A four-layer reference model for governing AI agent behavior within organizations, from intent discovery to runtime alignment.
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.
Browser4 is a lightning-fast, coroutine-safe browser engineered for AI agents. It provides browser infrastructure for AI to browse, automate, scrape, and crawl the web.
Build.inc developed Dougie, a multi-agent system using LangGraph for orchestrating complex commercial real estate development workflows, particularly for data center projects.
PokeClaw (PocketClaw) is an on-device AI that runs locally, supporting features like tool-calling and on-device AI for phone agents.
C8 Hedge is an AI-powered FX hedging platform designed for treasury teams and portfolio managers. It is accessible via multiple AI assistants including ChatGPT, Claude, Gemini, and Microsoft Copilot, as well as a dedicated web app.
A server component within the MCP ecosystem, specifically designed for code-related agent interactions. Hosted on GitHub with documentation.
Vermont AI is a platform for creating visual workflows from ideas, built on the Vercel AI Stack, utilizing AI SDK and Workflow SDK for development.
Agent S, presented at ICLR 2025, is an open agentic framework designed for complex task execution and interaction with computational environments, using computers like a human.
Urban AI Copilot project hosted on GitHub, contributing to the shriyaMadan/urban-ai-copilot repository.
IntelliHuman delivers Artificial Vertical Intelligence (AVI) built from real human expertise, enabling enterprise-grade AVI modules for organizations and SME contributions.
Caregence by Inferenz is a healthcare-native Agentic AI platform that unifies systems, automates workflows, and enables real-time decisions for connected care.
AirShelf.AI is an agentic commerce platform that makes product catalogs AI-ready, enabling transactions through AI agents like ChatGPT, Gemini, and Perplexity, moving beyond mere visibility to direct sales.
GLM-5 is an AI model targeting complex systems engineering and long-horizon agentic tasks. It powers Z.ai, a free AI chatbot and agent capable of building websites, creating slides, and analyzing data.
n8n offers an AI workflow automation platform that combines AI capabilities with business process automation, providing flexibility for technical teams to build customizable automation tools.
Agent Hooks in AgentScope allow customization of agent behavior by defining functions called at different lifecycle stages, enabling more dynamic and responsive interactions.
Self-evolving agent infrastructure where agents share evolved capabilities via an open protocol, with skills inheriting through biological-inspired evolution and human intuition.
Constructor offers AI Shopping Agents (ASA) and Product Insight Agents (PIA) to enhance shopper journeys in e-commerce. They provide a demo to showcase these capabilities.
Palmier is an AI video platform that enables users to create and edit marketing videos using artificial intelligence.
SiliconFlow is an AI platform for developers, offering fast deployment, fine-tuning, and operation of LLMs and multimodal models via simple APIs.
Quick Automate handles multi-agent automation for complex enterprise processes, integrating agents across systems, UI, and API interactions for simplified business process management.
GitHub is a widely adopted, AI-powered developer platform used by millions of developers, businesses, and the open source community to build software. It offers features for searching code, repositories, users, and issues.
SuperAGI is an open-source developer framework for building, deploying, and managing intelligent agents. It facilitates the creation and operation of autonomous AI agents.
A curated list of AI Agent frameworks including AutoGen, CrewAI, MetaGPT, LangGraph, and Swarms, focusing on Multi-Agent Systems and Agentic AI.
GitHub is a leading AI-powered developer platform for collaboration, open-source project management, and software development, used by millions of developers and businesses.
NanoMind security classifier, hosted on Hugging Face, is an AI model designed for classifying security-related data or code. Offers documentation and API documentation.
SAP is a leading enterprise software company that has launched AI agents across its ERP platform for finance, supply chain, and HR, including the SAP Autonomous Suite and Joule Work.
Build multimodal AI agents with memory, knowledge and tools. Simple, fast and model-agnostic agent framework.
AgentPilot is a versatile workflow automation platform for creating, organizing, and executing AI workflows, aiming to empower developers and businesses in building software.
GitHub is a widely adopted developer platform for building software, hosting code repositories, and facilitating collaboration among millions of developers.
Automates product catalog updates by entering and verifying details like pricing, descriptions, and availability using agentic workflow automation.
A registry for open-source MCP Servers, clients, tools, and integrations, featuring daily updated servers and various MCP implementations.
Agentforce's AI Agent Builder allows users to create custom AI agents effortlessly using pre-set templates or no-code building, empowering businesses with natural language and advanced capabilities.
