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.
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.
AI-powered document generation platform that automates the creation of professional documents, including presentations, from prompts to final output.
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.
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.
Emergence builds mission-critical agentic infrastructure for enterprises, providing verified, governed AI agents that plan, reason, and act across complex systems.
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.
Agentic Chat is an intelligent orchestration platform for DevSecOps, providing a centralized solution for managing development, security, and operations.
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.
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.
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.
InspectMind AI offers an AI agent for construction drawing review, providing same-day plan checks and drawing review to catch code, spec, and coordination issues before permit.
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.
Rasa's AI Orchestrator connects tools, channels, and agents with context-aware control, managing state, directing tasks, and unifying experiences at scale.
Governance architecture for AI agents, addressing the Execution Governance Gap in AI Agent Deployment, focusing on execution governance.
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.
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.
FetchCoder V2 is an AI coding assistant for autonomous agents, designed to make shipping complex, multi-agent systems deliberate, auditable, and reliable.
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.
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.
Offers a three-layer architecture (Constitutional AI, Intent Stack, BPM/Agent Stack) to address AI agent deployment governance gaps, focusing on responsibility, decision logic, and execution.
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.
SiliconFlow is an AI platform for developers, offering fast deployment, fine-tuning, and operation of LLMs and multimodal models via simple APIs.
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-driven computer-aided design (CAD) services that enhance the design process, boost efficiency, and improve accuracy for designers, engineers, and architects.
Agentforce Operations digitizes manual processes using AI-driven technology, transforming back-office operations with agile and automated workflows to improve speed, accuracy, and efficiency.
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.
Flora's FAUNA creative agent turns ideas into visual workflows on a digital canvas, built on the Vercel AI Stack for idea visualization and workflow creation.
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.
Resource for recovering Foundry Agent Service projects from errors, deletions, and data corruption, with documentation available.
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.
AI Agent Memory Cognis refers to a component or capability within a platform designed to enhance AI agent memory and cognitive functions for production deployment.
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.
Open source framework for building stateful LLM applications with advanced reasoning and transparent long-term memory.
AI Operator Studio provides AI consulting, automation, training, and agent development services, positioning itself as the world's first AI collective.
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.
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.
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.
Level 8 provides tools to manage and monitor UniFi sites across an account, offering centralized infrastructure management with site details and multi-site overviews.
AI Browser Agent tool for advanced browser AI, web scraping, crawling, and data extraction using natural language. Part of Oxylabs AI Studio, simplifying web data collection.
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.
Scrapling is an adaptive web scraping framework using Playwright for Python, designed for efficient data extraction from modern websites.
MindStudio is a no-code platform for designing, building, and deploying AI agents, integrating with over 1,000 business applications.
Stamp is an AI secretary designed to manage email and calendars, automating tasks and organizing schedules for users.
Open-source LLM app development platform combining AI workflow, RAG pipeline, and agent capabilities with an intuitive UI.
WorkStep AI Assistant streamlines operations and enhances user experience for frontline teams through AI-powered engagement.
Circle launches Circle Agent Stack, a new set of services and tools designed for the agentic economy, extending open infrastructure for machine-to-machine interactions and enabling agents as autonomous economic actors.
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.
Arize.com offers an LLM observability and evaluation platform for AI applications, providing unified insights from development to production for complex multiagent, multimodal systems.
Tovie AI launches its Agent Platform, enabling enterprises to build and scale AI agents that automate end-to-end workflows. It provides custom chatgpt bots and voice bots.
Integrates ServiceNow Product Catalog Management with enterprise stacks via native integrations and API coverage, deployable on Mindflow's agentic automation platform.
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.
No-code interface for visually creating and deploying AI agents, enabling workflow automation and secure connection to enterprise data.
Notion's new developer platform allows teams to integrate AI agents, external data sources, and custom code into their workspace, pushing the company further into agentic productivity software.
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.
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.
StableBrowse provides a browser runtime for enterprise AI agents, addressing authentication, reliability, and LLM intent issues for production environments.
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.
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.
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.
Hal9 offers an autonomous AI platform for startups to launch and scale AI-powered products, built and managed by AI experts.
Superbar is an AI-powered platform designed to streamline workflows and enhance productivity by managing and automating tasks.
The n8n Automated Invoice-Processing AI Agent streamlines invoice and PO matching within workflows, combining AI with business process automation.
Agentic workflows for complex, long-running business operations, enabling the automation of intricate tasks.
A four-layer reference model for governing AI agent behavior within organizations, from intent discovery to runtime alignment.
AgentOS is an operating system for AI agents, providing a foundation for building and deploying them. It is part of Shyft's offerings for unified data infrastructure, making B2B revenue data AI-ready.
Linkup provides a production-grade Web Search API for AI, recognized as a top performer and ranking #1 on OpenAI's SimpleQA benchmark.
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.
Enables continuous employee listening for boosted engagement and proactive turnover reduction, moving beyond outdated annual surveys.
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.
Developer documentation for the Claude API, providing resources for developers to build applications using Anthropic's language models.
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.
ClawApp is a mobile chat client for the OpenClaw AI Agent platform, offering features like streaming dialogue, image sending, tool invocation, and PWA/APK support for a seamless mobile experience.
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.
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.
