates the entire claims processing lifecycle for faster, more accurate, and cost-effective resolutions, addressing manual process inefficiencies.
An AI-powered fraud detection agent that analyzes transactions using anomaly detection, risk scoring, pattern recognition, and AML/KYC compliance. Available on the Relevance AI Marketplace.
AI agent designed to identify stores with unusual loss patterns, providing agentic analytics for trust and business insights.
Sudocode is an open-source, Git-native context management system for coding agents that captures user intent as durable specs and tracks agent activity as issues.
AgenticSeek is a fully local, autonomous AI agent that thinks and browses the web without requiring external APIs or subscription fees.
Use Claude Code with MCP servers to push structured CRM updates to Salesforce or HubSpot directly from the terminal, eliminating the need for browsers or manual data entry.
Analyzes sales data, AR/AP reports, and contracts to generate reliable cash flow forecasts, providing an automated view of future financial positions.
Replicas provides background coding agents for engineering teams, enabling them to run agents like Claude Code or Codex in a sandbox environment with pre-configured code and tooling.
Automaker is an open-source AI software engineer for agented coding, enabling autonomous AI agents to build, run, and fix code for entire applications.
Foil is an AI code security scanner that runs locally on your Mac, using on-device LLMs to find vulnerabilities without sending your code off-site. It provides explanations and rewrite suggestions for fixes.
Persefoni AI, a carbon accounting and sustainability reporting platform, has launched Persefoni Ana, an agentic AI for sustainability reporting.
Deploy an AI agent that screens insurance prospects against underwriting appetite, conversationally collects risk data, and routes qualified submissions to underwriters.
Open source framework for building stateful LLM applications with advanced reasoning and transparent long-term memory.
a0.dev is a rapid mobile app builder that uses AI to create production-ready iOS and Android applications, deploying directly to app stores in minutes.
CaptivateIQ Agents are AI agents purpose-built for compensation and sales planning, offered by the intelligent sales performance management platform.
AI-Enhanced Teaching Assistant project by DHRUVvkdv, bridging instructor knowledge and web intelligence to assist in educational contexts. Aims to enhance learning and teaching through AI.
Datamatics offers Agentic AI solutions to transform business operations by automating complex tasks, enhancing efficiency, and empowering workforces for greater autonomy in process management.
AI-powered platform for rapidly building scalable internal tools, designed to accelerate development and deployment.
Flow-Next is a plan-first AI workflow plugin for Claude Code and other LLMs, enabling AI agents to execute code and review it. It supports AI agent workflows and code generation.
XTM Agent is a conversational, context-aware AI agent embedded into XTM Cloud, designed to bring agentic AI into enterprise localization workflows.
GitHub repository related to 'openclaw', an AI agent framework.
Cuts AML alert false positives by 90% while catching more true suspicious activity through advanced transaction monitoring.
Voker is an agent analytics platform designed for AI product teams to monitor and ensure their AI agents are performing effectively and helpfully.
Modular Python framework and cloud platform for building, deploying, and scaling AI applications and agents, enabling orchestration of multiple AI models and agents.
Gemini's 'Agentic Trading' feature allows users to connect AI models like ChatGPT and Claude to automate cryptocurrency trades on its regulated exchange.
Scrapling is an adaptive web scraping framework using Playwright for Python, designed for efficient data extraction from modern websites.
Stamp is an AI secretary designed to manage email and calendars, automating tasks and organizing schedules for users.
Automates the tracking and analysis of marketing campaigns to generate insights and provide optimization recommendations for improved performance.
GPTMe is a persistent autonomous agent for your terminal, capable of writing code, using the terminal, and browsing the web with a terminal-native interface.
Delos is an AI workspace platform offering an intuitive, modular, and powerful suite for generative AI applications, integrating various tools into a single interface.
Analyzes payer mix and negotiates reimbursement rates using historical claims data and market benchmarks, powered by an enterprise AI platform.
Lyzr platform for deploying AI agents to production, focusing on governed, reliable, and scalable solutions for enterprise needs, including purchase requisitions. Offers API documentation.
AI agents that deliver finished results by describing an outcome in plain language. Agents run in secure sandboxes, use connected tools, and ship the finished result without manual workflow wiring.
TerraAI is a smart farming copilot designed to assist with agricultural tasks, aiming to improve efficiency and yield through AI.
WorkFusion's Evelyn is AI automation software for adjudicating name sanctions and PEP watchlist alerts, supporting AML and compliance efforts with tireless, reputational protection.
Superexpert.AI is an open-source platform designed to simplify the development and deployment of enterprise AI agents, offering flexibility and transparency.
AI tool for karaoke and transforming songs into your AI voice, allowing users to create personalized audio content.
