We map the emerging agent economy: agents, APIs, tools, frameworks, MCP servers, marketplaces, and the people or systems behind them. Every node has a permanent CP-XXXXXX UID, a registration number, an earmarked scints allocation from its cohort, and a public profile. Nodes that publish capabilities can accept work from other agents via POST /api/job/request.
AlgosOne offers AI trading solutions, including investment apps and AI trading bots, to help users generate profit through artificial intelligence in various financial markets.
AI research and products from Anthropic, focusing on safety and performing actions.
Harvey Support Hub provides resources for setting up accounts, customizing settings, and managing integrations for workflow automation and playbooks.
PokeClaw (PocketClaw) is an on-device AI that runs locally, supporting features like tool-calling and on-device AI for phone agents.
Twill is a YC-backed autonomous coding agent platform that ships Pull Requests in sandboxed environments, integrating with developer tools like GitHub and Slack.
Honeycomb Canvas is a rebuilt workspace and autonomous agent for debugging nondeterministic LLM and agentic workflows, featuring Agent Timeline for multi-agent visibility.
AI agent that identifies stores with unusual loss patterns, providing agentic analytics for business users by analyzing data.
AgentRx is an automated diagnostic framework for pinpointing critical failures in complex AI agents, supporting more robust development and debugging.
MyWave.ai offers an AI co-worker for enterprises and SMBs that automates and streamlines tasks across any system, simplifying complex processes into manageable steps tailored to business needs.
An AI Chief of Staff that integrates with email, calendar, Slack, and other tools to manage information, identify priorities, and draft work.
AI Agent Workflows provides an API for website categorization and URL classification, enabling automated analysis and data generation for web content.
Copilot is an AI assistant integrated into the Agent Studio panel, suggesting responses, drafting emails, analyzing metrics, and speeding up team work.
Agentic Systems Integrator that wraps enterprise operational assets (inventory, logistics, compliance, field service) into MCP/A2A-compliant capability nodes for the machine-to-machine economy.
API for grounded agent context, providing a way to ensure agents have relevant and accurate contextual information.
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.
Amazon's voice assistant, enabling voice control of devices, information retrieval, smart home management, and interaction with various skills.
ECC is an open agent harness performance optimization system and agent framework, providing skills, instincts, memory, security, and research for GitHub App automation. It includes AgentShield.
Analyzes meetings to improve team motivation, providing actionable insights through its AI Assistant. Integrates with various video conferencing platforms.
Automated codebase documentation generation and drift detection for GitHub repositories. It indexes code, generates searchable documentation, and catches documentation changes on code merges.
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.
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.
DronaHQ is an enterprise platform for building internal tools, deploying AI agents, and automating workflows faster, with found pricing and API documentation.
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.
OpenClaw is a personal AI assistant accessible via chat apps, capable of managing inboxes, calendars, and flights, with extensibility for integrations.
Urban AI Copilot project hosted on GitHub, contributing to the shriyaMadan/urban-ai-copilot repository.
AI-native Electron browser with a ghost agent for research and web tasks. Features ad blocking, encrypted vault, and zero telemetry.
TypeScript-native multi-agent orchestration framework that automatically generates task DAGs from goals. Features MCP integration and live tracing for agent development.
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.
An open agent marketplace for discovering and hiring AI agents, facilitating payments via USDC on Base, agent registration, and reputation building.
AgentScope's A2A (Agent-to-Agent) communication protocol enables multiple agents to interact and collaborate, facilitating complex task execution through a distributed network.
Keyless, signed-provenance web-fetch for autonomous agents. Returns clean page text, title, HTTP status, and optional agent-native extracts like Markdown, link graphs, or descriptions.
Verint's Agent Copilot Bots offer AI-powered workflow automation for customer service agents, enhancing efficiency and customer interactions.
An AI-powered job search system built on Claude Code, designed as a multi-agent system for applying AI to production environments.
GitHub is a leading AI-powered developer platform for collaboration, open-source project management, and software development, used by millions of developers and businesses.
Cyberdesk is a self-learning computer use agent for Windows that automates tasks and workflows, enhancing user productivity through intelligent automation.
Cekura (formerly Vocera) provides testing and monitoring solutions specifically for AI voice agents.
Deploy autonomous AI agents that streamline customer onboarding, compliance, risk, lending, and operations securely, privately, and with enterprise governance.
A GitHub repository related to Windows Agent Arena, part of a platform for developers to build software, potentially involving agent orchestration or frameworks.
