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.
AgentScope's A2A (Agent-to-Agent) communication protocol enables multiple agents to interact and collaborate, facilitating complex task execution through a distributed network.
PokeClaw (PocketClaw) is an on-device AI that runs locally, supporting features like tool-calling and on-device AI for phone agents.
An AI-powered semantic search tool for analyzing customer survey responses using natural language queries, developed by pitt-cic.
An open-source AI assistant (Clawdbot/Moltbot) with Chinese localization, supporting platforms like WhatsApp, Telegram, and Discord, and offering CLI and dashboard interfaces.
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.
Urban AI Copilot project hosted on GitHub, contributing to the shriyaMadan/urban-ai-copilot repository.
A server component within the MCP ecosystem, specifically designed for code-related agent interactions. Hosted on GitHub with documentation.
Agent Hooks in AgentScope allow customization of agent behavior by defining functions called at different lifecycle stages, enabling more dynamic and responsive interactions.
Gardenia Technologies partnered with AWS to develop Report GenAI, an automated ESG reporting solution using agentic AI on Amazon Bedrock to reduce sustainability reporting time.
Open source coding agent project hosted on GitHub, aiming to provide an AI agent for coding tasks.
A curated list of AI Agent frameworks including AutoGen, CrewAI, MetaGPT, LangGraph, and Swarms, focusing on Multi-Agent Systems and Agentic AI.
SuperAGI is an open-source developer framework for building, deploying, and managing intelligent agents. It facilitates the creation and operation of autonomous AI agents.
GitHub repository likely related to Jido, focusing on code generation, execution, or management for AI agents. Includes documentation, pricing, and API documentation.
GitHub is a widely adopted developer platform for building software, hosting code repositories, and facilitating collaboration among millions of developers.
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.
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.
DeepResearch Bench, hosted on Hugging Face, provides documentation and API documentation for AI research and development, focusing on deep research capabilities.
GitHub is a widely adopted, AI-powered developer platform used by millions of developers, businesses, and the open source community to build software. It offers features for searching code, repositories, users, and issues.
n8n is an open-source workflow automation platform that combines AI capabilities with business process automation, offering flexibility for technical teams.
GitHub is a developer platform offering AI-powered tools for code collaboration, software development, and managing repositories, issues, and pull requests.
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.
NanoMind security classifier, hosted on Hugging Face, is an AI model designed for classifying security-related data or code. Offers documentation and API documentation.
LangWatch is an open-source LLMOps platform with over 3k stars on GitHub, offering observability, evaluations, and agent simulations to accelerate agent development.
GitHub is a widely adopted, AI-powered developer platform used by millions of developers, businesses, and the open source community to build software. It offers features for searching code, repositories, users, and issues.
Demonstrates how AI agents can streamline compliance and fulfill regulatory requirements for financial institutions using Amazon Bedrock and CrewAI.
Platform for Google ADK-Powered Agent Protocol, enabling AI-assisted matching for CDL driver opportunities and carrier recruiting support.
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.
Automation Anywhere's Agentic App Store offers a wide selection of Automations using Agentic Process Automation (APA), enabling users to browse and utilize pre-built automation solutions.
Build multimodal AI agents with memory, knowledge and tools. Simple, fast and model-agnostic agent framework.
Build.inc developed Dougie, a multi-agent system using LangGraph for orchestrating complex commercial real estate development workflows, particularly for data center projects.
A React SDK for embedding workflow editors, allowing delegation of workflow steps to AI models or agents with tool access.
GitHub is a leading AI-powered developer platform for collaboration, open-source project management, and software development, used by millions of developers and businesses.
Enterprise-grade, commercial-friendly agentic workflow platform for building AI agents. Offers low-code development and multi-agent orchestration capabilities.
Instantly AI prompts designed to personalize at scale by transforming raw lead data into high-converting narratives for sales and marketing.
An open-source curriculum introducing the Model Context Protocol (MCP) for beginners, covering topics like C#, Java, JavaScript, and MCP server/client implementations.