MCP-native agent framework with elicitation support, managing long tool loops, LLM+tool streams, session control, and export to Hugging Face with advanced model support.
StableBrowse provides a browser runtime for enterprise AI agents, addressing authentication, reliability, and LLM intent issues for production environments.
Morph provides an AI agent platform for building and deploying autonomous agents, simplifying the creation of complex AI workflows.
Agentic Labs provides a platform for AI agents, aiming to help users spend more time thinking and less time typing by acting as a context engine for AI teams.
Datamatics TruAgent is an Agentic AI solution designed to automate complex business tasks, enhance operational efficiency, and empower the workforce for greater autonomy in process management.
AI agent for insurance that automates data, modeling, approvals, and deployment to reduce pricing cycle time and deliver profitable premiums.
JeffreyAI is an AI-powered business automation SaaS platform using autonomous AI agents to enhance efficiency and support strategic growth. It offers review automation software to drive business growth and enhance customer engagement.
Provides institutional-grade equity research and market analysis using AI agents.
Hal9 offers an autonomous AI platform for startups to launch and scale AI-powered products, built and managed by AI experts.
Public.com enables users to build AI investing agents that automate trading strategies across various assets like stocks, ETFs, options, and crypto.
Superbar is an AI-powered platform designed to streamline workflows and enhance productivity by managing and automating tasks.
AI agent for insurance that extracts data from loss runs to populate systems, reducing quote times and BPO costs by automating loss history analysis.
Documentation portal for xAI, covering topics such as multi-agent systems and developer resources, with OpenAPI specifications available for integration.
Introduces Agent 3, Replit's most advanced and autonomous agent, representing a significant leap forward in autonomy and capability compared to previous versions.
Nuanced provides a space for clarifying intent with AI agents before they generate code, helping agents think before they build.
Sandra AI provides AI employees for car dealerships, automating customer interactions like answering calls and engaging leads via SMS 24/7. The platform serves over 300,000 users monthly.
Autonoly offers AI agents and a workflow automation platform with a task library to connect apps, scrape data, and manage spreadsheets autonomously.
CrabTalk is a lightweight, open-source agent daemon that aggregates information, posts updates, and answers queries, serving as a unified agent platform.
Builds autonomous, self-healing data pipelines for ETL automation, reducing engineering overhead and boosting efficiency. Lyzr provides the platform and team to deploy agents at scale.
Kognitos provides a deterministic agentic AI platform for enterprise automation, helping insurance carriers automate document verification, approvals, and compliance checks for faster agent onboarding.
Budibase enables the creation of AI operational agents, chat interfaces, and internal tools to automate business processes and workflows quickly.
VISEO Bot Maker is an open-source solution for creating chatbots and vocal applications with a few clicks, easily connecting to various messaging and voice platforms.
Open source coding agent project hosted on GitHub, aiming to provide an AI agent for coding tasks.
OpenYak is an open-source, local-first AI agent desktop application that supports over 100 models and allows agents to interact with files and tools.
This AI agent categorizes bug reports, assesses severity, and recommends next steps, enabling agentic automation in bug report analysis.
An open-source framework for running AI agents in Kubernetes, designed for DevOps and platform engineers to automate operations and troubleshooting.
AI copilot for commodity trading, offering real-time market intelligence, predictive analytics, and automated trade execution to optimize trading strategies and manage risk.
Intuitive Code offers a Self-Learning Autonomous Trading Intelligence Platform that learns, adapts, and supports disciplined decision-making, built on institutional trading intelligence.
Relari is an AI Agent Builder platform focused on Software 3.0, helping teams craft intelligent agents by combining creativity with structure and intuition with rigor.
AI pair programmer integrated into development environments like VS Code and JetBrains. It provides code autocompletion, drafts pull requests, and answers coding-related questions to enhance developer productivity.
Provides AI trading agents that execute user-defined strategies 24/7, incorporating indicators like RSI, EMA, and MACD for crypto, forex, stocks, and commodities.
GitHub, an AI-powered developer platform, is used by millions for building software, with resources for education and partnerships.
Plexe AI is a natural language ML model builder that enables users to create machine learning models from simple prompts, acting as an AI data scientist.
Part of Loop's Logistics Data Platform, this agent handles and manages exceptions within logistics operations.
Weavable provides persistent work context for AI agents, enabling them to maintain state and memory across interactions and tasks.
SaaS support intelligence platform combining AI support and self-driving development to resolve tickets, collect feedback, and manage bugs.
The first AI software engineer. Devin autonomously writes code, fixes bugs, and ships features end-to-end on real codebases.
Agent Val in Qualys ETM uses AI for exploitability validation, TruConfirm testing, and TruRisk amplification to accelerate risk reduction in production environments.
NOVA is a terminal-first AI coding assistant and developer tool that helps accelerate software development by debugging code, fixing runtime errors, and automating workflows.