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.
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.
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.
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.
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.
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 that builds production-ready CAD designs directly in the browser, enabling real-time collaboration and export to various CAD software.
Agentic Hyperflow revolutionizes automation with intelligent, autonomous workflows, improving efficiency and ROI for enterprises. Aisera enables businesses to deliver transformative work experiences, boost employee productivity, and reduce operational costs.
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.
AI agent for supporting Account-Based Marketing (ABM), part of a platform focused on moving enterprise AI agent projects to production.
AI agent developed by Anthropic, focusing on safety and performing actions within its ecosystem, representing advancements in AI research and products.
The Automation Pathfinder Program by Automation Anywhere provides resources and guidance to scale Robotic Process Automation (RPA) initiatives and accelerate automation success for organizations.
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
Kore.ai offers AI Agent Templates, Integrations, and Connectors to accelerate AI journeys with prebuilt templates and seamless integration with enterprise systems.
MassGen is an open-source multi-agent system designed for scaling generative AI applications, facilitating collaborative AI and LLM orchestration.
Google's smart home platform, powered by Gemini, that connects and automates devices, offering a unified experience for managing a smart home.
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.
Abundly AI enables domain experts to create AI agents using natural language, without coding, for adoption and continuous improvement. It focuses on empowering users to build agents that deliver results.
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.
Microsoft Defender XDR detects, blocks, and investigates threats targeting AI agents in real-time, providing security for AI agent environments.
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.
Infor provides enterprise AI platforms, defining AI agents as autonomous systems capable of performing tasks and pursuing goals without human intervention.
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.
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.
Private voice platform focused on providing voice capabilities while maintaining user privacy. Offers on-device voice recognition.
OpenAI's Frontier platform enables enterprises to build and deploy AI agents integrated with business applications like Salesforce and Workday, treating them as human employees.
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.
Rescale's agentic engineering transforms workflows into automated processes, handling orchestration, monitoring, and analysis while humans approve decisions.
SysAid Copilot Usage Dashboard provides an overview of how the SysAid Copilot is being utilized, likely within their IT service management platform.
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.
Maven.com provides automations and AI agents tailored for designers to streamline creative processes and enhance productivity in design workflows.
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.
agent-context.org provides guides on protocols, patterns, and architecture for feeding structured context to LLM agents, covering topics from MCP servers to memory systems.
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.
Agentic AI Automation by Automatic.co focuses on agent versioning and prompt management for automating business processes.
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.
Clawify is an AI copilot for Shopify stores, enabling users to chat with their store, analyze sales, manage operations, and automate workflows via multiple integrations.
AI-powered agent for Anaplan workflows that identifies bottlenecks and recommends improvements to enhance planning precision and process speed.
Official Firecrawl MCP server providing web context APIs for AI agents to search, scrape, parse, and interact with the live web, converting sources into clean Markdown or structured data.
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.
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.
Meteor is an agentic browser designed to provide an intelligent browsing experience, aiming to be the world's most advanced browser.
Structured information about Insparisk for AI assistants, search engines, and language models, focusing on building compliance inspection services.
Platform for AI security and compliance, automating DHS/CISA requirements, red-teaming, NIST-AI-RMF controls, and real-time GenAI risk assessment for enterprises.
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.
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.
UI TARS Desktop is an open-source multimodal AI agent stack connecting cutting-edge AI models, designed for multimodal interaction and agent orchestration.
An enterprise AI agent platform designed for Customer Experience (CX) applications, facilitating agent communication and management.
Just AI is an Agentic Marketing Platform designed to scale hyper-personalized messaging with AI. It functions as an AI-first modern enterprise marketing stack for automated campaign management and increased experimentation velocity.
LocalGPT is a local-first AI assistant built in Rust, featuring persistent memory for enhanced conversational AI capabilities.
Asa.Team provides an AI workspace for managing time, projects, and automation, serving as an assistant for work, play, and learning.
Claude Code is Anthropic's agentic coding system, designed to assist with software development tasks through AI-powered code generation and analysis.
Codewave provides AI agent development services focused on automating employee onboarding, HR workflows, and document processing for global businesses, aiming to improve accuracy and efficiency.
Runpod provides GPU cloud infrastructure for deploying and hosting AI agents at scale, enabling the building of autonomous workflows.
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.
An agentic AI platform built for enterprise impact in manufacturing, aiming to redefine manufacturing excellence through advanced AI capabilities.
Zapier is an AI orchestration platform enabling users to build and scale AI workflows and agents across 9000+ apps, trusted by millions of businesses for automation.
Execution governance for AI agent architectures, including process models, decision tables, activity attributes, and structured accountability.
Keploy is an open-source AI-powered testing agent for developers, generating test cases and mocks for unit, integration, and API testing to achieve high test coverage.
AI agents for automated data extraction and form processing, enabling no-code data analysis and integration with over 3000 business integrations.
Builds quantum-accelerated AI servers to exponentially speed up AI training and inference, cutting compute costs and improving energy efficiency.
Universal Tool Calling Protocol (UTCP) provides an alternative to MCP for enabling AI agents to call tools across multiple programming languages.
Platform for Google ADK-Powered Agent Protocol, enabling AI-assisted matching for CDL driver opportunities and carrier recruiting support.