Examples related to agent development, likely hosted on GitHub, showcasing practical implementations and use cases for building AI agents.
An AI agent skill for MockFlow IdeaBoard focused on Pain Point Discovery, using market research and customer empathy analysis to identify primary customer struggles.
A smart home AI agent project using LangGraph, LangChain, and Ollama to control home appliances connected via micro-controllers like ESP32/ESP8266.
mech.app is an editorial platform featuring technical field notes on agentic AI projects, orchestration, automation infrastructure, developer tooling, financial systems, and security.
Provides infrastructure for autonomous coding, making agentic AI a safe, trusted, and integral part of the software development lifecycle with self-hosted infrastructure.
GitHub, an AI-powered developer platform, is used by millions for building software, with resources for education and partnerships.
GitHub is an AI-powered developer platform used by millions for building software, collaborating on open source projects, and managing code repositories.
GitHubSecurityLab/seclab-taskflows is a GitHub project likely containing task flows for security research and development within the GitHub Security Lab.
MCP server for Claude Desktop, Claude Code, Windsurf, and Cursor to build n8n workflows. Connects AI tools to workflow automation.
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 overview of Microsoft Agent Framework Workflows, providing documentation and guidance for developers building with Microsoft products.
AI agents are transforming content automation by becoming integrated workflow components, not just content generators. SEONIB generates SEO blogs from keywords, trends, videos, and URLs, batch publishing to CMS platforms.
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.
KG-Agent is an efficient autonomous agent for complex reasoning and task execution, presented in a 2025 ACL Anthology publication.
Credo AI is a leader in AI governance, offering tools and services to ensure responsible and ethical AI development and deployment.
Exa MCP server for web search and web crawling, providing AI search engine capabilities and a web search API. Enables searching and extracting structured content from live data.
A registry for open-source MCP Servers, clients, tools, and integrations, featuring daily updated servers and various MCP implementations.
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.
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.
GitHub is a developer platform offering AI-powered tools for code hosting, collaboration, and CI/CD. Supports deployment protection rules and dependency management.
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.
LiveKit provides a platform for building voice, video, and physical AI agents, offering comprehensive documentation for developers.
A multi-agent framework for oilfield carbon emission data analysis, integrating data access, dual RAG, and a Planner-Executor workflow for natural-language interaction, automated report generation, and visualization.
Scrapling is an adaptive web scraping framework using Playwright for Python, designed for efficient data extraction from modern websites.
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.
Neural Alpha researches and deploys AI-ESG copilots for assessing Nature Action 100 Company Benchmark Indicators, releasing metrics across various indicators for sustainable intelligence.
Composio, a GitHub repository powering 1000+ toolkits for AI agents, enabling them to interact with various tools and services.
Pickaxe provides a directory of AI integrations, including Actions and MCP servers, designed to connect tools and automate production workflows for AI agents.
Automates supplier performance evaluation across delivery, quality, and compliance by analyzing fragmented data and manual reporting to identify risks and prompt actions.
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.
SPO Tec develops AI agents for healthcare, automating scheduling, reducing no-shows, and managing patient campaigns via WhatsApp by integrating directly with healthcare systems.
An open-source MCP server designed to parse game save files, hosted on GitHub.
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.
Jido is an open-source agent framework for Elixir, built for distributed, autonomous agents with fault tolerance, tool calling, and multi-agent coordination.
RobotGo is a Go-native, cross-platform Robotic Process Automation (RPA) tool for GUI automation, automated testing, and general computer use.
DecisionRules provides documentation for its SDK and libraries, including information on MCP servers and a documentation server, facilitating integration and understanding of their offerings.
Node.js SDK for interacting with GitHub's services, enabling developers to programmatically access and manage GitHub features. Includes documentation, pricing, and API documentation.
FinRobot is an AI Agent platform for financial applications, unifying LLMs, reinforcement learning, and quantitative analytics for investment research automation, algorithmic trading, and risk assessment.
AI Agent Workflows provides an API for website categorization and URL classification, enabling automated analysis and data generation for web content.
