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.
AREAL (Agent Reinforcement Learning Bridge) is a simplified and flexible framework for integrating reinforcement learning with LLM-based agent applications.
AI Agent Workflows provides an API for website categorization and URL classification, enabling automated analysis and data generation for web content.
Auto-dispatch copilot CLI instances based on GitHub issues. A tool for managing and automating copilot CLI deployments triggered by GitHub events.
A curated list of awesome open source libraries to deploy, monitor, version and scale agentic applications and systems.
Open-source benchmark for evaluating AI browser agents, featuring a live leaderboard ranking agents on real-world tasks. Uses a two-stage scoring system with HTTP request interception and LLM judging.
Valyu provides a search API for AI agents, offering access to web and proprietary data including PubMed, SEC filings, clinical trials, and financial data.
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.
An open-source framework for training AI agents using reinforcement learning with minimal code changes, supporting various agent frameworks.
HiClaw is an open-source Collaborative Multi-Agent OS for transparent, human-in-the-loop task coordination via Matrix rooms, facilitating agent communication and management.
GitHub's machine learning team enhanced Copilot's contextual understanding for more relevant suggestions, addressing LLM processing limitations.
Valyu offers a search API for AI agents, enabling access to web and proprietary data such as PubMed, SEC filings, and clinical trials.
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.
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.
A curated list of AI Agent frameworks including AutoGen, CrewAI, MetaGPT, LangGraph, and Swarms, focusing on Multi-Agent Systems and Agentic AI.
Autonomous agent for Kubernetes incident management (detection, diagnosis, mitigation) using LLMs, LangChain, LangGraph, and MCP servers.
Trigger.dev is an open-source platform for building and deploying fully-managed AI agents and workflows using TypeScript, featuring long-running tasks, retries, queues, observability, and elastic scaling.
AI Agent is a tool found on FlowHunt designed to help users build teams of AI agents for various tasks, with pricing information available.
Enterprise-grade, commercial-friendly agentic workflow platform for building AI agents. Offers low-code development and multi-agent orchestration capabilities.
Cloudflare Skills refers to capabilities for building and deploying AI agents, potentially integrated with Cloudflare's network services. Available on GitHub.
GitHub is an AI-powered developer platform used by millions for building software, collaborating on open source projects, and managing code repositories.
Native command-line interface for AI agents, enabling control over any application through OS access for desktop automation.
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.
A GitHub project focused on automated unit test generation using AI, providing tools and code for AI-driven testing.
GitHub repository potentially related to Jido, focusing on chat functionalities or agent communication. Includes documentation, pricing, and API documentation.
GitHub is a developer platform offering AI-powered tools for code collaboration, software development, and managing repositories, issues, and pull requests.
Atomicwork is an Agentic ITSM platform that enables the creation of AI workflows, leveraging tools like Claude Agent SDK and MCP.
Adds an autonomous execution mode for agents, allowing proactive scheduling of follow-up actions and environmental discovery without user messages.
Valyu provides a unified search API for AI agents, offering access to web, PubMed, SEC filings, clinical trials, patents, arXiv, and financial data.
Gumloop is a no-code platform enabling users to build, host, and deploy AI-powered business automations without requiring extensive coding knowledge.
Build.inc developed Dougie, a multi-agent system using LangGraph for orchestrating complex commercial real estate development workflows, particularly for data center projects.
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.
The QVeris Agent Toolkit is an open-source collection of tools for the QVeris capability routing network. It includes a CLI and SDK, enabling developers to discover, inspect, and call verified capabilities through a unified protocol.
GitHubSecurityLab/seclab-taskflows is a GitHub project likely containing task flows for security research and development within the GitHub Security Lab.
A GitHub repository related to Windows Agent Arena, part of a platform for developers to build software, potentially involving agent orchestration or frameworks.
Python framework for building reliable AI applications, featuring risk detection, structured output generation, and LLM guardrails to ensure safety and correctness.
