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.
Experimental open-source attempt to make GPT-4 fully autonomous with chained LLM thoughts for goal achievement.
Framework for orchestrating role-playing, autonomous AI agents that collaborate to complete complex tasks.
Build multimodal AI agents with memory, knowledge and tools. Simple, fast and model-agnostic agent framework.
Open source framework for building stateful LLM applications with advanced reasoning and transparent long-term memory.
TypeScript AI agent framework with assistants, RAG, and observability. Supports GPT-4, Claude, Gemini, Llama.
Intelligent memory layer for AI assistants and agents, enabling personalized interactions through persistent cross-session memory.
Modular Python framework and cloud platform for building, deploying, and scaling AI applications and agents, enabling orchestration of multiple AI models and agents.
Python framework for building reliable AI applications, featuring risk detection, structured output generation, and LLM guardrails to ensure safety and correctness.
Rapid agent development framework in Python for building autonomous AI agents, supporting multiple LLM providers and tool integration.
AREAL (Agent Reinforcement Learning Bridge) is a simplified and flexible framework for integrating reinforcement learning with LLM-based agent applications.
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.
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).
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.
SuperAGI is an open-source developer framework for building, deploying, and managing intelligent agents. It facilitates the creation and operation of autonomous AI agents.
The 'coding-agent' package within the 'pi' project on GitHub is designed for developing AI agents, with a likely focus on coding-related tasks.
Agent Hooks in AgentScope allow customization of agent behavior by defining functions called at different lifecycle stages, enabling more dynamic and responsive interactions.
AgentScope's A2A (Agent-to-Agent) communication protocol enables multiple agents to interact and collaborate, facilitating complex task execution through a distributed network.
TradingAgents-CN is an open-source, multi-agent trading engine and platform for strategy building, data access, backtesting, live trading, and risk control. Supports LangGraph and multi-model configuration.
Automaker is an open-source AI software engineer for agented coding, enabling autonomous AI agents to build, run, and fix code for entire applications.
PrivateGPT is an open-source project allowing users to connect their data sources to a private AI tool for natural language querying.
Aider is an AI pair programmer that runs in your terminal, supporting over 100 languages and Git integration for coding assistance.
Provides infrastructure for autonomous coding, making agentic AI a safe, trusted, and integral part of the software development lifecycle with self-hosted infrastructure.
Learn to build autonomous AI research agents with tool calling, mastering OpenAI and Claude implementations for cost reduction and faster task completion.
Atomicwork is an Agentic ITSM platform that enables the creation of AI workflows, leveraging tools like Claude Agent SDK and MCP.
Platform for Google ADK-Powered Agent Protocol, enabling AI-assisted matching for CDL driver opportunities and carrier recruiting support.
Jido is an open-source agent framework for Elixir, built for distributed, autonomous agents with fault tolerance, tool calling, and multi-agent coordination.
A local-first AI agent for personal accounting, storing data as plain text files and compatible with any LLM, including local ones.
ClawBio is a bioinformatics-native AI agent skill library, built for local-first, reproducible workflows on OpenClaw.
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.
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.
Anchor Browser provides secure infrastructure for computer use agents, focusing on the operational aspects and limitations of AI agents in production.
RAGFlow is a leading open-source Retrieval-Augmented Generation engine providing a superior context layer for AI agents, built for enterprise with reliable context and an integrated agent platform.
An open-source, low-code platform for building AI agents and LLM orchestrations visually, enabling rapid development of AI-powered applications.
PageIndex is a vectorless, reasoning-based RAG engine that mirrors human document reading, achieving high accuracy on benchmarks with traceable and explainable retrieval.
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.
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.
Enterprise-grade, commercial-friendly agentic workflow platform for building AI agents. Offers low-code development and multi-agent orchestration capabilities.
TypeScript-native multi-agent orchestration framework that automatically generates task DAGs from goals. Features MCP integration and live tracing for agent development.
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.
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.
OpenClaude is an open-source, model-neutral, terminal-first AI agent framework that runs anywhere and uses anything, facilitating AI agent development.
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.
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.
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.
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.
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.
An open-source AI assistant (Clawdbot/Moltbot) with Chinese localization, supporting platforms like WhatsApp, Telegram, and Discord, and offering CLI and dashboard interfaces.
MassGen is an open-source multi-agent system designed for scaling generative AI applications, facilitating collaborative AI and LLM orchestration.
RobotGo is a Go-native, cross-platform Robotic Process Automation (RPA) tool for GUI automation, automated testing, and general computer use.
