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.
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.
A curated list of awesome open source libraries to deploy, monitor, version and scale agentic applications and systems.
Wxi API is an API gateway providing access to various AI models like OpenAI, Claude, and Midjourney at competitive prices, with features for integration and load balancing.
SAP's AI Assistant for Cash and Treasury monitors liquidity, predicts cash flow, flags risks, and optimizes capital allocation using agentic AI.
A collection of AI agent skills for legal education, hosted on GitHub.
Anthropic provides code execution capabilities for building more efficient agents, with documentation, pricing, and API documentation available.
An AI-powered semantic search tool for analyzing customer survey responses using natural language queries, developed by pitt-cic.
Demonstrates how AI agents can streamline compliance and fulfill regulatory requirements for financial institutions using Amazon Bedrock and CrewAI.
Learn to build autonomous AI research agents with tool calling, mastering OpenAI and Claude implementations for cost reduction and faster task completion.
Kyligence Zen's AI-powered self-service analytics provides an AI copilot for data and metrics to discover new insights and improve decision-making.
AG2 (formerly AutoGen): The open-source AgentOS and Python framework for building, orchestrating, and scaling multi-agent AI systems. Production-ready agent orchestration.
This repository provides sample code demonstrating Generative AI use cases with Amazon Bedrock, featuring separate projects with basic structure for industry-specific applications.
Build is an AI-native operating partner for the built world, using agentic AI and CRE domain experts to accelerate commercial real estate development.
ProtΓ©gΓ© within PatentSight+ by LexisNexis IP Solutions provides fast, accurate insights for patent analysis, aiding users in making informed business decisions related to innovation.
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.
Zero-code platform for auto-generating production-grade agentic workflows. Enables building and orchestrating multi-agent systems with an AI-powered developer platform.
Auto-dispatch copilot CLI instances based on GitHub issues. A tool for managing and automating copilot CLI deployments triggered by GitHub events.
A GitHub repository related to Windows Agent Arena, part of a platform for developers to build software, potentially involving agent orchestration or frameworks.
Model Context Protocol (MCP) server and CLI for AI agents to autonomously build, test, and debug iOS apps within Xcode, bridging AI and development workflows.
Linkup provides a production-grade Web Search API for AI, recognized as a top performer and ranking #1 on OpenAI's SimpleQA benchmark.
Google AI is dedicated to advancing artificial intelligence research to make AI helpful for everyone. They focus on developing and applying AI technologies across various domains.
Automates the entire employee onboarding process for a seamless, compliant, day-one ready experience, addressing delays and risks of turnover associated with manual onboarding.
TerraAI is a smart farming copilot designed to assist with agricultural tasks, aiming to improve efficiency and yield through AI.
AWS provides cloud computing services that enable the building of intelligent AI agents capable of independent planning and execution of complex business workflows.
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.
SPO Tec develops AI agents for healthcare, automating scheduling, reducing no-shows, and managing patient campaigns via WhatsApp. They differentiate from chatbots by integrating directly with healthcare systems.
UiPath's business orchestration and automation platform enabling AI agents, robots, and people to deliver secure, compliant outcomes at scale.
Apideck provides a unified API for accounting integrations, enabling Vertical SaaS and B2B Fintech teams to launch integrations quickly. It offers access to various accounting platforms.
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.
DeFi agent definitions and JSON API for Web3, crypto trading, portfolio management, and blockchain automation. MCP compatible and production-ready.
ibl.ai offers an AI platform for retail and e-commerce, enabling the deployment of autonomous AI agents for operations, training, and customer intelligence with features like source code ownership and PCI DSS compliance.
GitHub is an AI-powered developer platform for building software, offering code search, repositories, user management, and issue tracking.
AgentReach gives AI agents the ability to see the entire internet, enabling them to read and search platforms like Twitter.
API documentation for Maven AGI, an enterprise AI Agent Platform designed for Customer Experience (CX). Provides developers with the necessary information to integrate with the platform.
Malbek's blog discusses Agentic AI and Conversational Contracts, exploring how AI agents are advancing Contract Lifecycle Management (CLM) beyond traditional automation.
The Coalition for Health AI (CHAI) advances responsible development, deployment, and oversight of AI in healthcare through collaboration.
Nango is a platform for building and managing integrations for AI agents, enabling secure runtime integration consumption.
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.
