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.
Mesh capability router for autonomous agents, enabling discovery, routing, verification, calling, and payment for external capabilities via MCP or A2A.
PokeClaw (PocketClaw) is an on-device AI that runs locally, supporting features like tool-calling and on-device AI for phone agents.
ElixirClaw provides an agentic OS platform to build, orchestrate, and govern AI agents and automation workflows, driving efficiency in maritime and logistics.
Build multimodal AI agents with memory, knowledge and tools. Simple, fast and model-agnostic agent framework.
AutoDev is an AI innovation challenge focused on creating an autonomous AI software engineer capable of operating within live project environments, built using OpenClaw and Umaku.ai.
Honeycomb Canvas is a rebuilt workspace and autonomous agent for debugging nondeterministic LLM and agentic workflows, featuring Agent Timeline for multi-agent visibility.
Urban AI Copilot project hosted on GitHub, contributing to the shriyaMadan/urban-ai-copilot repository.
Jido is an open-source agent framework for Elixir, built for distributed, autonomous agents with fault tolerance, tool calling, and multi-agent coordination.
Enterprise-grade, commercial-friendly agentic workflow platform for building AI agents. Offers low-code development and multi-agent orchestration capabilities.
Decentralized settlement and clearing layer with validator consensus, offering real-time USDC settlement with sub-40ms finality and transparent fees. Compliant with W3C DID Core and HAHS.
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.
TestGrid's AI Code Review Agent provides context-aware code analysis by connecting diffs, tests, and runtime data to assess code quality and risk. Offers 'CoTester 2.0' as an AI Teammate.
APA Platform provides agentic automation, combining AI and RPA for secure end-to-end enterprise automation of mission-critical processes.
Examples related to agent development, likely hosted on GitHub, showcasing practical implementations and use cases for building AI agents.
Copilotly is an AI copilot for the digital age, offering tools for writing, research, and data analysis. It is adaptable for professionals, students, and creators, with browser extensions and mobile apps.
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.
Agent Steward, launched on Delight.ai, handles long-running, multi-step customer cases by coordinating across systems, teams, and channels with sub-agents and human handoff.
Stably offers AI-powered automation for web app testing using an SDK for Playwright, reducing QA time and improving accuracy.
LangWatch is an open-source LLMOps platform with over 3k stars on GitHub, offering observability, evaluations, and agent simulations to accelerate agent development.
PageIndex is a vectorless, reasoning-based RAG engine that mirrors human document reading, achieving high accuracy on benchmarks with traceable and explainable retrieval.
ETLZero is an AI-powered data analysis platform allowing users to upload files, analyze data, detect anomalies, and export results in various formats to transform raw data into actionable insights.
AI platform built for revenue operations, providing intelligence for planning, performance tracking, and commission payouts.
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.
GitHubSecurityLab/seclab-taskflows is a GitHub project likely containing task flows for security research and development within the GitHub Security Lab.
A server component within the MCP ecosystem, specifically designed for code-related agent interactions. Hosted on GitHub with documentation.
MindsHub by MindsDB is an open platform for running AI agents, providing the necessary infrastructure for tools, data, credentials, and models.
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.
GitHub is an AI-powered developer platform used by millions for building software, collaborating on open source projects, and managing code repositories.
Intelligent memory layer for AI assistants and agents, enabling personalized interactions through persistent cross-session memory.
AI Operator Studio provides AI consulting, automation, training, and agent development services, positioning itself as the world's first AI collective.
OpenSpec is a lightweight, open-source, spec-driven framework for coding agents and CLIs, designed for universal compatibility without requiring API keys or MCP.
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.
Templafy is an AI-powered document generation platform that automates the creation of professional documents like presentations.
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.
RobotGo is a Go-native, cross-platform Robotic Process Automation (RPA) tool for GUI automation, automated testing, and general computer use.
TypeScript-native multi-agent orchestration framework that automatically generates task DAGs from goals. Features MCP integration and live tracing for agent development.