Parent Communication AI Agent enhances school-parent communication by facilitating interactive data collection, likely through forms or surveys.
Shopify developer documentation provides guidance on building a Storefront AI agent, an AI-powered shopping assistant to help customers find products and complete purchases.
Intelligent memory layer for AI assistants and agents, enabling personalized interactions through persistent cross-session memory.
GitHub repository likely related to Jido, focusing on integration capabilities and connecting agents with external systems. Includes documentation, pricing, and API documentation.
Your AI copilot for cross-chain yield optimization, developed for the Chainlink Convergence Hackathon 2026.
A Raycast extension for creating powerful, contextually-aware AI commands. It enables users to leverage AI within the Raycast launcher for enhanced productivity and task automation.
AI Agent-Based Autonomous Research Assistant that performs end-to-end research, planning tasks, browsing sources, validating information, and generating citation-backed reports.
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.
TxAgent is an AI agent from the Zitnik Lab at Harvard, designed for therapeutic reasoning across tools to assist in treatment decisions.
An awesome-style curated list and directory for multi-agent orchestration, maintained by Agent-Analytics.
The Coalition for Health AI (CHAI) advances responsible development, deployment, and oversight of AI in healthcare through collaboration.
A GitHub repository containing various autonomous agent examples and implementations, exploring different autonomous agent functionalities.
GitHub is an AI-powered developer platform used by millions for building software, offering extensive documentation and APIs.
Aider is an AI pair programmer that runs in your terminal, supporting over 100 languages and Git integration for coding assistance.
An AI-driven public opinion and trend monitor that aggregates data from multiple platforms, including RSS feeds, with smart alerts.
AgentReach gives AI agents the ability to see the entire internet, enabling them to read and search platforms like Twitter.
Documentation for xAI developers focusing on models, providing insights into their AI models and integration capabilities via OpenAPI specifications.
An AI Agent Operator for paid media, managing and optimizing ad campaigns across 14 platforms using an MCP server for autonomous execution.
Cotera provides a no-code platform for business teams to build and run AI agents connected to their data warehouse, CRM, and 200+ tools.
Model Context Protocol (MCP) is an open standardized protocol for connecting LLMs to external tools, APIs, databases, and services, enabling clients to access tools exposed by an MCP server.
Google's Developer Knowledge API and MCP Server provide a machine-readable way for AI assistants and agentic platforms to access up-to-date documentation for Google products.
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).
ClawBio is a bioinformatics-native AI agent skill library, built for local-first, reproducible workflows on OpenClaw.
AgentRx is an automated diagnostic framework for pinpointing critical failures in complex AI agents, supporting more robust development and debugging.
Synology Chat AI Assistant, an open-source project hosted on GitHub, designed to enhance chat functionalities within Synology environments.
A human-AI system modeling expert thinking to assist tutors in real time, improving student mastery of math topics with low-cost, effective pedagogy.
Agentic App Store by Automation Anywhere offers a wide selection of Automations using Agentic Process Automation (APA), serving as a marketplace for pre-built automation solutions.
PageIndex is a vectorless, reasoning-based RAG engine that mirrors human document reading, achieving high accuracy on benchmarks with traceable and explainable retrieval.
TerraAI is a smart farming copilot designed to assist with agricultural tasks, aiming to improve efficiency and yield through AI.
An open-source alternative to Claude Cowork, powered by opencode, aiming to provide a collaborative AI agent environment.
Domain-specific MCP Servers hosted on GitHub, providing access to code, repositories, users, issues, and pull requests. Offers documentation and API documentation.
TypeScript-native multi-agent orchestration framework that automatically generates task DAGs from goals. Features MCP integration and live tracing for agent development.
Alternates.ai is an AI agent marketplace for exploring, evaluating, and integrating AI agents for various business functions like sales, marketing, and HR.
A personal finance coach agent that helps users manage their finance. This is a GitHub repository for the agent.
Acts as a real-time copilot for support teams, ensuring every interaction ends in resolution by addressing long handling times, inconsistent responses, and missed context.