CoPilot AI is an AI-powered platform for outbound sales teams, designed to scale sales efforts by automating outreach and engagement processes without increasing team size.
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.
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.
Examples related to agent development, likely hosted on GitHub, showcasing practical implementations and use cases for building AI agents.
GreenMetrica specializes in cutting-edge AI agent solutions to tackle complex sustainability challenges, accelerating data-driven insights with their Agentic AI Framework.
GLM-5 is an AI model targeting complex systems engineering and long-horizon agentic tasks. It powers Z.ai, a free AI chatbot and agent capable of building websites, creating slides, and analyzing data.
SAP AI Assistant for Cash and Treasury is an agentic AI tool designed for financial management, monitoring liquidity, predicting cash flow, and optimizing capital allocation.
Folio3 AI acts as a Strategy, Engineering & Transformation Partner for enterprises, building custom AI solutions from readiness assessments to production-grade deployment.
KrishiMitra AI is a multimodal AI copilot for Indian farmers, providing hyperlocal, data-driven advice via a Telegram bot.
Portkey AI provides an Agent Gateway, offering API documentation and pricing information for AI-related services.
A GitHub repository likely containing code or resources related to scientific skills, potentially for agent development or research.
Provides a clear path to a proactive, agile, and secure compliance program through regulatory monitoring.
MCP Aggregator, Orchestrator, Middleware, and Gateway in one Docker container. Provides tools for managing and integrating MCP servers.
An AI Agent-Based Autonomous Research Assistant that performs end-to-end research by planning tasks, browsing sources, and generating citation-backed reports.
Frontier AI for law and government, providing secure agents for legal, policy, fiscal, permitting, licensing, registration, and government service workflows.
VoltAgent's AI agent platform is an open-source project for building multi-agent systems with orchestration, memory, RAG, workflows, and enterprise observability.
Cloudflare Skills refers to capabilities for building and deploying AI agents, potentially integrated with Cloudflare's network services. Available on GitHub.
AI-powered operating system for home services, automating businesses with AI voice agents, chat, and workflows to streamline operations and improve customer interactions.
Salesforce is the #1 Agentic AI CRM, enabling Agentic Enterprises where humans and agents drive success together through a unified AI, data, and Customer 360 platform.
GitHub repository likely associated with Jido, potentially related to agent development, AI research, or specific agent functionalities. Includes documentation, pricing, and API documentation.
Agentforce and AI from Salesforce focuses on the #1 Agentic AI CRM, enabling enterprises where humans and agents collaborate for success.
GitHub is an AI-powered developer platform used by millions for building software, collaborating on open source projects, and managing code repositories.
Eizen AI enables the creation of interactive AI agents, including Virtual Operations Supervisors, AI Campaigners, and AI Tutors, leveraging GenAI for various industries.
Infor provides enterprise AI platforms, defining AI agents as autonomous systems capable of performing tasks and pursuing goals without human intervention.
Salesforce's Agentforce, an AI-powered CRM solution designed to unify humans and agents for enhanced customer engagement and business success.
MCP server for EPA air quality data and HUD foreclosure listings. Connects AI assistants to environmental monitoring and housing property data.
Native command-line interface for AI agents, enabling control over any application through OS access for desktop automation.
A GitHub repository containing various autonomous agent examples and implementations, exploring different autonomous agent functionalities.
Ghidra MCP Server is a project offering 110 tools for AI-assisted reverse engineering, indicated by an HN Show HN post. It leverages the Model-Context Protocol for its operations.
AgentShield Repo is a GitHub repository likely containing code and resources related to the AgentShield project, which may involve agent security or management.
MCP servers providing EPA air quality monitoring and HUD foreclosure data, offering tools for environmental and housing data access.
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.
Botteq Automation specializes in developing agentic AI solutions to streamline business workflows, enhance productivity, and transform operational efficiency.
Example of creating a workflow agent or add-in for Kofax Capture, demonstrating integration with capture systems.
OpenClaude is an open-source, model-neutral, terminal-first AI agent framework that runs anywhere and uses anything, facilitating AI agent development.
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.
Atlan offers a context layer for AI, providing AI agents with a data graph, business logic, and governance to act on trusted data.
Salesforce introduces Agentforce Operations, a solution aimed at automating outdated business processes.
GitHub is a developer platform offering AI-powered tools for code collaboration, software development, and managing repositories, issues, and pull requests.