An AI-driven public opinion and trend monitor that aggregates data from multiple platforms, including RSS feeds, with smart alerts.
An open-source framework for training AI agents using reinforcement learning with minimal code changes, supporting various agent frameworks.
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.
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.
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.
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.
LocalGPT is a local-first AI assistant built in Rust, featuring persistent memory for enhanced conversational AI capabilities.
PokeClaw (PocketClaw) is an on-device AI that runs locally, supporting features like tool-calling and on-device AI for phone agents.
Open-source project focused on agent development and automation, likely providing tools or frameworks for building AI agents.
Task-driven autonomous agent system leveraging LLMs, vector search, and LangChain for efficient task completion, generation, and prioritization.
A curated list of AI Agent frameworks including AutoGen, CrewAI, MetaGPT, LangGraph, and Swarms, focusing on Multi-Agent Systems and Agentic AI.
A GitHub repository related to Windows Agent Arena, part of a platform for developers to build software, potentially involving agent orchestration or frameworks.
Gumloop is a no-code platform enabling users to build, host, and deploy AI-powered business automations without requiring extensive coding knowledge.
An open-source curriculum introducing the Model Context Protocol (MCP) for beginners, covering topics like C#, Java, JavaScript, and MCP server/client implementations.
Synology Chat AI Assistant, an open-source project hosted on GitHub, designed to enhance chat functionalities within Synology environments.
An open-source browser agent designed for autonomously performing complex tasks on the web, supporting multiple LLMs like Claude 3 and Gemini Pro.
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.
A GitHub repository offering 50+ tutorials and implementations for Generative AI Agent techniques, covering basic conversational bots to advanced multi-agent systems.
Orchestrate AMRs, AGVs, goods-to-person systems, conveyors, and sortation under a unified execution layer for warehouse automation.
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.
Open source coding agent project hosted on GitHub, aiming to provide an AI agent for coding tasks.
AI Agent is a tool found on FlowHunt designed to help users build teams of AI agents for various tasks, with pricing information available.
Launchonomy is a system for orchestrating AI agents to complete missions through consensus, providing a framework for managing and coordinating agent activities.
Shopify developer documentation provides guidance on building a Storefront AI agent, an AI-powered shopping assistant to help customers find products and complete purchases.
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.
Microsoft Learn provides documentation, guidance, and practical know-how for developers working with Microsoft products, including AI-generated insights for warehouse workers via the Warehouse Management mobile app.
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.
Documentation for Automation Co-Pilot, providing resources and tutorials for users on their automation journey with Automation Anywhere.
AI Agent Workflows provides an API for website categorization and URL classification, enabling automated analysis and data generation for web content.
Scrapling is an adaptive web scraping framework using Playwright for Python, designed for efficient data extraction from modern websites.
Urban AI Copilot project hosted on GitHub, contributing to the shriyaMadan/urban-ai-copilot repository.
TerraAI is a smart farming copilot designed to assist with agricultural tasks, aiming to improve efficiency and yield through AI.
Smart Farming Weather Assistant AI Agent project hosted on GitHub, contributing to the amajai/farm-sense-ai repository.
Website Testimonial Collection AI Agent gathers client feedback seamlessly using Jotform's AI Agents.
AgentRx is an automated diagnostic framework for pinpointing critical failures in complex AI agents, supporting more robust development and debugging.
Solo.io's agentevals is an open-source project designed to bridge the production reliability gap for agentic AI systems.
SkillsMP is a marketplace for agent skills compatible with Claude Code, Codex CLI, and ChatGPT, using the SKILL.md format for AI coding assistants.
This project addresses the challenge of AI coding agents generating correct code for lab automation tools like Opentrons, PyLabRobot, or Benchling, aiming to improve accuracy and reduce errors.
Autonomous agent for Kubernetes incident management (detection, diagnosis, mitigation) using LLMs, LangChain, LangGraph, and MCP servers.
Postgres AI Agent repository for performance optimization, developed by cloudraftio. Hosted on GitHub.
kubernetes-sigs/agent-sandbox is a GitHub repository focused on Kubernetes agent development and sandboxing environments.
A solution powered by Agentic AI & NLP that automates the labor-intensive and error-prone workflow of travel voucher reimbursement.
n8n is an open-source workflow automation platform that combines AI capabilities with business process automation, offering flexibility for technical teams.
GitHub is a leading AI-powered developer platform for collaboration, open-source project management, and software development, used by millions of developers and businesses.