TradingAgents is a commercial AI-powered multi-agent trading platform offering automated market analysis, risk assessment, and trade execution with real-time insights and sentiment analysis.
Salesforce is the #1 Agentic AI CRM, enabling Agentic Enterprises where humans and agents drive success together through a unified AI, data, and Customer 360 platform.
Enterprise-grade, commercial-friendly agentic workflow platform for building AI agents. Offers low-code development and multi-agent orchestration capabilities.
An open-source curriculum introducing the Model Context Protocol (MCP) for beginners, covering topics like C#, Java, JavaScript, and MCP server/client implementations.
Kyligence Zen's AI-powered self-service analytics provides an AI copilot for data and metrics to discover new insights and improve decision-making.
A platform for building and deploying AI agents for production use, offering documentation and API access. Enables users to create and manage AI agents effectively.
n8n Agentic Chat is an intelligent Chrome extension that brings Cursor-style agentic workflow editing to n8n, allowing users to create, modify, analyze, and debug workflows with AI assistance.
MateClaw is an open-source, self-hosted Multi-Agent AI Operating System built on Spring AI Alibaba. It features dual engines (ReAct + Plan-and-Execute), a knowledge base, multi-layered memory, and MCP protocol support.
Laminar provides an AI-powered developer platform for building software, with documentation suggesting capabilities relevant to agent development and observability.
SAP AI Assistant for Cash and Treasury is an agentic AI tool designed for financial management, monitoring liquidity, predicting cash flow, and optimizing capital allocation.
Rasa's AI Orchestrator connects tools, channels, and agents with context-aware control, managing state, directing tasks, and unifying experiences at scale.
Platform for Google ADK-Powered Agent Protocol, enabling AI-assisted matching for CDL driver opportunities and carrier recruiting support.
Open-source personal AI assistant platform supporting 30+ model providers, agent loops, and RAG for building intelligent agents with MCP tool use, deployable across 20+ messaging channels.
High-performance web crawling platform for AI agents, offering scalable browser automation for web scraping and internet intelligence. Provides an AI browser agent platform.
KG-Agent is an efficient autonomous agent for complex reasoning and task execution, presented in a 2025 ACL Anthology publication.
This discusses AI agents in maritime operations, defining them as autonomous components that sense, reason, and act. It relates to AI planning solutions for container terminals.
Folio3 AI acts as a Strategy, Engineering & Transformation Partner for enterprises, building custom AI solutions from readiness assessments to production-grade deployment.
Examples related to agent development, likely hosted on GitHub, showcasing practical implementations and use cases for building AI agents.
GitHub is an AI-powered developer platform used by millions for building software, collaborating on open source projects, and managing code repositories.
AgentCash enables AI agents to purchase data, APIs, and tools on behalf of users through pay-per-call transactions, eliminating the need for keys or subscriptions.
GitHub repository likely related to Jido, focusing on code generation, execution, or management for AI agents. Includes documentation, pricing, and API documentation.
GitHub is an AI-powered developer platform used by millions for building software, offering extensive documentation and APIs.
Provides infrastructure for autonomous coding, making agentic AI a safe, trusted, and integral part of the software development lifecycle with self-hosted infrastructure.
Initializ.ai provides an agentic platform for enterprises to outsource ITSM and operations to autonomous agents, enabling rapid deployment of agentic workflows on cloud or on-premise infrastructure.
Instantly AI prompts designed to personalize at scale by transforming raw lead data into high-converting narratives for sales and marketing.
LangWatch is an open-source LLMOps platform with over 3k stars on GitHub, offering observability, evaluations, and agent simulations to accelerate agent development.
AgentScope's A2A (Agent-to-Agent) communication protocol enables multiple agents to interact and collaborate, facilitating complex task execution through a distributed network.
GitHub is a widely adopted, AI-powered developer platform offering code hosting, collaboration, and CI/CD, enabling millions of developers and businesses to build software.
MCP Agentic Framework is a communication framework for multi-agent collaboration using the Model Context Protocol (MCP), providing a way for agents to communicate and collaborate.
TypeScript-native multi-agent orchestration framework that automatically generates task DAGs from goals. Features MCP integration and live tracing for agent development.
Manus is an AI browser extension that automates tasks in premium platforms, CRMs, and authenticated services using local sessions with transparency and control.
An AI agent skill for MockFlow IdeaBoard focused on Pain Point Discovery, using market research and customer empathy analysis to identify primary customer struggles.