Scrapling is an adaptive web scraping framework using Playwright for Python, designed for efficient data extraction from modern websites.
TerraAI is a smart farming copilot designed to assist with agricultural tasks, aiming to improve efficiency and yield through AI.
Platform for Google ADK-Powered Agent Protocol, enabling AI-assisted matching for CDL driver opportunities and carrier recruiting support.
Duralang is a decorator that transforms LangChain LLM, tool, and MCP calls into Temporal Activities, enabling durable execution for AI agent workflows.
AgentReach gives AI agents the ability to see the entire internet, enabling them to read and search platforms like Twitter.
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.
Zenity Labs provides research, tools, and talks focused on securing AI agents, aiming to enhance the safety and reliability of artificial intelligence systems.
A GitHub repository offering 50+ tutorials and implementations for Generative AI Agent techniques, covering basic conversational bots to advanced multi-agent systems.
A personal project page for SRE Agent hosted on marcellomartini.tech, likely showcasing research or a demo related to Site Reliability Engineering agents.
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.
Microsoft Autogen is a framework for building multi-agent AI systems that can work autonomously alongside humans.
A server component within the MCP ecosystem, specifically designed for code-related agent interactions. Hosted on GitHub with documentation.
An open-source browser agent designed for autonomously performing complex tasks on the web, supporting multiple LLMs like Claude 3 and Gemini Pro.
The fastest local AI engine for Apple Silicon, offering significantly faster inference speeds compared to alternatives like Ollama.
LangWatch is an open-source LLMOps platform with over 3k stars on GitHub, offering observability, evaluations, and agent simulations to accelerate agent development.
Documentation for Automation Co-Pilot, providing resources and tutorials for users on their automation journey with Automation Anywhere.
Provides infrastructure for autonomous coding, making agentic AI a safe, trusted, and integral part of the software development lifecycle with self-hosted infrastructure.
GitHub Security Lab framework, discussed on the GitHub blog, likely provides tools or methodologies for security-focused agent development and research.
seclab-taskflow-agent is a Python package on PyPI for building and managing task flows, likely related to security or agent operations. Focuses on the Python programming language.
Rapid AI Copilot Framework for accelerating success with Microsoft Copilot Studio and Azure AI Foundry, following agile principles.
An Akka sample demonstrating an agent that responds to emails using LLM integration and tools, found in the akka-samples/real-estate-cs-agent repository on GitHub.
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).
Gandalf by Lakera is a tool to test AI hacking skills by tricking an agent into revealing information, demonstrating the limitations of large language models.
GitHub, an AI-powered developer platform, is used by millions for building software, with resources for education and partnerships.
GitHub repository likely related to Jido, focusing on connectivity aspects or integration capabilities for agents. Includes documentation, pricing, and API documentation.
Claude Workflow Library is a resource providing pre-built workflows and examples for utilizing Claude's AI capabilities.
GitHub is a widely adopted developer platform for building software, hosting code repositories, and facilitating collaboration among millions of developers.
GitHub repository likely focused on database interactions or management for Large Language Models (LLMs), potentially for agent memory or data storage. Includes documentation, pricing, and API documentation.
Jido is an open-source agent framework for Elixir, built for distributed, autonomous agents with fault tolerance, tool calling, and multi-agent coordination.
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.
DeepCode is an open agentic coding agent project focused on Paper2Code, Text2Web, and Text2Backend code generation, stemming from academic research.
Rapid agent development framework in Python for building autonomous AI agents, supporting multiple LLM providers and tool integration.
Automaker is an open-source AI software engineer for agented coding, enabling autonomous AI agents to build, run, and fix code for entire applications.
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.
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.
OpenClaude is an open-source, model-neutral, terminal-first AI agent framework that runs anywhere and uses anything, facilitating AI agent development.
DeepTutor is an agent-native personalized learning assistant developed by HKUDS, hosted on GitHub. It aims to provide adaptive educational experiences.
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.