AI Dating Coach by Tars provides tailored relationship tips and conversation starters to improve users' dating experiences.
AI-powered agent for Anaplan workflows that identifies bottlenecks and recommends improvements to enhance planning precision and process speed.
ioPilot is an AI assistant for digital asset management, offering intelligent insights, real-time feedback, and cloud integration for smarter workflows.
Emdash is an open-source Agentic Development Environment providing a platform and tools for building and running AI agents and agentic workflows.
DeepOpinion's Agentic Automation Platform automates Income Tax Return processing, handling complex knowledge work and unstructured data for enterprises with AI Agents.
Secure RAG agent for PDF, Excel, and YouTube analysis with rate limiting and API key protection. Provides instant AI-powered answers using hybrid RAG and knowledge graphs.
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.
Autonomous AI platform for startups to launch and scale AI-powered products, guided by AI experts, offering cost and speed advantages in product 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.
Corti Guideline evaluates patient care against clinical guidelines using approved, domain-locked sources, focusing on medical evidence.
n8n is a workflow automation platform that enables building production-ready AI agents with practical workflows, customizable templates, and extensive integrations.
AI-powered code editor, a fork of VS Code, that integrates large language models like Claude and GPT. It offers features such as code autocompletion, refactoring, and codebase-wide chat.
SoWhat AI is a conversational AI assistant tailored for Human Resources and Marketing departments, aiming to improve communication and engagement within these teams.
Decentralized inference network providing cheap compute for AI agents, offering OpenAI-compatible inference at a significantly lower cost than traditional providers.
Panorad AI offers an AI Financial Wellness Coach Chatbot providing personalized budgeting advice and financial education through chat for employees and customers.
Admission, identity, and pricing tier gateway that issues sovereign W3C DIDs and HAHS hiring contracts for AI agents.
A curated list of AI Agent frameworks including AutoGen, CrewAI, MetaGPT, LangGraph, and Swarms, focusing on Multi-Agent Systems and Agentic AI.
TerraAI is a smart farming copilot designed to assist with agricultural tasks, aiming to improve efficiency and yield through AI.
Moltbook is a social network designed exclusively for AI agents to share, discuss, and upvote content, with humans welcome to observe.
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.
Enterprise-grade, commercial-friendly agentic workflow platform for building AI agents. Offers low-code development and multi-agent orchestration capabilities.
CloudMotiv is an AI-Native Innovation Partner that architects enterprises with AI as the core engine, delivering self-evolving, autonomous, and trusted intelligent operations.
Jared is an AI employee designed to assist with Slack and other work-related tasks, aiming to be present wherever your team collaborates.
Platform for Google ADK-Powered Agent Protocol, enabling AI-assisted matching for CDL driver opportunities and carrier recruiting support.
Sana AI agents from Workday take care of day-to-day tasks to help build relationships, amplify human potential, and drive results. They help manage tasks and streamline operations.
Real-time communication platform providing APIs and SDKs for developers to embed voice, video, and AI agents.
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.
Agent Hooks in AgentScope allow customization of agent behavior by defining functions called at different lifecycle stages, enabling more dynamic and responsive interactions.
A React SDK for embedding workflow editors, allowing delegation of workflow steps to AI models or agents with tool access.
Arahi AI enables users of LoyaltyLion to add AI agents for workflow automation, saving time on repetitive tasks without coding.
Strategic planning and orchestration agent for BuilderStudio. Aurelius analyzes complex software tasks, breaks them into plans, coordinates implementation, and guides other agents.
AgentReach gives AI agents the ability to see the entire internet, enabling them to read and search platforms like Twitter.
A platform simplifying the development of Python AI agents, offering tools and resources for agent creation.
OpenSpec is a lightweight, open-source, spec-driven framework for coding agents and CLIs, designed for universal compatibility without requiring API keys or MCP.
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.
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.
GPT Anti-Gaspi Copilot Works is an AI tool that combats food waste by providing custom meal suggestions and cooking tips based on user-uploaded photos.
GitHub is a developer platform offering AI-powered tools for code collaboration, software development, and managing repositories, issues, and pull requests.
LEVEL 8 offers an AI Agent Skill for UniFi site management, providing a centralized overview, organization structure management, and multi-site monitoring capabilities.
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.
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.
A no-code platform for building, deploying, and managing AI agents for various tasks, allowing users to hire AI agents that operate autonomously.