Anthropic provides information related to the security of their Claude models, offering documentation and insights into their safety and security practices.
AI answer engine that performs web searches, cites sources inline, and supports conversational follow-up research. Offers APIs for search, embeddings, and agent capabilities.
Adds an autonomous execution mode for agents, allowing proactive scheduling of follow-up actions and environmental discovery without user messages.
AppWizzy is a professional platform for building scalable web applications and websites using AI, suitable for creating SaaS products, internal tools, and AI-driven applications.
Build.inc developed Dougie, a multi-agent system using LangGraph for orchestrating complex commercial real estate development workflows, particularly for data center projects.
Folio3 AI partners with enterprises to navigate AI strategy, engineering, and transformation, offering custom AI solutions with a focus on security.
Salesforce is the #1 Agentic AI CRM, enabling Agentic Enterprises where humans and agents drive success together through a unified AI, data, and Customer 360 platform.
Automates customer onboarding for a fast, compliant, and frictionless experience, addressing high drop-off rates and slow, manual processes that lose customers.
GitHubSecurityLab/seclab-taskflows is a GitHub project likely containing task flows for security research and development within the GitHub Security Lab.
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.
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.
Nous Research is a prominent entity in the American open-source AI movement, dedicated to training world-class language models and accelerating AI development through open-source initiatives.
An AI Agent Operator for paid media, managing and optimizing ad campaigns across 14 platforms using an MCP server for autonomous execution.
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.
The Adecco Group uses Salesforce's Data 360 and Agentforce to accelerate hiring, prescreen candidates, and deliver real-time insights for faster, smarter recruiting.
Information page related to Salesforce's Agentic AI CRM, providing details on its capabilities and benefits for businesses.
Flow Automation within Salesforce's #1 Agentic AI CRM platform, enabling enterprises to integrate AI and human collaboration for success.
KnowBe4 offers security awareness training and AI-powered agent security solutions to protect the digital workforce.
MCP server providing AI agents with read/write access to Figma, offering 50+ tools for creating frames, components, styling, and auto layout.
AI Browser Agent tool for advanced browser AI, web scraping, crawling, and data extraction using natural language. Part of Oxylabs AI Studio, simplifying web data collection.
Provides conversational AI agents for mental health support, acting as compassionate, always-available digital companions. Focuses on leveraging AI for mental well-being.
Google Workspace MCP Server for integrating AI assistants with Gmail, Google Calendar, Docs, Sheets, Slides, and Tasks via the Model Context Protocol.
C8 Hedge is an AI-powered FX hedging platform designed for treasury teams and portfolio managers. It is accessible via multiple AI assistants including ChatGPT, Claude, Gemini, and Microsoft Copilot, as well as a dedicated web app.
Sales Force Automation by Salesforce, the #1 Agentic AI CRM, helps companies become Agentic Enterprises by unifying AI, data, and Customer 360.
Vocode Core is a software development kit or framework for building voice-enabled AI agents, enabling custom voice interactions. Hosted on GitHub.
Zenity Labs provides research, tools, and talks focused on securing AI agents, aiming to enhance the safety and reliability of artificial intelligence systems.
A personal project page for SRE Agent hosted on marcellomartini.tech, likely showcasing research or a demo related to Site Reliability Engineering agents.
A registry for open-source MCP Servers, clients, tools, and integrations, featuring daily updated servers and various MCP implementations.
Microsoft's Copilot Control System provides governance tools for enterprises to manage AI agents, facilitating responsible AI adoption and scaling.
A GitHub repository offering 50+ tutorials and implementations for Generative AI Agent techniques, covering basic conversational bots to advanced multi-agent systems.
Azilen is an AI development company specializing in creating intelligent, autonomous agents for complex tasks and decision-making, offering tailored AI solutions for enterprises.
Microsoft Autogen is a framework for building multi-agent AI systems that can work autonomously alongside humans.
Task-driven autonomous agent system leveraging LLMs, vector search, and LangChain for efficient task completion, generation, and prioritization.
Automates sanctions checks using governed AI agents and RPA, reducing false positives and speeding up investigations with SS&C Blue Prism.
Neural Alpha researches and deploys AI-ESG copilots for assessing Nature Action 100 Company Benchmark Indicators, releasing metrics across various indicators for sustainable intelligence.
An AI agent designed to assist with insurance-related tasks, appearing to be a personal GitHub repository rather than a commercial product.