LangChain Deep Agents documentation provides resources for developing applications powered by language models, including extensive documentation and API references for the LangChain framework.
Build AI agents and multi-agent workflows in .NET and Python with Microsoft Agent Framework.
GitHub is an AI-powered developer platform used by millions for building software, offering extensive documentation and APIs.
Taskflow Agent, mentioned in a GitHub blog context, likely relates to agent patterns for software development and workflow automation.
Methodology related to agent development, likely found on GitHub, detailing approaches and best practices for building AI agents.
GitHub's solution library provides code examples, templates, and tools to help developers build and deploy applications and agents on the platform. Includes documentation.
Framework for orchestrating role-playing, autonomous AI agents that collaborate to complete complex tasks.
TypeScript AI agent framework with assistants, RAG, and observability. Supports GPT-4, Claude, Gemini, Llama.
Lyzr is a platform and team focused on moving enterprise AI agent projects from proof of concept to production, ensuring governed, reliable, and scalable operation.
Open source framework for building stateful LLM applications with advanced reasoning and transparent long-term memory.
Anchor Browser provides secure infrastructure for computer use agents, focusing on the operational aspects and limitations of AI agents in production.
NanoMind security classifier, hosted on Hugging Face, is an AI model designed for classifying security-related data or code. Offers documentation and API documentation.
KrishiMitra AI is a multimodal AI copilot for Indian farmers, providing hyperlocal, data-driven advice via a Telegram bot.
Openclaw is an open-source AI automation framework for developers, enabling the creation of programmable AI workflows and integration with various services.
kubernetes-sigs/agent-sandbox is a GitHub repository focused on Kubernetes agent development and sandboxing environments.
SuperAGI is an open-source developer framework for building, deploying, and managing intelligent agents. It facilitates the creation and operation of autonomous AI agents.
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.
Kore.ai documentation for building and deploying AI agents at enterprise scale, emphasizing quick, secure, and flexible implementation.
GitHub is a comprehensive platform for software development, collaboration, and version control, offering extensive code search and repository hosting.
Launchonomy is a system for orchestrating AI agents to complete missions through consensus, providing a framework for managing and coordinating agent activities.
An AI agent designed for web scraping tasks, leveraging artificial intelligence to automate the process of extracting data from websites efficiently.
Intelligent memory layer for AI assistants and agents, enabling personalized interactions through persistent cross-session memory.
An open-source, low-code platform for building AI agents and LLM orchestrations visually, enabling rapid development of AI-powered applications.
This repository is for contributing to the development of agentic AI immersion experiences on Azure, focusing on agent-based AI applications.
Node.js SDK for interacting with GitHub's services, enabling developers to programmatically access and manage GitHub features. Includes documentation, pricing, and API documentation.
GitHub repository likely associated with Jido, potentially related to agent development, AI research, or specific agent functionalities. Includes documentation, pricing, and API documentation.
An open-source curriculum introducing the Model Context Protocol (MCP) for beginners, covering topics like C#, Java, JavaScript, and MCP server/client implementations.
A GitHub repository containing various autonomous agent examples and implementations, exploring different autonomous agent functionalities.
AgentShield Repo is a GitHub repository likely containing code and resources related to the AgentShield project, which may involve agent security or management.
VoltAgent's AI agent platform is an open-source project for building multi-agent systems with orchestration, memory, RAG, workflows, and enterprise observability.
Open-source project focused on agent development and automation, likely providing tools or frameworks for building AI agents.
Vocode Core is a software development kit or framework for building voice-enabled AI agents, enabling custom voice interactions. Hosted on GitHub.
Task-driven autonomous agent system leveraging LLMs, vector search, and LangChain for efficient task completion, generation, and prioritization.
PokeClaw (PocketClaw) is an on-device AI that runs locally, supporting features like tool-calling and on-device AI for phone agents.
AI agent runtime for production, managing lifecycle, state, compute, and external interactions for reliable and secure operation.