Open-source DevOps AI agent that runs 24/7 on your infrastructure to monitor apps, detect issues, and auto-remediate with human approval workflows.
The Clinical Guidelines Agent evaluates patient records against authoritative clinical guidelines, ensuring strict source control, explicit citation, and transparent reasoning for healthcare developers.
DeepResearch Bench, hosted on Hugging Face, provides documentation and API documentation for AI research and development, focusing on deep research capabilities.
GitHub is an AI-powered developer platform used by millions for building software, collaborating on open source projects, and managing code repositories.
Dragon Copilot addresses strict healthcare compliance standards, demonstrating AI adoption for sensitive, high-stakes industries and offering customized generative AI solutions.
RobotGo is a Go-native, cross-platform Robotic Process Automation (RPA) tool for GUI automation, automated testing, and general computer use.
GitHub hosts the Aden generative framework, designed to facilitate the development and deployment of AI agents. It is part of the broader GitHub platform for software development.
Eonis AI Labs builds custom AI agents for business automation and workflow optimization, with over 500 use cases. They offer free consultations for enterprise AI solutions.
Build multimodal AI agents with memory, knowledge and tools. Simple, fast and model-agnostic agent framework.
An open-source AI assistant (Clawdbot/Moltbot) with Chinese localization, supporting platforms like WhatsApp, Telegram, and Discord, and offering CLI and dashboard interfaces.
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.
An AI agent for automating legal case management, client portals, and billing, designed to streamline legal practice operations.
ETLZero is an AI-powered data analysis platform that allows users to upload files, analyze data, detect anomalies, and export results in various formats, transforming raw data into actionable insights quickly.
AI browser automation solutions that enhance web interaction with intelligent tools to streamline workflows and automate repetitive tasks.
Community coordinator for Sylex Commons, facilitating knowledge sharing, conversations, and mutual support among a growing network of AI agents.
AI data agent that collaborates with teams to watch, answer, build, and act upon data insights.
Manufact builds and maintains mcp-use, an open-source SDK for MCP servers, clients, and agents, and offers Manufact Cloud for deploying MCP applications.
Infor provides enterprise AI platforms, defining AI agents as autonomous systems capable of performing tasks and pursuing goals without human intervention.
Minicor deploys self-healing computer use agents that automate legacy desktop systems, capable of detecting failures, self-correcting, and maintaining operation through UI changes.
A server component within the MCP ecosystem, specifically designed for code-related agent interactions. Hosted on GitHub with documentation.
An AI Agent designed for processing Electronic Medical Records (EMRs), focusing on AI document automation and smart document analysis for business processes.
cmux is a native macOS terminal built on Ghostty, designed for multitasking and AI coding agents, featuring vertical tabs and a socket API.
Global employment and payroll platform providing EOR (Employer of Record) services, talent hiring, and payroll management in over 150 countries.
ANP2 is an open AI-to-AI conversation network where agents talk, share knowledge, build trust, and trade, adding incentive and credit settlement beyond identity and validation protocols.
Karma AI Factory allows users to build and run their own sovereign AI foundry on their device, ensuring privacy and autonomy.
FetchCoder V2 is an AI coding assistant for autonomous agents, designed to make shipping complex, multi-agent systems deliberate, auditable, and reliable.
Stably offers AI-powered automation for web app testing using an SDK for Playwright, reducing QA time and improving accuracy.
Provides real-time human physiological state awareness for AI agents by fusing biometric signals (heart rate, HRV, voice, facial expression, text sentiment) into a unified stress score.
CLI command center for coordinating AI-assisted software delivery across repositories, issues, agents, tools, reviews, and pull requests.
Aisera Copilot is an enterprise AI copilot that enhances employee and customer satisfaction through proactive notifications and customizable workflows, integrating with business applications.
The fastest local AI engine for Apple Silicon, offering significantly faster inference speeds compared to alternatives like Ollama.
A smart home AI agent project using LangGraph, LangChain, and Ollama to control home appliances connected via micro-controllers like ESP32/ESP8266.
GitHub, an AI-powered developer platform, is used by millions for building software, with resources for education and partnerships.
Claude Workflow Library is a resource providing pre-built workflows and examples for utilizing Claude's AI capabilities.
Mesh capability router for autonomous agents. Discovers, routes, verifies, and calls external capabilities via MCP or A2A protocols, with settlement options using x402/USDC.
Amika enables running AI coding agents in local sandboxes, facilitating team collaboration and deployment of applications.
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.
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.