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.
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 AI-powered eCommerce platform enabling rapid store creation with automated product descriptions and SEO optimization. Integrates with Shopify and Stripe, offering AI agent marketplace services.
Claude Workflow Library is a resource providing pre-built workflows and examples for utilizing Claude's AI capabilities.
An open-source, low-code platform for building AI agents and LLM orchestrations visually, enabling rapid development of AI-powered applications.
A curated list of the best truly open-source AI projects, models, tooling, infrastructure, evaluation, and interfaces, covering topics like agents, AI, and LLMs.
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.
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.
A GitHub repository related to Windows Agent Arena, part of a platform for developers to build software, potentially involving agent orchestration or frameworks.
Open-source project focused on agent development and automation, likely providing tools or frameworks for building AI agents.
Modular Python framework and cloud platform for building, deploying, and scaling AI applications and agents, enabling orchestration of multiple AI models and agents.
Constructor offers AI Shopping Agents (ASA) and Product Insight Agents (PIA) to enhance shopper journeys in e-commerce. They provide a demo to showcase these capabilities.
AIM, an open-source NHI platform for AI agents, providing cryptographic identity, governance, and access control for agent management.
This repository is for contributing to the development of agentic AI immersion experiences on Azure, focusing on agent-based AI applications.
Agentic Commerce Index tracks the emerging industry of agentic commerce, focusing on the AI-driven commerce ecosystem.
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.
Nilus provides agentic AI for cash flow forecasting, enabling treasury teams to improve accuracy with real-time data, autonomous updates, anomaly detection, and scenario modeling.
SaM Solutions explores how autonomous AI agents revolutionize logistics through warehouse management, route optimization, and predictive supply chain analytics.
SkillsMP is a marketplace for agent skills compatible with Claude Code, Codex CLI, and ChatGPT, using the SKILL.md format for AI coding assistants.
Atlas offers an AI assistant for schools, specializing in logistics and supply chain essentials, trained on class materials.
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.
Contributes to the development of an autonomous AI agent for plant disease detection and SMS-based treatment delivery.
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.
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.
A collection of utility functions and tools, likely hosted on GitHub, designed to support various agentic operations and development tasks within an AI agent framework.
Smart Farming Weather Assistant AI Agent project hosted on GitHub, contributing to the amajai/farm-sense-ai repository.
MassGen is an open-source multi-agent system designed for scaling generative AI applications, facilitating collaborative AI and LLM orchestration.
Rapid AI Copilot Framework for accelerating success with Microsoft Copilot Studio and Azure AI Foundry, following agile principles.
GitHub repository likely related to Jido, focusing on connectivity aspects or integration capabilities for agents. Includes documentation, pricing, and API documentation.
DeepResearch Bench II from USTC-CMI Agent Research Lab offers documentation and API documentation for AI agent research and development.
Lyzr's Document Extraction for Litigation Agent automates document extraction for legal cases, reducing costs and legal risks associated with manual e-discovery processes.
Article demonstrating AI agentic workflows in financial decision-making, such as personal loan origination, leveraging domain-specific knowledge.
PR Newswire provides a comprehensive list of press releases related to surveys, polls, and research, categorized under general business news.
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.
The fastest local AI engine for Apple Silicon, offering significantly faster inference speeds compared to alternatives like Ollama.
Website Testimonial Collection AI Agent gathers client feedback seamlessly using Jotform's AI Agents.
Time tracking functionalities, likely integrated into a GitHub project or agent framework, enabling the monitoring and management of task durations for AI agents or development processes.
Rapid agent development framework in Python for building autonomous AI agents, supporting multiple LLM providers and tool integration.
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.
AI Agents Directory is a marketplace and directory listing over 2496 AI agent solutions, with filters for use case, pricing, model, and integrations.
Brex's AI-powered financial assistant automates expense management, addressing manual data entry, policy compliance, and approval bottlenecks.
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.
Focuses on comprehensive AI agent capability frameworks, with a mention of SiliconFlow as an AI infrastructure platform for LLMs and multimodal models.