Similarweb's AI Search Intelligence analyzes AI search performance, providing insights into traffic, visibility, prompts, citations, and sentiment across AI platforms.
UiPath's platform uses AI agents and rule-based robots to automate healthcare referral management, handling classification and streamlining operational workflows for improved efficiency and compliance.
Apideck provides a unified API for accounting integrations, enabling Vertical SaaS and B2B Fintech teams to launch integrations quickly. It offers access to various accounting platforms.
Folio3 AI partners with enterprises to navigate AI strategy, engineering, and transformation, offering custom AI solutions with a focus on security.
Uplizd is an AI workflow platform for building, deploying, and scaling AI agents and automations, with a focus on government compliance (FedRAMP, FISMA).
DeepResearch Bench, hosted on Hugging Face, provides documentation and API documentation for AI research and development, focusing on deep research capabilities.
Composio, a GitHub repository powering 1000+ toolkits for AI agents, enabling them to interact with various tools and services.
Google's AI agent suite includes Workspace Studio and the A2A protocol, aiming to provide a full-stack AI solution for enterprises, with documentation and pricing available.
Browser Operator is an open-source, privacy-friendly AI browser for web research, analysis, and automation.
An AI-powered semantic search tool for analyzing customer survey responses using natural language queries, developed by pitt-cic.
Exa MCP server for web search and web crawling, providing AI search engine capabilities and a web search API. Enables searching and extracting structured content from live data.
AI Agent-Based Autonomous Research Assistant that performs end-to-end research, planning tasks, browsing sources, validating information, and generating citation-backed reports.
Credo AI is a leader in AI governance, offering tools and services to ensure responsible and ethical AI development and deployment.
Taskade AI Agents is a feature within the Taskade platform that allows users to generate content and automate tasks, leveraging AI for various productivity needs.
Integrates ServiceNow Product Catalog Management with enterprise stacks via native integrations and API coverage, deployable on Mindflow's agentic automation platform.
Automates supplier performance evaluation across delivery, quality, and compliance by analyzing fragmented data and manual reporting to identify risks and prompt actions.
RAGFlow is a leading open-source Retrieval-Augmented Generation engine providing a superior context layer for AI agents, built for enterprise with reliable context and an integrated agent platform.
AI Operator Studio provides AI consulting, automation, training, and agent development services, positioning itself as the world's first AI collective.
Learn how autonomous agents go beyond bots to deliver cross-functional automation with Agentic Process Automation, as offered by Automation Anywhere.
Agentix Labs designs custom AI agents, voice agents, automation systems, and data intelligence solutions for modern businesses, specializing in AI infrastructure.
A human-AI system modeling expert thinking to assist tutors in real time, improving student mastery of math topics with low-cost, effective pedagogy.
Neural Alpha researches and deploys AI-ESG copilots for assessing Nature Action 100 Company Benchmark Indicators, releasing metrics across various indicators for sustainable intelligence.
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.
ANYbotics provides autonomous legged robots for industrial applications, focusing on high availability and reliability for automated routine inspections in industrial environments.
GitHubSecurityLab/seclab-taskflows is a GitHub project likely containing task flows for security research and development within the GitHub Security Lab.
FinRobot is an AI Agent platform for financial applications, unifying LLMs, reinforcement learning, and quantitative analytics for investment research automation, algorithmic trading, and risk assessment.
MCP server for Claude Desktop, Claude Code, Windsurf, and Cursor to build n8n workflows. Connects AI tools to workflow automation.
Model Context Protocol (MCP) is an open standardized protocol for connecting LLMs to external tools, APIs, databases, and services, enabling clients to access tools exposed by an MCP server.
AgentRx is an automated diagnostic framework for pinpointing critical failures in complex AI agents, supporting more robust development and debugging.
Gumloop is a no-code platform for building and hosting AI-powered business automations, offering various pricing tiers to suit different needs.
PageIndex is a vectorless, reasoning-based RAG engine that mirrors human document reading, achieving high accuracy on benchmarks with traceable and explainable retrieval.
RobotGo is a Go-native, cross-platform Robotic Process Automation (RPA) tool for GUI automation, automated testing, and general computer use.
Transforms training from a cost center into a measurable business growth engine, helping to prove L&D ROI by analyzing training effectiveness and impact on business outcomes.
Zenity's AI Observability Platform discovers, monitors, and maps relationships of AI agents across SaaS, custom apps, and endpoints to detect shadow AI and mitigate risk.
Observes voice agents in production, streamlining troubleshooting and providing real-time dashboards and session insights via LiveKit Cloud.