Gumloop is a no-code platform for building and hosting AI-powered business automations, offering various pricing tiers to suit different needs.
GitHub is a leading AI-powered developer platform for collaboration, open-source project management, and software development, used by millions of developers and businesses.
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.
Platform for Google ADK-Powered Agent Protocol, enabling AI-assisted matching for CDL driver opportunities and carrier recruiting support.
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.
Integrates ServiceNow Product Catalog Management with enterprise stacks via native integrations and API coverage, deployable on Mindflow's agentic automation platform.
GitHub, an AI-powered developer platform, is used by millions for building software, with resources for education and partnerships.
Freddy AI Copilot features include ticket summarization, reply suggestions, field autofill, similar incident suggestions, resolution note generation, and help article generation.
GitHub repository likely related to Jido, focusing on code generation, execution, or management for AI agents. Includes documentation, pricing, and API documentation.
Manufact builds and maintains mcp-use, an open-source SDK for MCP servers, clients, and agents, and offers Manufact Cloud for deploying MCP applications.
This agent, built with Copilot Studio and Power Platform, automates the bug reporting and updating processes in software development.
Aident AI is a platform for building automations using natural language, enabling users to create AI-powered Playbooks for workflow automation.
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.
SiliconFlow is an AI platform for developers, offering fast deployment, fine-tuning, and operation of LLMs and multimodal models via simple APIs.
Provides infrastructure for autonomous coding, making agentic AI a safe, trusted, and integral part of the software development lifecycle with self-hosted infrastructure.
Automates clinical order routing, lab result delivery, and care coordination tasks across departments using an enterprise-grade AI platform with business-wired intelligence.
Documentation for xAI developers focusing on models, providing insights into their AI models and integration capabilities via OpenAPI specifications.
AgentRx is an automated diagnostic framework for pinpointing critical failures in complex AI agents, supporting more robust development and debugging.
Quick Automate handles multi-agent automation for complex enterprise processes, integrating agents across systems, UI, and API interactions for simplified business process management.
CodeDuet provides AI-powered development tools including intelligent code generation, analysis, and pair programming, compatible with OpenAI and Anthropic SDKs. Offers CLI tools and AI studio.
GitHub is a widely adopted developer platform for building software, hosting code repositories, and facilitating collaboration among millions of developers.
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.
WRITER AI Studio empowers business teams to build AI agents with AI-native governance and interoperability, offering an intelligent interface for enterprise work.
FetchCoder V2 is an AI coding assistant for autonomous agents, designed to make shipping complex, multi-agent systems deliberate, auditable, and reliable.
Conductor allows the creation of parallel AI coding agents in isolated workspaces, enabling review and merging of their code changes.
Peargent simplifies building powerful Python AI agents by providing tools and resources specifically for agent development.
High-performance web crawling platform for AI agents, offering scalable browser automation for web scraping and internet intelligence. Provides an AI browser agent platform.
Composio Connect integrates Shopify with Hermes, enabling autonomous agents for automated workflows, featuring just-in-time tool calls and secure delegated authentication across numerous apps.
AI Chatbot for Personal Property Appraisers that streamlines the appraisal process by providing instant property valuations and data analysis.
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.
GitHub is a developer platform offering AI-powered tools for code collaboration, software development, and managing repositories, issues, and pull requests.
Documentation portal for xAI, offering guides and information on how to use their products and services, with OpenAPI specifications available for integration.
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.
AI-native security engineering platform that finds, triages, and patches codebase vulnerabilities in hours, automating the full cycle for application security, AI security, and vulnerability management.
Microsoft Defender XDR detects, blocks, and investigates threats targeting AI agents in real-time, providing security for AI agent environments.
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.
Secure sandboxed cloud environments for running AI-generated code, making it easy to add code interpreting capabilities to AI applications.
Caregence by Inferenz is a healthcare-native Agentic AI platform that unifies systems, automates workflows, and enables real-time decisions for connected care.