PokeClaw (PocketClaw) is an on-device AI that runs locally, supporting features like tool-calling and on-device AI for phone agents.
Kyla AI API is a tool for healthcare providers and developers to build smart medical assistant applications, offering AI-powered action plans.
GitHub repository related to 'agentevals', likely for evaluating AI agents. Facilitates development, testing, and contribution to agent evaluation frameworks.
Corti offers an AI platform for healthcare developers, providing APIs for speech-to-text, medical coding, and clinical documentation, ensuring HIPAA compliance for production applications.
A server component within the MCP ecosystem, specifically designed for code-related agent interactions. Hosted on GitHub with documentation.
Agentic AI for personalized dietary recommendations, offering tailored meal plans, recipe suggestions, and grocery ordering integration to enhance user experience and make healthcare more accessible.
ANYbotics provides autonomous legged robots for industrial applications, focusing on high availability and reliability for automated routine inspections in industrial environments.
An AI-driven public opinion and trend monitor that aggregates data from multiple platforms, including RSS feeds, with smart alerts.
Cotera provides a no-code platform for business teams to build and run AI agents connected to their data warehouse, CRM, and 200+ tools.
Explores the application of agentic systems in Treasury and Liquidity Management (TLM) to optimize cash flow, manage risk, and ensure real-time regulatory compliance.
Open-source project focused on agent development and automation, likely providing tools or frameworks for building AI agents.
Warp is an open-source U.S. freight network offering a shipper API, Model Context Protocol server for AI agents, and AI-powered routing with transparent pricing for various freight types.
Gemini is Google's AI assistant for everyday use, offering capabilities for various daily tasks and information retrieval.
An open-source browser agent designed for autonomously performing complex tasks on the web, supporting multiple LLMs like Claude 3 and Gemini Pro.
Draftwise is an AI-powered tool for drafting, reviewing, and negotiating contracts. It integrates with Microsoft Word and leverages organizational legal knowledge for complex workflows.
mech.app is an editorial platform featuring technical field notes on agentic AI projects, orchestration, automation infrastructure, developer tooling, financial systems, and security.
Fieldguide is an AI-powered audit and advisory platform that streamlines workflows, boosts margins, and enhances client collaboration through automation.
Python SDK for interacting with GitHub's services, enabling developers to programmatically access and manage GitHub features. Includes documentation, pricing, and API documentation.
Prior Labs offers TabPFN MCP, a beta tool for LLMs to make predictions on tabular data, providing enhanced data analysis capabilities.
GitLab Duo Agent Platform is an intelligent orchestration platform for DevSecOps, designed to bring AI to the entire software lifecycle.
Workflow automation for EPA environmental compliance, accessible through a paid community offering live Q&A with creators.
Arize AI provides a unified LLM observability and agent evaluation platform for AI applications, covering development through production.
Agent Device is a command-line interface for AI agents, designed to control iOS and Android devices for mobile automation tasks.
Financial copilot developed by JoSQUANTUM designed to automate workflows within financial business units.
GitHub Security Lab framework, discussed on the GitHub blog, likely provides tools or methodologies for security-focused agent development and research.
A local-first AI agent for personal accounting, storing data as plain text files and compatible with any LLM, including local ones.
Paid.ai is a monetization platform designed for AI-native companies, focusing on optimizing pricing, packaging, and cost tracking to maximize revenue.
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.
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.
Mirror of the Basalt repository on GitHub, a project related to AI or computer vision, indicated by its presence in the meta claw.
An experimental Proof of Concept (PoC) for an autonomous agent swarm designed for batch processing insurance claims, hosted on GitHub.
Rapid AI Copilot Framework for accelerating success with Microsoft Copilot Studio and Azure AI Foundry, following agile principles.
Resources and information on the benefits, use cases, and best practices for AI in the legal field, specifically with Microsoft Copilot.
WildnetEdge is an AI-First Software Development Company based in the USA, offering services for AI agent development.
Agiloft's AI agents revolutionize contract management by offering intelligent automation, improved efficiency, and risk reduction for contract lifecycles.
GitHub is a comprehensive platform for software development, collaboration, and version control, offering extensive code search and repository hosting.
Urban AI Copilot project hosted on GitHub, contributing to the shriyaMadan/urban-ai-copilot repository.
Alpaca's Trading API for stocks and crypto, offering features like short selling, advanced order types, and increased buying power.