GitHub repository related to 'agentevals', likely for evaluating AI agents. Facilitates development, testing, and contribution to agent evaluation frameworks.
AgentRx is an automated diagnostic framework for pinpointing critical failures in complex AI agents, supporting more robust development and debugging.
Python SDK for interacting with GitHub's services, enabling developers to programmatically access and manage GitHub features. Includes documentation, pricing, and API documentation.
Documentation portal for xAI, covering topics such as multi-agent systems and developer resources, with OpenAPI specifications available for integration.
Agent Device is a command-line interface for AI agents, designed to control iOS and Android devices for mobile automation tasks.
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.
Valyu provides a search API for AI agents, offering unified access to proprietary data sources like PubMed, SEC filings, clinical trials, patents, arXiv, and financial data.
OpenCLI is a universal CLI Hub and AI-native runtime that transforms any website, Electron app, or local binary into a standardized command-line interface.
AI SDK Agents is a full-stack platform offering 100+ production-ready AI agent patterns, workflows, tools, and chat UI components, built with TypeScript and React on the Vercel AI SDK.
Mirror of the Basalt repository on GitHub, a project related to AI or computer vision, indicated by its presence in the meta claw.
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.
Urban AI Copilot project hosted on GitHub, contributing to the shriyaMadan/urban-ai-copilot repository.
Open-source protocol for creating, deploying, and managing autonomous AI agents across social platforms and web3.
AgentScope's A2A (Agent-to-Agent) communication protocol enables multiple agents to interact and collaborate, facilitating complex task execution through a distributed network.
Guidance on building effective agents, potentially from Anthropic, focusing on AI development best practices and methodologies.
Yutori offers AI agent tutorials and frameworks, providing resources for developers to learn and build AI agents. Scouts by Yutori monitors the web for user-specified information.
ECC is an open agent harness system for GitHub App automation and security, providing skills, agents, and security layers for coding agents. Available via npm.
TypeScript-native multi-agent orchestration framework that automatically generates task DAGs from goals. Features MCP integration and live tracing for agent development.
Agent Arena is a platform for comparing the performance of frontier AI models, including OpenAI, Anthropic, and Gemini, in creating small applications side-by-side.
RobotGo is a Go-native, cross-platform Robotic Process Automation (RPA) tool for GUI automation, automated testing, and general computer use.
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.
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.
Agentic RAG is a model that enhances Retrieval-Augmented Generation (RAG) by using AI agents to dynamically find and utilize data from diverse sources for accurate responses.
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.
GitHub is a developer platform offering AI-powered tools for code collaboration, software development, and managing repositories, issues, and pull requests.
DeepResearch Bench, hosted on Hugging Face, provides documentation and API documentation for AI research and development, focusing on deep research capabilities.
Build multimodal AI agents with memory, knowledge and tools. Simple, fast and model-agnostic agent framework.
A GitHub repository containing resources related to Google Gemini, likely focused on Chinese language applications or information.
A curated GitHub collection of 500 AI agent use cases across industries, providing practical applications and links to open-source projects for implementation.
Experimental open-source attempt to make GPT-4 fully autonomous with chained LLM thoughts for goal achievement.
A smart home AI agent project using LangGraph, LangChain, and Ollama to control home appliances connected via micro-controllers like ESP32/ESP8266.
Composio, a GitHub repository powering 1000+ toolkits for AI agents, enabling them to interact with various tools and services.
Awesome-LLM-based-AI-Agents-Knowledge is a GitHub repository dedicated to sharing knowledge and resources related to LLM-based AI agents.
An overview of Microsoft Agent Framework Workflows, providing documentation and guidance for developers building with Microsoft products.
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.
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.
GitHub is a developer platform offering AI-powered tools for code collaboration, software development, and managing repositories, issues, and pull requests.
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.
The official documentation portal for the Databricks Lakehouse Platform, offering comprehensive guides, tutorials, and API references for data engineering, data science, and machine learning.