NanoMind security classifier, hosted on Hugging Face, is an AI model designed for classifying security-related data or code. Offers documentation and API documentation.
Enterprise platform for rapidly building internal tools, deploying AI agents, and automating workflows.
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.
AI travel assistant for Messenger that finds the best hotel deals.
Automatic.co provides Multi-Agent Orchestration Systems for agentic AI automation, enabling businesses to automate complex processes.
Open-source CAD tool for AI agents to design, render, and export CAD files. Provides MCP server and CLI for build123d/CadQuery scripts with previews and export options.
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.
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.
An open-source, low-code platform for building AI agents and LLM orchestrations visually, enabling rapid development of AI-powered applications.
Manhattan offers ready-to-deploy AI agents designed to enhance B2B supply chain efficiency and decision-making, available for immediate customer use.
Claude Code is Anthropic's agentic coding system, designed to assist with software development tasks through AI-powered code generation and analysis.
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.
AI agents that deliver finished results by running in secure sandboxes, using connected tools, and shipping outcomes described in plain language.
Cross-branch semantic conflict detection engine for Git. Checks compatibility before merges by detecting mismatches in function signatures, HTTP routes, GraphQL schemas, OpenAPI specifications, and protocols.
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.
Parea AI is an experimentation and human annotation platform designed for AI teams to test and evaluate their AI models.
APIDNA provides vertically-trained agentic systems designed to reliably execute real-world workflows across enterprise environments, focusing on reconciliation, compliance, and process automation.
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.
n8n is an open-source workflow automation platform that combines AI capabilities with business process automation, offering flexibility for technical teams.
Starship Technologies is a leader in autonomous robot delivery, focusing on providing a future-forward delivery service using robots.
Browser Operator is an open-source, privacy-friendly AI browser for web research, analysis, and automation.
Aider is an AI pair programmer that runs in your terminal, supporting over 100 languages and Git integration for coding assistance.
Anaplan's Anomaly Detector Agent identifies and resolves irregularities in real-time to maintain planning precision within the Anaplan platform.
An open-source alternative to Claude Cowork, powered by opencode, aiming to provide a collaborative AI agent environment.
AgenticSeek is a fully local, autonomous AI agent that thinks and browses the web without requiring external APIs or subscription fees.
Rasa's AI Orchestrator connects tools, channels, and agents with context-aware control, managing state, directing tasks, and unifying experiences at scale.
Jotform's Nutrition Coaching Intake AI Agent template assists in collecting client data for personalized nutrition coaching services.
Open-source AI coding agent supporting local-first development, integrating with VS Code, JetBrains, and CLI, and offering access to 500+ models.
Part of Loop's Logistics Data Platform, this agent handles and manages exceptions within logistics operations.
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.
Revolutionizing Government Services with Microsoft AI-Powered WhatsApp Chatbot and AI Agent.
AgentPilot is a versatile workflow automation platform for creating, organizing, and executing AI workflows, aiming to empower developers and businesses in building software.
HCSS Copilot is a natural language AI assistant designed for the civil construction industry, offering AI tools for construction professionals.
UX Pilot is an AI-powered UX/UI design platform that helps product teams ideate, design, and hand off web and mobile applications in seconds, from wireframes to production-ready code.
Nuanced provides a space for clarifying intent with AI agents before they generate code, helping agents think before they build.
AI-powered solutions designed to automate manual work in pharmacies, aiming to maximize efficiency, increase productivity, and drive revenue growth.
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.
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.
Permitify is an AI co-pilot for building plan review, designed to increase speed and accuracy by offering AI-powered review, collaboration, and workflow integration.
Ascend.io offers an Agentic Data Engineering Platform, using AI agents to automate workflows, boost productivity, and scale data operations efficiently.
Laminar provides an AI-powered developer platform for building software, with documentation suggesting capabilities relevant to agent development and observability.
Sim Docs provides documentation for Sim, an open-source AI workspace designed for teams to build, deploy, and manage AI agents collaboratively.