GitHub is a widely adopted, AI-powered developer platform used by millions of developers, businesses, and the open source community to build software. It offers features for searching code, repositories, users, and issues.
Open-source AI sandbox infrastructure for secure code execution, browser use, and AI agents. Powers isolated computers for AI agents, enabling them to browse, code, and run untrusted commands.
Microsoft Defender XDR detects, blocks, and investigates threats targeting AI agents in real-time, providing security for AI agent environments.
TradingAgents-CN is an open-source, multi-agent trading engine and platform for strategy building, data access, backtesting, live trading, and risk control. Supports LangGraph and multi-model configuration.
Cabot Solutions offers AI-powered medical imaging analysis agents to detect diseases early, improve diagnostic accuracy, and support radiologists with faster, more precise insights.
Secure sandboxed cloud environments for running AI-generated code, making it easy to add code interpreting capabilities to AI applications.
ATLAS AI by Captivix offers an agent catalog with over 25 pre-built AI agents for business functions like GTM strategy, sales intelligence, and customer service, designed for specific business outcomes.
Intelligent memory layer for AI assistants and agents, enabling personalized interactions through persistent cross-session memory.
Google Cloud's Gemini Enterprise Agent Platform offers a solution for building, scaling, governing, and optimizing AI agents, integrating model selection and agent-building features.
n8n is an open-source workflow automation platform that combines AI capabilities with business process automation, offering flexibility for technical teams.
An agentic banking platform providing a customer intelligence layer for modern banking applications, enhancing user experience and data utilization.
GitHub is a developer platform offering AI-powered tools for code collaboration, software development, and managing repositories, issues, and pull requests.
KnowBe4 offers security awareness training and AI-powered agent security solutions to protect the digital workforce.
GitHub is an AI-powered developer platform for building software, offering code search, repositories, user management, and issue tracking.
Frontier AI for law and government, providing secure agents for legal, policy, fiscal, permitting, licensing, registration, and government service workflows.
Acts as a real-time copilot for support teams, ensuring every interaction ends in resolution by addressing long handling times, inconsistent responses, and missed context.
Jido is an open-source agent framework for Elixir, built for distributed, autonomous agents with fault tolerance, tool calling, and multi-agent coordination.
Kore.ai's Enterprise Search and Data AI provides context-aware insights across the enterprise, driving smarter decision-making for service, work, and process workflows.
DNS-first agent discovery and identity for the agentic web, providing machine-readable agent endpoints via DNS TXT records.
An open-source alternative to Claude Cowork, powered by opencode, aiming to provide a collaborative AI agent environment.
LiveKit provides a platform for building voice, video, and physical AI agents, offering comprehensive documentation for developers.
Aider is an AI pair programmer that runs in your terminal, supporting over 100 languages and Git integration for coding assistance.
Salesforce is the #1 Agentic AI CRM, enabling Agentic Enterprises where humans and agents drive success together through a unified AI, data, and Customer 360 platform.
Maps, inspects, and audits AI-agent markdown ecosystems, including skills, agents, commands, and hooks, as a graph. This GitHub project focuses on visualizing and understanding AI agent interactions.
An AI-driven public opinion and trend monitor that aggregates data from multiple platforms, including RSS feeds, with smart alerts.
An open-source, low-code platform for building AI agents and LLM orchestrations visually, enabling rapid development of AI-powered applications.
Overview of Kindo Agents, which are autonomous and semi-autonomous automations designed to execute workflows on behalf of users within the Kindo ecosystem.
Documentation for xAI developers focusing on models, providing insights into their AI models and integration capabilities via OpenAPI specifications.
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.
Autohive provides AI agents for legal document generation and template management, designed to automate complex legal processes and improve efficiency within legal workflows.
Enterprise organizations increasingly rely on web-based applications for critical business processes, yet many workflows remain manually intensive, creating operational inefficiencies.
ProtΓ©gΓ© within PatentSight+ by LexisNexis IP Solutions provides fast, accurate insights for patent analysis, aiding users in making informed business decisions related to innovation.
The Coalition for Health AI (CHAI) advances responsible development, deployment, and oversight of AI in healthcare through collaboration.
An AI Agent Operator for paid media, managing and optimizing ad campaigns across 14 platforms using an MCP server for autonomous execution.
Set up Microsoft Copilot Studio agents to use generative AI for orchestrating interactions between other agents, topics, tools, and knowledge sources, enhancing agent capabilities.