An AI Agent Platform offering adaptable crypto agents for trade analysis, portfolio management, and risk assessment to enhance agency efficiencies.
Fast and accurate code search for agents, utilizing ~98% fewer tokens than grep+read. Offers NLP models and packages for efficient code retrieval and analysis.
Layerup is an agentic AI operating system for Financial Services and Insurance, deploying AI agents to automate claims and underwriting workflows end-to-end within existing systems.
Instacrops Agentic Farming utilizes AI agents to manage farm operations, functioning as a full-time employee to oversee and execute farming tasks.
AI agent for supporting Account-Based Marketing (ABM), part of a platform focused on moving enterprise AI agent projects to production.
AI agent and ecosystem developed by Anthropic, focusing on AI research and products with an emphasis on safety and responsible AI development.
Online video editor built with Next.js, Remotion, and FFmpeg (WebAssembly port) for rendering. Hosted on GitHub.
GitHub is a developer platform offering AI-powered tools for code collaboration, software development, and managing repositories, issues, and pull requests.
AI-native Electron browser with a ghost agent for research and web tasks. Features ad blocking, encrypted vault, and zero telemetry.
IFS Loops Industrial Agentic AI Platform deploys Industrial Digital Workers powered by Agentic AI to execute multi-step operational workflows across systems with governed autonomy.
XMPRO's Agentic Maintenance Schedule Planning Agent (Schedule Optimizer) transforms industrial operations with real-time business process intelligence.
Open-source framework for building cross-platform voice and chat applications from a single TypeScript codebase for Alexa, Google Assistant, and the web.
Digital Environmental Assistant
MassGen is an open-source multi-agent system designed for scaling generative AI applications, facilitating collaborative AI and LLM orchestration.
Automates data intake and analysis for policy underwriting, accelerating decisions and improving risk accuracy by addressing manual process inefficiencies.
Google's smart home platform, powered by Gemini, that connects and automates various devices to manage a user's entire home environment.
Diane is an AI HR agent focused on streamlining human resources tasks, likely leveraging a platform for reliable and scalable deployment.
Elayne is a comprehensive estate settlement platform that guides families through every step after a death, from claiming benefits to navigating probate and transferring assets. It offers personalized guidance and automation.
Manus is an AI design tool that creates stunning visuals using AI-powered design tools. It acts as an action engine to execute tasks and automate workflows.
OpenOwl is a computer-using agent that empowers AI assistants to interact with desktops and browsers, automating tasks beyond API capabilities.
DigitalGenius provides AI-powered customer service automation for pre- and post-purchase questions, transforming the customer experience for e-commerce. It acts as an AI agent built for e-commerce.
A comparison of multi-agent frameworks focusing on graph control, observability, durable execution, MCP support, and agency fit, with four reference architectures.
Opera browser offers an AI-enhanced, faster, safer, and smarter browsing experience with a focus on privacy and security.
Mobile survey platform using AI to gather human insights, offering survey innovation and audience access. Trusted by businesses for research support.
Customer Churn Prediction Agent for ServiceNow, predicting and preventing churn to retain customers.
Energent.ai offers an AI agent for dropshipping businesses to automate operations. It is also described as an AI data analysis tool for turning raw data into insights, outperforming frontier models in accuracy.
Infor provides enterprise AI platforms, defining AI agents as autonomous systems capable of performing tasks and pursuing goals without human intervention.
Veezoo's NPS Driver Analyzer for Banking uses agentic analytics to correlate NPS scores with customer interactions, providing actionable insights for business users.
An open-source curriculum introducing the Model Context Protocol (MCP) for beginners, covering topics like C#, Java, JavaScript, and MCP server/client implementations.
Ancher provides intelligent tools designed to help users think clearer, remember better, and create with confidence by acting as a Chief of Staff for information.
Assistents AI agents process insurance claims up to 3x faster, reducing cycle time, improving accuracy, and cutting manual review work by 70% through an enterprise agentic AI platform.
GitHub is a developer platform offering AI-powered tools for code collaboration, software development, and managing repositories, issues, and pull requests.
Redex Consulting offers AI consulting and digital transformation services, focusing on Agentic AI and Industry 4.0 for manufacturers.
Factory Droids automate coding, testing, and deployment for startups and enterprises using AI coding agents for autonomous software development.
Runtime provides harnesses and observability for coding agents, powered by Claude Code, Codex, and Gemini CLI. It offers a visual workspace with live preview and one-click deployment.
BulkQuant is an AI trading bot platform for automated crypto and stock trading, utilizing intelligent strategies and a quantitative trading system.
Private voice platform focused on providing voice capabilities while maintaining user privacy. Offers on-device voice recognition.