An open-source MCP server designed to parse game save files, hosted on GitHub.
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.
GitHub repository related to 'agentevals', likely for evaluating AI agents. Facilitates development, testing, and contribution to agent evaluation frameworks.
A GitHub repository containing various autonomous agent examples and implementations, exploring different autonomous agent functionalities.
KrishiMitra AI is a multimodal AI copilot for Indian farmers, providing hyperlocal, data-driven advice via a Telegram bot.
A curated GitHub repository featuring a collection of autonomous AI agents powered by Large Language Models, serving as a resource for developers and researchers.
An overview of Microsoft Agent Framework Workflows, providing documentation and guidance for developers building with Microsoft products.
A comparison of multi-agent frameworks focusing on graph control, observability, durable execution, MCP support, and agency fit, with four reference architectures.
A GitHub project refactoring an autonomous agent executor using Tokio, aiming for a more intuitive abstract with Rig and OpenAI providers.
A collection of AI agent skills for legal education, hosted on GitHub.
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.
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.
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.
GitHub repository related to 'openclaw', an AI agent framework.
Openclaw is an open-source AI automation framework for developers, enabling the creation of programmable AI workflows and integration with various services.
Puppeteer is a Node.js library providing a high-level API to control Chrome or Chromium over the DevTools Protocol, enabling browser automation.
Contributes to the development of an autonomous AI agent for plant disease detection and SMS-based treatment delivery.
A smart home AI agent project using LangGraph, LangChain, and Ollama to control home appliances connected via micro-controllers like ESP32/ESP8266.
Financial copilot developed by JoSQUANTUM designed to automate workflows within financial business units.
Duralang is a decorator that transforms LangChain LLM, tool, and MCP calls into Temporal Activities, enabling durable execution for AI agent 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.
A curated GitHub collection of 500 AI agent use cases across industries, providing practical applications and links to open-source projects for implementation.
A GitHub project focused on automated unit test generation using AI, providing tools and code for AI-driven testing.
Valyu offers a search API for AI agents, enabling access to web and proprietary data such as PubMed, SEC filings, and clinical trials.
Valyu provides a search API for AI agents, offering access to web and proprietary data including PubMed, SEC filings, clinical trials, and financial data.
Documentation for xAI developers focusing on models, providing insights into their AI models and integration capabilities via OpenAPI specifications.
Documentation portal for xAI, covering topics such as multi-agent systems and developer resources, with OpenAPI specifications available for integration.
Documentation portal for xAI, offering guides and information on how to use their products and services, with OpenAPI specifications available for integration.
Adds an autonomous execution mode for agents, allowing proactive scheduling of follow-up actions and environmental discovery without user messages.
AIM, an open-source NHI platform for AI agents, providing cryptographic identity, governance, and access control for agent management.
Rapid AI Copilot Framework for accelerating success with Microsoft Copilot Studio and Azure AI Foundry, following agile principles.
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.
Build AI agents and multi-agent workflows in .NET and Python with Microsoft Agent Framework.
Anthropic's Claude offers AI models accessible via API, with documentation and pricing available for developers.
LiveKit provides a platform for building voice, video, and physical AI agents, offering comprehensive documentation for developers.
GitHub, an AI-powered developer platform, is used by millions for building software, with resources for education and partnerships.
Visa Acceptance's agent-toolkit on GitHub provides tools and resources for developing agent-based solutions, with documentation available.
GitHub is a comprehensive platform for software development, collaboration, and version control, offering extensive code search and repository hosting.
This repository is for contributing to the development of agentic AI immersion experiences on Azure, focusing on agent-based AI applications.
This repository provides sample code demonstrating Generative AI use cases with Amazon Bedrock, featuring separate projects with basic structure for industry-specific applications.
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.
VoltAgent's AI agent platform is an open-source project for building multi-agent systems with orchestration, memory, RAG, workflows, and enterprise observability.
LangWatch is an open-source LLMOps platform with over 3k stars on GitHub, offering observability, evaluations, and agent simulations to accelerate agent development.
Kore.ai documentation for building and deploying AI agents at enterprise scale, emphasizing quick, secure, and flexible implementation.
AI agent runtime for production, managing lifecycle, state, compute, and external interactions for reliable and secure operation.
Claude Workflow Library is a resource providing pre-built workflows and examples for utilizing Claude's AI capabilities.
KG-Agent is an efficient autonomous agent for complex reasoning and task execution, presented in a 2025 ACL Anthology publication.
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.
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.
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.