The Agent2Agent (A2A) protocol facilitates seamless communication between AI agents from different platforms, detailing core concepts, components, and enterprise use cases for interoperability.
Domain-specific MCP Servers hosted on GitHub, providing access to code, repositories, users, issues, and pull requests. Offers documentation and API documentation.
Microsoft's Copilot Control System provides governance tools for enterprises to manage AI agents, facilitating responsible AI adoption and scaling.
VoltAgent is an observability-first TypeScript AI Agent framework, designed for building and managing AI agents. It is hosted on GitHub and offers documentation and API access.
Sim Docs provides documentation for Sim, an open-source AI workspace designed for teams to build, deploy, and manage AI agents collaboratively.
UiPath's business orchestration and automation platform enabling AI agents, robots, and people to deliver secure, compliant outcomes at scale.
GitHub, an AI-powered developer platform, is used by millions for building software, with resources for education and partnerships.
Azilen is an AI development company specializing in creating intelligent, autonomous agents for complex tasks and decision-making, offering tailored AI solutions for enterprises.
TxAgent is an AI agent from the Zitnik Lab at Harvard, designed for therapeutic reasoning across tools to assist in treatment decisions.
Alternates.ai is an AI agent marketplace for exploring, evaluating, and integrating AI agents for various business functions like sales, marketing, and HR.
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.
A smart home AI agent project using LangGraph, LangChain, and Ollama to control home appliances connected via micro-controllers like ESP32/ESP8266.
LayerProof's Agent Skills empower AI assistants to automate complex tasks like creating slide decks, editing content, and exporting presentations through simple prompts, enhancing data visualization and storytelling.
A Raycast extension for creating powerful, contextually-aware AI commands. It enables users to leverage AI within the Raycast launcher for enhanced productivity and task automation.
DecisionRules provides documentation for its SDK and libraries, including information on MCP servers and a documentation server, facilitating integration and understanding of their offerings.
Node.js SDK for interacting with GitHub's services, enabling developers to programmatically access and manage GitHub features. Includes documentation, pricing, and API documentation.
Shopify developer documentation provides guidance on building a Storefront AI agent, an AI-powered shopping assistant to help customers find products and complete purchases.
Salesforce offers an Agentic AI CRM, enabling humans and agents to drive success together through a unified AI, data, and Customer 360 platform. Unlocks new ways to automate tasks and personalize experiences.
viasocket connects Figma to tools and AI, enabling automation and custom workflows for designers. Streamlines design processes by integrating Figma with other applications and AI models.
AppWizzy is a vendor offering an AI-powered platform for building scalable web applications and websites, suitable for SaaS, internal tools, and AI tools.
AI Agent Workflows provides an API for website categorization and URL classification, enabling automated analysis and data generation for web content.
Agentforce and AI from Salesforce focuses on the #1 Agentic AI CRM, enabling enterprises where humans and agents collaborate for success.
GitHub repository likely related to Jido, focusing on integration capabilities and connecting agents with external systems. Includes documentation, pricing, and API documentation.
mech.app is an editorial platform featuring technical field notes on agentic AI projects, orchestration, automation infrastructure, developer tooling, financial systems, and security.
Your AI copilot for cross-chain yield optimization, developed for the Chainlink Convergence Hackathon 2026.
A GitHub repository containing various autonomous agent examples and implementations, exploring different autonomous agent functionalities.
Automates businesses using AI and n8n systems to reduce repetitive tasks by 30-50%. Focuses on AI agent implementation for business process optimization.
An awesome-style curated list and directory for multi-agent orchestration, maintained by Agent-Analytics.
Agent CLI docs provide information on guardrails and observability for coding agents, linked to the Runtime project.
OnClik AI provides Unified Banking Automation for BFSI operations, focusing on frictionless processes, agility, and customer satisfaction through features like automated ledger reconciliation.
UiPath Business Automation Platform enables AI agents, robots, and people to deliver secure, compliant outcomes at scale.
Katonic AI is a full-stack enterprise platform for building, deploying, and governing AI agents on your own infrastructure (on-premise, private cloud, or air-gapped). It allows employees to search company knowledge and access 250+ AI models securely.
AgentReach gives AI agents the ability to see the entire internet, enabling them to read and search platforms like Twitter.
ClawBio is a bioinformatics-native AI agent skill library, built for local-first, reproducible workflows on OpenClaw.
Synology Chat AI Assistant, an open-source project hosted on GitHub, designed to enhance chat functionalities within Synology environments.