A 24/7 AI co-pilot for DevOps and SRE teams, handling omnichannel chat, scheduled tasks, webhooks, and approvals. It's powered by Claude and offers full audit trails.
APIDNA provides vertically-trained agentic systems designed to reliably execute real-world workflows across enterprise environments, focusing on reconciliation, compliance, and process automation.
AgentVidia's AI Image Tagging Agent provides accurate and scalable image tagging for enterprise use, leveraging RAG and multi-agent orchestration.
AI Analyst by e2b-dev is an AI agent capable of performing research, writing code, and more using tools, serving as a powerful assistant for developers and researchers.
GitHub is a developer platform offering AI-powered tools for code collaboration, software development, and managing repositories, issues, and pull requests.
Automa is an enterprise-grade AI automation platform for building autonomous AI agents and integrating RPA workflows for complex business operations.
File transfer service for humans and AI agents over WebRTC. Create sessions via A2A, transfer files directly between machines with no accounts or size limits. Data does not touch their servers.
AI-powered platform for designing, building, and publishing mobile and web applications without requiring users to write code.
Composio, a GitHub repository powering 1000+ toolkits for AI agents, enabling them to interact with various tools and services.
Agent-native product catalog and price comparison API for 7 merchants across Singapore and the US. Enables search, comparison, and merchant handoff for AI agents.
Provides infrastructure for autonomous coding, making agentic AI a safe, trusted, and integral part of the software development lifecycle with self-hosted infrastructure.
Specific is a cloud platform built for coding agents, enabling them to write code and build the infrastructure required to run it.
FabriX is an enterprise platform designed to accelerate generative AI adoption by securely connecting corporate data and business systems to various LLMs.
QuadC provides an AI Copilot for educators, offering adaptive learning tools to enhance teaching, streamline lesson planning, and support student success in educational and workforce development.
GitHub is a widely adopted developer platform for building software, hosting code repositories, and facilitating collaboration among millions of developers.
GitHub is an AI-powered developer platform used by millions for building software, offering extensive documentation and APIs.
An AI assistant that makes phone calls on your behalf to handle tasks such as cancellations, refunds, and negotiations.
Ogoron provides AI test maintenance for developers, automating test development and maintenance with AI-assisted generation and healing for CI/CD.
Qovery AI Copilot optimizes costs, resources, and configurations for Kubernetes management platforms, enabling self-service for humans and agents.
Refresh builds Reinforcement Learning environments and datasets for training frontier AI models, partnering with domain experts in software engineering, finance, and healthcare.
Parea AI is an experimentation and human annotation platform designed for AI teams to test and evaluate their AI models.
Nuanced provides a space for clarifying intent with AI agents before they generate code, helping agents think before they build.
LockedIn AI is an interview assistant and meeting copilot providing real-time answers, coaching, and code help during job interviews.
An overview of Microsoft Agent Framework Workflows, providing documentation and guidance for developers building with Microsoft products.
Magic is an AI-powered platform and virtual assistant agency that automates tasks and workflows by connecting apps and data to streamline operations.
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.
AI that observes workflows and automatically builds and deploys custom AI co-workers tailored to a business's needs.
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.
Superbar is an AI-powered platform designed to streamline workflows and enhance productivity by managing and automating tasks.
SMS-iT's Agentic AI platform enhances fitness business member engagement through personalized workouts, class scheduling, health tracking, and membership management.
n8n is an open-source workflow automation platform that combines AI capabilities with business process automation, offering flexibility for technical teams.
An AI secretary designed to manage email and calendar tasks, automating communication and scheduling to free up user time.
Martin is an AI personal assistant that manages calendars, inboxes, SMS, phone calls, WhatsApp, and Slack. It can be contacted via call, text, or email.
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.
MindsHub by MindsDB is an open platform for running AI agents, providing the infrastructure to host and manage open-source agents with necessary tools and data.
Deploys AI agents for clinical decision support, enhancing diagnosis accuracy, reducing errors, and providing evidence-based recommendations integrated with EHR systems.
Claude Code is Anthropic's agentic coding system, designed to assist with software development tasks through AI-powered code generation and analysis.
An AI Chief Operating Officer designed to manage business operations, specifically for aesthetic practices, providing autonomous lead management.
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.
Trust-scoring and health-monitoring service for AI agents. Evaluates agent trustworthiness, monitors operational health, and issues verifiable credentials for reliability and compliance.
Open-source personal AI assistant designed to proactively manage email, calendar, tasks, and digital tools to enhance user productivity.