LangChain Deep Agents documentation provides resources for developing applications powered by language models, including extensive documentation and API references for the LangChain framework.
EcoRxAgent GitHub repository. This project appears to be related to environmental or chemical research agents.
Build AI agents and multi-agent workflows in .NET and Python with Microsoft Agent Framework.
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.
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.
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.
TypeScript AI agent framework with assistants, RAG, and observability. Supports GPT-4, Claude, Gemini, Llama.
Automates the entire claims processing lifecycle for faster, more accurate, and cost-effective resolutions, addressing manual process inefficiencies.
DeepCode is an open agentic coding agent project focused on Paper2Code, Text2Web, and Text2Backend code generation, stemming from academic research.
Automaker is an open-source AI software engineer for agented coding, enabling autonomous AI agents to build, run, and fix code for entire applications.
Open source framework for building stateful LLM applications with advanced reasoning and transparent long-term memory.
AutoLab is an autonomous AI research lab designed for infinite research and play, functioning as an autonomous AI research lab.
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.
Anchor Browser provides secure infrastructure for computer use agents, focusing on the operational aspects and limitations of AI agents in production.
MCP server for EPA air quality data and HUD foreclosure listings. Connects AI assistants to environmental monitoring and housing property data.
GitHub repository related to 'openclaw', an AI agent framework.
A solution powered by Agentic AI & NLP that automates the labor-intensive and error-prone workflow of travel voucher reimbursement.
xpander.ai offers an AI agent platform for enterprises, featuring an agent harness, sandbox, and AI-native workflows for production agents with self-hosted deployment.
LiveKit provides a platform for building voice, video, and physical AI agents, offering comprehensive documentation for developers.
Lyzr Agent Studio provides a platform to build and deploy AI agents, aiming to accelerate the process of taking AI agents to production.
AI Agent Store is a marketplace and directory for AI agents and AI agencies, featuring products like Agent Steward for managing customer cases.
Learn to build intelligent AI agents using agent skills for workflows and MCP servers for external integrations, with practical examples provided.
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.
Browser automation CLI tool for AI agents, developed by Vercel Labs. Contribute via GitHub.
GitHub is a developer platform offering AI-powered tools for code hosting, collaboration, and CI/CD. Supports deployment protection rules and dependency management.
HoneyComb is a platform that analyzes job market trends and predicts which jobs AI might replace, allowing users to make informed decisions about their careers.
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.
The 2025 AI Agent Index documents the origins, design, capabilities, ecosystem, and safety features of 30 prominent AI agents, providing a comprehensive overview.
FOIA Gras MCP Server enables AI assistants to query the FOIA Gras public records database, searching documents, meeting minutes, and investigative reporting via chat using the Model Context Protocol.
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.
Documentation portal for xAI, covering topics such as multi-agent systems and developer resources, with OpenAPI specifications available for integration.
Automates vendor discovery, evaluation, and shortlisting, helping procurement teams source faster by reducing time spent on manual research, communication, and verification.
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.
Provides rankings and comparisons of AI coding agents, focusing on production performance and agent orchestration infrastructure, covering tools like Cursor, Claude Code, Devin, and Codegen.
GitHub repository for the 'agent-for-rfp-response-solution-accelerator' project by Microsoft, focused on developing solutions for RFP responses.
An open-source agentic AI personal trainer for fitness and health, built with Python, providing personalized fitness and health guidance.
Greenbook.org provides a directory of AI agent tools for market research, enabling autonomous LLM agents for survey drafting, data summarization, and workflow orchestration with human oversight.
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.
Augment (Augie) is an AI teammate for logistics that automates communication, document collection, tracking, and billing across the order-to-cash flow.
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.
Autonomous agent for Kubernetes incident management (detection, diagnosis, mitigation) using LLMs, LangChain, LangGraph, and MCP servers.
A real-world AI system on GitHub for supply chain insights, risk analysis, and decision support using RAG, combining supplier, procurement, delivery, and cost data.
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.