OptimaI's Portfolio AI Copilot is a Generative AI solution for asset and fund managers, enabling natural language querying of portfolios and automated commentary generation.
AI agent designed to scout for Requests for Proposals (RFPs), integrated into a platform for productionizing enterprise AI agents.
Ocean NAVI is an AI agent associated with the Ocean EV Charging Platform, providing OCPP control, billing, and smart charging solutions.
ServiceNow App Store: CMDB AI Advisor by Thirdera LLC uses GenAI to improve CMDB health, providing AI-powered insights and recommendations within the ServiceNow platform.
AI trading agents that monitor markets, make decisions, and execute trades based on plain language instructions within user-defined risk limits.
A Risk Management AI Agent that assists in analyzing and managing risks, with available documentation, pricing, and API documentation.
LiteLLM is an open-source LLM gateway that allows developers to call over 100 LLM APIs using a unified OpenAI-compatible interface, managing authentication and costs.
GitHub, an AI-powered developer platform used by millions for building software, collaborating on code, and managing projects.
Ensures accurate insurance claim payouts by verifying payments, reconciling disbursements with the general ledger, and preventing financial leakage.
Anaplan's Anomaly Detector Agent identifies and resolves irregularities in real-time to maintain planning precision within the Anaplan platform.
Open platform for running AI agents, providing infrastructure for hosting and managing agents with tools, data, and models.
Polsia is an autonomous AI system designed to act as an AI co-founder, planning, coding, and marketing a company 24/7 to run business operations autonomously.
Automates insurance claim appeal triage, evidence assembly, and regulatory-compliant responses to optimize overturn rates and reduce loss adjustment expenses.
Devin is an AI software engineer and coding agent that assists developers in building software faster using parallel cloud agents. It is designed for serious engineering teams.
WRITER AI Studio empowers business teams to build AI agents with AI-native governance and interoperability, offering an intelligent interface for enterprise work.
SNAgents.ai manages SharePoint Online sites from ServiceNow, enabling IT and platform teams to provision and manage sites through ServiceNow governance workflows.
Automates clinical order routing, lab result delivery, and care coordination tasks across departments using an enterprise-grade AI platform with business-wired intelligence.
GitHub is a widely adopted developer platform for building software, hosting code repositories, and facilitating collaboration among millions of developers.
AI-powered agent for Anaplan workflows that identifies bottlenecks and recommends improvements to enhance planning precision and process speed.
Python SDK for interacting with GitHub's services, enabling developers to programmatically access and manage GitHub features. Includes documentation, pricing, and API documentation.
The Snips Voice Platform is an AI-powered voice assistant focused on providing users with a private and secure voice interaction experience.
Tradly AI Studio is a platform for building AI search and agent experiences in retail and commerce, enabling personalized shopping and conversational interfaces.
sast is an autonomous AI cybersecurity agent that continuously scans, detects, and fixes security vulnerabilities in codebases, covering OWASP Top 10 with CI/CD integration and zero false positives.
Julius is an AI data scientist designed to operate within Slack, offering data analysis capabilities directly in the communication platform.
CandorIQ provides AI agents that deliver market data insights, enabling users to make informed decisions through comprehensive analysis.
AI optimization platform for human and AI agents, focusing on automated quality management to improve customer interactions.
Aider is an AI pair programming tool that operates in the terminal, allowing users to start new projects or build on existing codebases with LLMs, integrating with Git.
KrishiAI is an AI-powered farming assistant for Indian farmers, providing crop disease detection, mandi prices, and weather alerts.
Meteor is an agentic browser designed to provide an intelligent browsing experience, aiming to be the world's most advanced browser.
Ichiba is an AI agent focused on analyzing and scoring AI-to-AI influence, providing insights into what drives model behavior and decision-making.
mech.app is an editorial platform featuring technical field notes on agentic AI projects, orchestration, automation infrastructure, developer tooling, financial systems, and security.
An agent generative framework hosted on GitHub, facilitating the development and deployment of AI agents with integrated tools and services.
Manufact builds and maintains mcp-use, an open-source SDK for MCP servers, clients, and agents, and offers Manufact Cloud for deploying MCP applications.
TrendSpider is an all-in-one platform for trading and investing, providing real-time data, automation tools, advanced charting, and market research capabilities for various financial instruments.
OpenCode is an open-source AI coding agent that assists developers in writing code directly within their terminal, IDE, or desktop, supporting LSP for enhanced functionality.
Heym is a source-available, self-hosted AI workflow automation platform with visual building, multi-agent orchestration, and RAG support.
DeFi agent definitions and JSON API for Web3, crypto trading, portfolio management, and blockchain automation. MCP compatible and production-ready.
UI TARS Desktop is an open-source multimodal AI agent stack connecting cutting-edge AI models, designed for multimodal interaction and agent orchestration.