Documentation for xAI developers focusing on models, providing insights into their AI models and integration capabilities via OpenAPI specifications.
AIM, an open-source NHI platform for AI agents, providing cryptographic identity, governance, and access control for agent management.
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.
PageIndex is a vectorless, reasoning-based RAG engine that mirrors human document reading, achieving high accuracy on benchmarks with traceable and explainable retrieval.
ClawBio is a bioinformatics-native AI agent skill library, built for local-first, reproducible workflows on OpenClaw.
Google Cloud Architecture Center outlines an agentic AI use case for automating data science workflows, enabling complex data analytics and machine learning tasks via a multi-agent system.
Aider is an AI pair programmer that runs in your terminal, supporting over 100 languages and Git integration for coding assistance.
Apfel is a CLI tool that unlocks the on-device language model shipped with macOS, providing OpenAI-compatible local AI without downloads or API keys.
GitHub repository likely related to Jido, focusing on code generation, execution, or management for AI agents. Includes documentation, pricing, and API documentation.
GitHub repository likely related to Jido, focusing on integration capabilities and connecting agents with external systems. Includes documentation, pricing, and API documentation.
An open-source MCP server designed to parse game save files, hosted on GitHub.
Open source coding agent project hosted on GitHub, aiming to provide an AI agent for coding tasks.
An open-source alternative to Claude Cowork, powered by opencode, aiming to provide a collaborative AI agent environment.
Modular Python framework and cloud platform for building, deploying, and scaling AI applications and agents, enabling orchestration of multiple AI models and agents.
Smart Farming Weather Assistant AI Agent project hosted on GitHub, contributing to the amajai/farm-sense-ai repository.
This paper addresses the challenge SOCs face in efficiently triaging phishing emails while maintaining robust protection, focusing on randomized controlled trials.
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.
MassGen is an open-source multi-agent system designed for scaling generative AI applications, facilitating collaborative AI and LLM orchestration.
DeepResearch Bench II from USTC-CMI Agent Research Lab offers documentation and API documentation for AI agent research and development.
GitHub is a leading AI-powered developer platform for collaboration, open-source project management, and software development, used by millions of developers and businesses.
AI-Enhanced Teaching Assistant project by DHRUVvkdv, bridging instructor knowledge and web intelligence to assist in educational contexts. Aims to enhance learning and teaching through AI.
Agentic Security is an open-source LLM vulnerability scanner designed for safe and reliable AI. It provides tools for identifying vulnerabilities in AI models and systems.
EcoRxAgent GitHub repository. This project appears to be related to environmental or chemical research agents.
Gemini CLI is an open-source AI agent that brings the power of Gemini directly into the terminal, facilitating building, debugging, and deploying with AI.
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.
Synth AI offers managed research services to ensure the production readiness of AI agents, bridging the gap between development and deployment.
A curated GitHub repository featuring a collection of autonomous AI agents powered by Large Language Models, serving as a resource for developers and researchers.
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 GitHub project refactoring an autonomous agent executor using Tokio, aiming for a more intuitive abstract with Rig and OpenAI providers.
Browser automation CLI tool for AI agents, developed by Vercel Labs. Contribute via GitHub.
Puppeteer is a Node.js library providing a high-level API to control Chrome or Chromium over the DevTools Protocol, enabling browser automation.
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.
Open-source AI-powered browser automation tool enabling users to interact with web pages via natural language for automated browsing and data extraction.
The 'coding-agent' package within the 'pi' project on GitHub is designed for developing AI agents, with a likely focus on coding-related tasks.
GitHub is an AI-powered developer platform for code hosting, collaboration, and managing software development projects. It offers features for searching code, repositories, users, and issues.
NPI is an action library for AI agents, supporting integration with large language models like GPT-4. It focuses on enabling AI agents to perform actions and interact with various systems.
Postgres AI Agent repository for performance optimization, developed by cloudraftio. Hosted on GitHub.