NVIDIA's toolkit for connecting, evaluating, and accelerating teams of AI agents, facilitating the development and deployment of multi-agent 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.
DeepTutor is an agent-native personalized learning assistant developed by HKUDS, hosted on GitHub. It aims to provide adaptive educational experiences.
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.
A React SDK for embedding workflow editors, allowing delegation of workflow steps to AI models or agents with tool access.
Composio, a GitHub repository powering 1000+ toolkits for AI agents, enabling them to interact with various tools and services.
GitHub is where people build software. More than 150 million people use GitHub to discover, fork, and contribute to over 420 million projects.
A curated list of awesome open source libraries to deploy, monitor, version and scale agentic applications and systems.
Awesome-LLM-based-AI-Agents-Knowledge is a GitHub repository dedicated to sharing knowledge and resources related to LLM-based AI agents.
PyPI is the Python Package Index, a repository for software packages for the Python programming language, enabling developers to find, install, and publish Python packages.
GitHub is an AI-powered developer platform used by millions for building software, collaborating on open source projects, and managing code repositories.
GitHub is a developer platform offering AI-powered tools for code collaboration, software development, and managing repositories, issues, and pull requests.
GitHub is a developer platform offering AI-powered tools for code collaboration, software development, and managing repositories, issues, and pull requests.
GitHub is a developer platform offering AI-powered tools for code collaboration, software development, and managing repositories, issues, and pull requests.
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.
Methodology related to agent development, likely found on GitHub, detailing approaches and best practices for building AI agents.
Guidance on building effective agents, potentially from Anthropic, focusing on AI development best practices and methodologies.
Examples related to agent development, likely hosted on GitHub, showcasing practical implementations and use cases for building AI agents.
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.
GitHub Security Lab framework, discussed on the GitHub blog, likely provides tools or methodologies for security-focused agent development and research.
Taskflow Agent, mentioned in a GitHub blog context, likely relates to agent patterns for software development and workflow automation.
GitHubSecurityLab/seclab-taskflows is a GitHub project likely containing task flows for security research and development within the GitHub Security Lab.
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.
LangChain Deep Agents documentation provides resources for developing applications powered by language models, including extensive documentation and API references for the LangChain framework.
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.
Cloudflare Skills refers to capabilities for building and deploying AI agents, potentially integrated with Cloudflare's network services. Available on GitHub.
A server component within the MCP ecosystem, specifically designed for code-related agent interactions. Hosted on GitHub with documentation.
GitHub's solution library provides code examples, templates, and tools to help developers build and deploy applications and agents on the platform. Includes documentation.
NanoMind security classifier, hosted on Hugging Face, is an AI model designed for classifying security-related data or code. Offers documentation and API documentation.
Python SDK for interacting with GitHub's services, enabling developers to programmatically access and manage GitHub features. Includes documentation, pricing, and API documentation.
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.
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.
GitHub repository likely associated with Jido, potentially related to agent development, AI research, or specific agent functionalities. 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.
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 connectivity aspects or integration capabilities for agents. Includes documentation, pricing, and API documentation.
GitHub repository potentially related to Jido, focusing on chat functionalities or agent communication. Includes documentation, pricing, and API documentation.
A personal project page for SRE Agent hosted on marcellomartini.tech, likely showcasing research or a demo related to Site Reliability Engineering agents.
GitHub is a widely adopted developer platform for building software, hosting code repositories, and facilitating collaboration among millions of developers.
Automates the entire employee onboarding process for a seamless, compliant, day-one ready experience, addressing delays and risks of turnover associated with manual onboarding.
Automates objective, data-driven performance reviews for HR, fostering fair evaluations and continuous growth by providing objective, data-driven insights.
Microsoft Autogen is a framework for building multi-agent AI systems that can work autonomously alongside humans.
An open-source alternative to Claude Cowork, powered by opencode, aiming to provide a collaborative AI agent environment.
Native command-line interface for AI agents, enabling control over any application through OS access for desktop automation.
An AI agent designed for web scraping tasks, leveraging artificial intelligence to automate the process of extracting data from websites efficiently.
mech.app is an editorial platform featuring technical field notes on agentic AI projects, orchestration, automation infrastructure, developer tooling, financial systems, and security.
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.
A personal finance coach agent hosted on GitHub, designed to help users manage their finances effectively.
An open-source agentic AI personal trainer for fitness and health, built with Python, providing personalized fitness and health guidance.
Agentic AI for personalized dietary recommendations, offering tailored meal plans, recipe suggestions, and grocery ordering integration to enhance user experience.