Overview of Kindo Agents, which are autonomous and semi-autonomous automations designed to execute workflows on behalf of users within the Kindo ecosystem.
Agent-commerce infrastructure for monetizing MCP tools and AI/API products, enabling agents to purchase via USDC and earn affiliate commissions.
Hamming AI provides an enterprise platform for automated testing and production monitoring of voice and chat agents, including scenario generation and performance metrics.
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.
VYPR is an autonomous security platform offering SAST, vulnerability assessment, and penetration testing. Its AI-powered scanner provides comprehensive vulnerability analysis and exploit validation.
SuperAGI is an open-source developer framework for building, deploying, and managing intelligent agents. It facilitates the creation and operation of autonomous AI agents.
Set up Microsoft Copilot Studio agents to use generative AI for orchestrating interactions between other agents, topics, tools, and knowledge sources, enhancing agent capabilities.
Superbar is an AI-powered platform designed to streamline workflows and enhance productivity by managing and automating tasks.
CowAgent is an open-source AI assistant that thinks, plans, operates computers, and creates skills with long-term memory. It is listed on AI Indigo, an AI tool directory.
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.
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.
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.
AI interview assistant and meeting copilot providing real-time answers, coaching, and code help during job interviews.
Manus is an AI browser extension that automates tasks in premium platforms, CRMs, and authenticated services using local sessions with transparency and control.
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.
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.
AgentScope's A2A (Agent-to-Agent) communication protocol enables multiple agents to interact and collaborate, facilitating complex task execution through a distributed network.
Automa is an enterprise-grade AI automation platform for building autonomous AI agents and integrating RPA workflows for complex business operations.
Remote desktop software designed for AI agents to run on headless Macs, providing a powerful environment for AI computations and operations within the Apple ecosystem.
mech.app is an editorial platform featuring technical field notes on agentic AI projects, orchestration, automation infrastructure, developer tooling, financial systems, and security.
Regology offers an AI-powered platform with purpose-built AI agents designed for enterprise regulatory compliance.
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.
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.
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.
Clearly AI provides AI-powered security reviews to help ship secure software faster. It integrates with existing team workflows to offer automated threat modeling, design reviews, and smart risk triage.
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.
Agent CLI docs provide information on guardrails and observability for coding agents, linked to the Runtime project.
UiPath Business Automation Platform enables AI agents, robots, and people to deliver secure, compliant outcomes at scale.
Kore.ai offers AI for process automation, enabling the automation of complex business processes through event triggers, AI reasoning, decision-making, and human-in-the-loop capabilities.
Morph provides an AI agent platform for building and deploying autonomous agents, simplifying the creation of complex AI workflows.
Specific is a cloud platform built for coding agents, enabling them to write code and build the infrastructure required to run it.
Katonic AI's ACE Co-pilot is a sovereign enterprise AI assistant running on user infrastructure. It allows employees to search company knowledge, access 250+ AI models, and deploy agents securely without data leaving the premises.
Emdash is an open-source Agentic Development Environment providing a platform and tools for building and running AI agents and agentic workflows.
Tusk is an AI testing platform that generates unit and integration tests for coding agents, acting as an AI verification layer for software development.
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.
Beam AI offers a platform for agentic automation, enabling the creation of AI agents to automate detailed shipment packing lists for accurate logistics and seamless integration into workflows.
The official documentation portal for the Databricks Lakehouse Platform, offering comprehensive guides, tutorials, and API references for data engineering, data science, and machine learning.
An autonomous AI coding assistant and code generator designed to perform real work in software development.
No-code platform for building AI agents that leverage enterprise data. Allows users to create intelligent, data-driven agents without coding.
TerraAI is a smart farming copilot designed to assist with agricultural tasks, aiming to improve efficiency and yield through AI.
Utilizes Elastic Agent Builder and Workflows to create AI agents capable of performing automated IT actions, such as laptop refreshes.
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.
Automates customer workflows into SaaS using AI, enabling users to embed AI builders within their products for customer-driven app creation without engineers.