A comprehensive MCP server hosted on GitHub, exposing dozens of capabilities to AI agents, facilitating agent interaction and functionality.
Tracecat is a platform that allows users to drive workflows and cases through MCP clients like Claude, Cursor, and ChatGPT, enabling building, editing, and running automations.
GitHub repository likely related to Jido, focusing on connectivity aspects or integration capabilities for agents. Includes documentation, pricing, and API documentation.
GitHub, an AI-powered developer platform, is used by millions for building software, with resources for education and partnerships.
Guidance on building effective agents, potentially from Anthropic, focusing on AI development best practices and methodologies.
Broadridge is a global technology leader providing solutions for investing, governance, and communications within the financial industry.
The Agent2Agent (A2A) protocol facilitates seamless communication between AI agents from different platforms, detailing core concepts, components, and enterprise use cases for interoperability.
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 is a widely adopted developer platform for building software, hosting code repositories, and facilitating collaboration among millions of developers.
Information on how workflow automation streamlines processes, reduces errors, and boosts productivity, exploring AI tools and best practices for efficiency.
SciAgent-Skills is a GitHub repository containing life sciences computational skills for scientific AI agents.
NVIDIA Agentic AI provides building blocks for intelligent AI agents, enabling enterprises to transform data into actionable knowledge using leading open models.
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.
The AI Doctor API is an advanced AI-powered medical chatbot for real-time symptom analysis, health diagnosis, and virtual medical assistance, enhancing healthcare platforms.
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.
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.
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.
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.
DeepCode is an open agentic coding agent project focused on Paper2Code, Text2Web, and Text2Backend code generation, stemming from academic research.
GitHub is a leading AI-powered developer platform for collaboration, open-source project management, and software development, used by millions of developers and businesses.
Legal information related to Salesforce, the #1 Agentic AI CRM, which helps companies become Agentic Enterprises.
MiroThinker is a deep research agent optimized for complex research and prediction tasks, capable of deep research and analysis.
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.
Salesforce is the #1 Agentic AI CRM, enabling Agentic Enterprises where humans and agents drive success together through a unified AI, data, and Customer 360 platform.
FireCrawl is a web scraping and data extraction tool, likely available via API or as a library for developers on GitHub.
Salesforce is the #1 Agentic AI CRM, enabling Agentic Enterprises where humans and agents drive success together through a unified AI, data, and Customer 360 platform.
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.
GitHub is a developer platform offering AI-powered tools for code collaboration, software development, and managing repositories, issues, and pull requests.
Demonstrates protecting OpenAI API keys using a Cloudflare Worker, enabling client-side applications to securely interact with OpenAI services.
Methodology related to agent development, likely found on GitHub, detailing approaches and best practices for building AI agents.
DeepTutor is an agent-native personalized learning assistant developed by HKUDS, hosted on GitHub. It aims to provide adaptive educational experiences.
MCP server for Claude Desktop, Claude Code, Windsurf, and Cursor to build n8n workflows. Connects AI tools to workflow automation.
DeepResearch Bench, hosted on Hugging Face, provides documentation and API documentation for AI research and development, focusing on deep research capabilities.
A GitHub repository containing resources related to Google Gemini, likely focused on Chinese language applications or information.
PrivateGPT is an open-source project allowing users to connect their data sources to a private AI tool for natural language querying.
Agency is a fast and minimal framework for building agent-integrated systems. It focuses on creating AI agents capable of general intelligence and interacting via APIs.
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.
Visa Acceptance's agent-toolkit on GitHub provides tools and resources for developing agent-based solutions, with documentation available.
Digiqt.com is a product development company that builds and scales disruptive digital ideas, emphasizing quality and value-driven development.
A curated GitHub collection of 500 AI agent use cases across industries, providing practical applications and links to open-source projects for implementation.
MuleSoft Agent Scanners enable automatic discovery and registration of AI agents, providing a centralized view for governance, reuse, and management.
SAP is a leading enterprise software company that has launched AI agents across its ERP platform for finance, supply chain, and HR, including the SAP Autonomous Suite and Joule Work.
A smart home AI agent project using LangGraph, LangChain, and Ollama to control home appliances connected via micro-controllers like ESP32/ESP8266.
An open-source AI assistant (Clawdbot/Moltbot) with Chinese localization, supporting platforms like WhatsApp, Telegram, and Discord, and offering CLI and dashboard interfaces.