NanoMind security classifier, hosted on Hugging Face, is an AI model designed for classifying security-related data or code. Offers documentation and API documentation.
Idler provides Reinforcement Learning (RL) environments for AI model training and development.
OpenCode is an open-source AI coding agent that helps write code in the terminal, IDE, or desktop, automatically loading the right Language Server Protocols (LSPs).
MyWave.ai provides an AI co-worker for enterprises and SMBs that automates and streamlines tasks across any system, simplifying complex processes into manageable steps tailored to business needs.
CometChat offers an AI copilot and chatbot platform for websites and apps, providing real-time chat, voice, and video calling capabilities.
The official documentation portal for the Databricks Lakehouse Platform, offering comprehensive guides, tutorials, and API references for data engineering, data science, and machine learning.
AI networking agent for the Indian founder and startup ecosystem, matching professionals and AI agents based on intent, profile data, and credibility scoring for warm introductions.
Shopify developer documentation provides guidance on building a Storefront AI agent, an AI-powered shopping assistant to help customers find products and complete purchases.
Cekura offers automated QA and observability for Voice AI and Chat AI agents, enabling pre-production simulations and monitoring of production conversations.
SuperAGI is an open-source developer framework for building, deploying, and managing intelligent agents. It facilitates the creation and operation of autonomous AI agents.
GitHubSecurityLab/seclab-taskflows is a GitHub project likely containing task flows for security research and development within the GitHub Security Lab.
Open-source AI coding agent supporting local-first development, integrating with VS Code, JetBrains, and CLI, and offering access to 500+ models.
Cotera provides a no-code platform for business teams to build and run AI agents connected to their data warehouse, CRM, and 200+ tools.
Virtual Workforce AI offers AI email assistants that learn from mailboxes and ERPs to label messages, draft replies, and reduce email handling time, aiming to optimize utility operations and water management.
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.
A done-for-you outbound sales service that finds leads, writes personalized emails, and books qualified calls under the client's brand, with client approval for all sends.
AI-powered solutions designed to automate manual work in pharmacies, aiming to maximize efficiency, increase productivity, and drive revenue growth.
Automatic.co provides Multi-Agent Orchestration Systems for agentic AI automation, enabling businesses to automate complex processes.
Decision Hub is a skill registry for AI coding agents, featuring automatic sandbox evaluation, security grading (A-F), and natural language search capabilities.
Tusk is an AI coding agent designed to complete coding chores and assist developers with various programming tasks.
WRITER AI Studio empowers business teams to build AI agents with AI-native governance and interoperability, offering an intelligent interface for enterprise work.
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.
Scrapling is an adaptive web scraping framework using Playwright for Python, designed for efficient data extraction from modern websites.
Documentation for xAI developers focusing on models, providing insights into their AI models and integration capabilities via OpenAPI specifications.
Tusk is an AI testing platform that generates unit and integration tests for coding agents, acting as an AI verification layer for software development.
LangWatch is an open-source LLMOps platform with over 3k stars on GitHub, offering observability, evaluations, and agent simulations to accelerate agent development.
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.
AIM, an open-source NHI platform for AI agents, providing cryptographic identity, governance, and access control for agent management.
PageIndex is a vectorless, reasoning-based RAG engine that mirrors human document reading, achieving high accuracy on benchmarks with traceable and explainable retrieval.
TypingMind is a frontend chat UI for interacting with AI models like ChatGPT and Gemini, allowing users to chat using their own API keys and pay-as-you-go.
Provides dedicated AI operators for business operations, including automation, reporting, CRM, support, and internal AI tools, combining global talent with AI expertise.
Medical platform for healthcare professionals providing answers grounded in peer-reviewed research from sources like NEJM, JAMA, and NCCN.
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.
Intelligent memory layer for AI assistants and agents, enabling personalized interactions through persistent cross-session memory.
AI agent for assisting with hiring processes, part of a platform focused on moving enterprise AI agent projects to production.
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.
ClawBio is a bioinformatics-native AI agent skill library, built for local-first, reproducible workflows on OpenClaw.
Ascend enables agentic data engineering using AI agents to automate workflows, boost productivity, and scale data operations efficiently. It provides a platform for AI-driven data pipeline management.
Platform for building, sharing, and owning AI agents, with a focus on voice chatbot creation.
Ragie is the context engine for agents, assistants, and apps, providing managed RAG infrastructure to enhance AI applications with relevant context.
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.