Leon is an open-source personal assistant built on Node.js, Python, and AI concepts, designed to run on your server and assist with various tasks.
The official documentation portal for the Databricks Lakehouse Platform, offering comprehensive guides, tutorials, and API references for data engineering, data science, and machine learning.
K2view offers a no-code platform for building AI agents that leverage enterprise data. Their Data Agent Builder simplifies data integration for autonomous agents without requiring coding.
TerraAI is a smart farming copilot designed to assist with agricultural tasks, aiming to improve efficiency and yield through AI.
The Automation Pathfinder Program by Automation Anywhere provides resources and guidance to scale Robotic Process Automation (RPA) initiatives and accelerate automation success for organizations.
Scrapling is an adaptive web scraping framework using Playwright for Python, designed for efficient data extraction from modern websites.
Gigacatalyst automates customer workflows into SaaS using AI, enabling users to embed an AI builder that learns APIs and allows customers to build apps within the SaaS.
SnapLogic offers GenAI-powered automation for financial portfolio rebalancing, enabling efficient and intelligent management of financial assets. Connect data, apps, APIs, and AI in one unified platform.
A personal finance coach agent that helps users manage their finance. This is a GitHub repository for the agent.
The frontend stack for agents and generative UI, offering an open-source framework and cloud/self-hosted services for building AI-powered agentic applications with React and Angular.
A curated list of the best truly open-source AI projects, models, tooling, infrastructure, evaluation, and interfaces, covering topics like agents, AI, and LLMs.
An enterprise platform for building, deploying, and managing AI agents, designed to power applications like Salesforce and Workday. It aims to facilitate the creation and operation of AI agents.
MCP Spine is a middleware proxy designed to reduce LLM tool token usage by up to 61%, facilitating efficient agent communication.
Automate and accelerate incident response with Swimlane's agentic AI automation, improving MTTR and security posture at scale.
GitAgent Protocol (GAP) is a framework-agnostic, Git-native standard for defining AI agents. It allows agents to be defined, versioned, and run natively within Git, supporting various AI frameworks.
Google Cloud Architecture Center outlines an agentic AI use case for automating data science workflows, enabling complex data analytics and machine learning tasks via a multi-agent system.
Open-source project focused on agent development and automation, likely providing tools or frameworks for building AI agents.
Agentforce Operations digitizes manual processes using AI-driven technology, transforming back-office operations with agile and automated workflows to improve speed, accuracy, and efficiency.
Modular Python framework and cloud platform for building, deploying, and scaling AI applications and agents, enabling orchestration of multiple AI models and agents.
holaOS is an open-source Agent Computer designed to run AI work-streams, allowing agents to maintain memory, utilize tools, execute applications, and continue work across multiple sessions.
Lyzr Platform enables building and deploying agriculture AI agents on Azure, offering pre-built templates, IoT integration, and multi-agent orchestration for precision agriculture.
Firecrawl provides a web context API for AI agents, enabling them to search, scrape, parse, and interact with the live web, converting sources into clean Markdown or structured data.
AIM, an open-source NHI platform for AI agents, providing cryptographic identity, governance, and access control for agent management.
This repository is for contributing to the development of agentic AI immersion experiences on Azure, focusing on agent-based AI applications.
An AI-powered eCommerce platform enabling rapid store creation with automated product descriptions and SEO optimization. Integrates with Shopify and Stripe, offering AI agent marketplace services.
Agentic Commerce Index tracks the emerging industry of agentic commerce, focusing on the AI-driven commerce ecosystem.
GitHub repository likely focused on database interactions or management for Large Language Models (LLMs), potentially for agent memory or data storage. Includes documentation, pricing, and API documentation.
Nilus provides agentic AI for cash flow forecasting, enabling treasury teams to improve accuracy with real-time data, autonomous updates, anomaly detection, and scenario modeling.
SaM Solutions explores how autonomous AI agents revolutionize logistics through warehouse management, route optimization, and predictive supply chain analytics.
SkillsMP is a marketplace for agent skills compatible with Claude Code, Codex CLI, and ChatGPT, using the SKILL.md format for AI coding assistants.
Demonstrates how AI agents can streamline compliance and fulfill regulatory requirements for financial institutions using Amazon Bedrock and CrewAI.














































































