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.
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.
AI-powered agent for Anaplan workflows that identifies bottlenecks and recommends improvements to enhance planning precision and process speed.
ZeroHuman War Room is a CLI command center for coordinating AI-assisted software delivery across repositories, issues, agents, tools, reviews, and PRs.
Credal provides a control plane for enterprise agents, enabling the build, registration, and deployment of AI agents and MCP servers from a single platform. It acts as an agent registry for AI platform teams.
AI-powered voice learning simulation platform for law enforcement training, offering POST-aligned scenarios and real-time performance evaluations.
Autonoly offers a no-code platform for building autonomous AI agents that automate workflows, scrape data, and manage spreadsheets, allowing users to create self-running processes.
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.
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.
Comprehensive memory management tools for Claude Code, providing AI agents with structured processes to improve shipping speed and control.
Personalized internet experience leveraging AI to enhance visitor engagement, operating on a pay-as-you-go model without subscriptions.
Transforms browser tabs into automated workflows and tasks, enabling users to automate repetitive actions and processes.
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.
Blockchain App Factory offers an enterprise-grade AI CoPilot solution designed to boost productivity through automation, helping enterprises achieve new levels of efficiency and sustainable growth.
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.
Automotive service provider offering diagnostic resolution, EV/hybrid support, and workshop services with a dual A2A communication interface.
AI-powered platform for rapidly building scalable internal tools, designed to accelerate development and deployment.
WillowVoice offers AI-powered speech-to-text dictation software for Mac, Windows, and iPhone, enabling fast and accurate voice input for various applications.
TrustBoost sanitizes Personally Identifiable Information (PII) from text before it reaches LLMs, with blockchain-verified, on-chain proof of sanitization.
Claude team/agency command centre providing an all-in-one operations platform for SaaS, including session replay, monitoring, support, and code scanning.
Jotform's Tracking Manager AI Agent streamlines client progress tracking and data collection for businesses, offering a template for efficient workflow management.
ClawPanel is a cross-platform desktop application providing a visual management panel for multiple AI agent frameworks, including OpenClaw and Hermes Agent. It supports tool invocation for AI assistants.
SuperNinja is an autonomous AI coding assistant that writes, tests, debugs, and deploys full applications. It supports MCP and any API, working with over 25 languages, and features a dedicated VS Code VM per task.
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.
Bytebot is a self-hosted AI desktop agent that automates computer tasks by interacting with applications through the UI, mimicking human actions like screen interaction, clicking, and typing.
Operator is an AI agent powered by the Computer-Using Agent (CUA) model, combining GPT-4o's vision with advanced reasoning to execute tasks independently.
Public demo agent showcasing how AI agents become commerce-ready by creating paid tasks, holding funds in escrow, verifying delivery, and managing payments.
Microsoft Copilot Studio introduces 'computer use' functionality, enabling agents to interact directly with websites and desktop applications, expanding automation possibilities.
PyPI is the Python Package Index, a repository for software packages for the Python programming language, enabling developers to find, install, and publish Python packages.
AI Copilot integrates with monday.com to provide automation and insights using AI, leveraging models like ChatGPT, GPT-3.5, and GPT-4. Offers chatbot and AI assistant functionalities.
Lyzr is a platform designed to help enterprises move AI agent projects from proof of concept to production, ensuring governance, reliability, and scalability.
A2A intelligence endpoint for IT hardware parts, offering FLIS lookup, PN normalization, cross-references, and pricing intelligence for over 10.9 million parts.
An open-source curriculum introducing the Model Context Protocol (MCP) for beginners, covering topics like C#, Java, JavaScript, and MCP server/client implementations.














































































































