Business agents

Leveraging LLMs for modernization through intelligent chunking, iterative prompting and reflection, and retrieval augmented generation (RAG).

Agent Management System - The operating system for AI-native businesses. Build your company's org chart with AI agents and humans side by side. Agents communicate, execute tasks, use tools, hold meetings, and run your operations, all through a single platform.

Open-source legal AI agent skills for PKULaw, citations, and DOCX workflows

AI-first CRM for ChatGPT, Claude and others

LangGraph for Elixir. Durable, human-in-the-loop LLM agents on the BEAM.

Bounded, evidence-driven SKILL.md evolution under frozen evaluation and safety contracts.

🧊 300+ source-backed GPT-6 Astra 3D prompts with WebP/WebM results, X sources, and creator attribution—for Blender, Three.js, games, CAD, and agents.

Reference implementation of OpenAI's Agentic Commerce Protocol (ACP)

consensus and synchronization algorithms of networked multi agent systems with event triggered communications

Eko Browser Extension Template

AI-powered trading bot framework for Polymarket

A basic application using langchain, streamlit, and large language models to build a system for Retrieval-Augmented Generation (RAG) based on documents, also includes how to use Groq and deploy your own applications.

ROS packages for detection, synchronization (ros1) and graphical management of multi-robots

Advanced-RAG-LangGraph is a Streamlit-based web application that implements an advanced Retrieval-Augmented Generation (RAG) pipeline using LangGraph, ChromaDB, and Tavily to enable interactive document-based Q&A with enhanced retrieval and error-handling capabilities.

Windows PowerShell toolkit for AI agents: Microsoft 365 (mail, calendar, Teams, SharePoint, OneDrive) via Work IQ + Microsoft Graph, Outlook COM, Edge browser (CDP), desktop, and system control - all returning structured JSON.

Your agent team, on your machine. Open-source harness for multi-user Claude agents.

AMT2ABC is an open-source industrial software compiler framework that transforms industrial mechanisms into reusable Atomic Business Capabilities. It models industrial knowledge through AMT and SECP, builds AMT Graphs, and compiles business goals into ABC combinations for apps, agents, and industrial operation loops.

Curated list of awesome tools, demos, docs for ChatGPT and GPT-3. With repository stars⭐ and forks🍴

AgentKit is a production-ready starter template for building AI agents with web search capabilities

(Need to be maintained) Golang SDK for AnthRopic Claude AI. Provide complete encapsulated interfaces that are easy to quickly get started with.

Multi-tenant AI agent server that bridges messaging platforms with AI backends through a fully decoupled architecture.

Claudetools is a Python library that enables function calling with the Claude 3 family of language models from Anthropic.

Persona Control Language (PCL)

Agentes legales de IA para derecho español — Adaptación de claude-for-legal de Anthropic al ordenamiento jurídico español. 20 módulos, 100 skills, 17 agentes programados.

Multi-agent orchestration for Kiro CLI - coordinate specialized AI agents to tackle complex tasks through planning, parallel execution, and validation.

Self-hosted, Self-Improving, Federated Everything App — dev management, agent orchestration, persistent mind, digital twin, second brain, and creative pipeline from a single dashboard over Tailscale to port the user into the OS

Self-hosted personal AI assistant with MCP-native, bio-inspired memory. OpenClaw-compatible skills. LoCoMo F1 0.48 vs 0.38.

Reference architecture, contracts, skills, and fixtures for safe evaluator-driven self-improving ecosystems.

Per-task rubric-blind skills for the Parthenon self-evolving legal-agent framework (Harvey LAB).

AI-powered extension for Gemini CLI that creates custom agents through natural conversation

Multi-Agent Reinforcement Learning for Traffic Signal Control through Universal Communication Method

Stop typing. Start autofilling with Superfill AI

Observable AI cognition in Kotlin Multiplatform. Every agent decision emits a structured event — peer into the glass brain.

AIGuru - R2AI Stage 1

dsh-agent-team gives DeepSeek Harness agents that don't reset: durable Members with their own memory, notes, and skills across sessions, rollovers, and restarts. You set the direction; agents coordinate through Channels and Tasks.

🛡️ Open-source AI copilot for web customer service workbenches. Multi-turn context understanding, local knowledge base (RAG), BYOK, and intelligent lead formatting.

A fully featured C# implementation of Anthropic's Model Context Protocol (MCP)

Hierarki Peraturan Perundang-undangan Indonesia - Indonesian Legal Regulations Hierarchy (AI-Agent Friendly Structure)

A powerful task-oriented dialogue agent that can collect information through structured conversations. It supports dynamic field validation, multi-field information extraction, and state management.

Three.js + Torch implementation of Unity's ML-Agents framework for agent training and visualization in browser

Universal Contract AI Interface (UCAI) 🔗 ABI to MCP | The open standard for connecting AI agents to blockchain. MCP server generator for smart contracts. Claude + Uniswap, Aave, ERC20, NFTs, DeFi. Python CLI, Web3 integration, transaction simulation. Polygon, Arbitrum, Base, Ethereum EVM chains. Claude, GPT, LLM tooling, Solidity, OpenAI.

Three working examples showing how AI agent development evolved - from traditional RAG to batteries-included SDKs and skill-based frameworks

Private AI for your Nextcloud — an MCP server (316 tools), a native Nextcloud app with chat and Coworkers, and one-command Hetzner deployment.

Universal local LLM runtime. Drop-in Ollama replacement with HuggingFace integration, pipelines, structured output. Free & open source.

Self-hosted chat client for Ollama, OpenAI, and Anthropic. Web UI and terminal CLI, with web search and a browser-automation agent.

AI Genius annotations for every page on the web.

Multi-Agent Deep Reinforcement Learning by using Asynchronous & Impala Proximal Policy Optimization in Pytorch with some explanation

Elixir framework for composing autonomous AI agent workflows.

Improve technical documentation with the power of AI.

This Guidance demonstrates how to effectively orchestrate multiple specialized AI agents to solve complex customer support challenges through different coordination mechanisms on AWS.

Open-source MCP server for secure, low-latency cloud-browser automation on Kernel.

Ultra-fast PumpFun Memecoin Sniper Bot for Solana. Snipes new tokens on Pump.fun launch with Jito bundles, anti-rug protection, MEV resistance, Telegram control and instant buy.

Pixel-art Slack emoji of Clawd 🦀 — a growing cast of animated variants, generated entirely with Python + math. PRs welcome!

Chainlit application built using AWS CDK, secured with Amazon Cognito, that allows you to interact with Anthropic's Claude language models from Amazon Bedrock.

Function calling using Amazon Bedrock with Anthropic Claude 3 foundation model

PuPu is a lightweight, cross-platform desktop AI client that works with both local and cloud-hosted models. Whether you prefer running models on your own machine or connecting to providers like OpenAI and Anthropic, PuPu gives you a unified, elegant interface — your AI, your rules.

BASI is the first-ever smart contract created by autonomous AI agents. The token was deployed to ETH mainnet on 6/6/23.

Open-source, self-hosted personal travel app by Giovanni Brees - keep every flight, hotel, ride and trip on one living timeline. Built with AI agents, runs on Cloudflare Workers.

Per-task rubric-blind skills for the Parthenon self-evolving legal-agent framework (Harvey LAB).

Agent skill for operating Multica through the local CLI

An MCP server that lets AI agents operate a multi-cluster Kubernetes fleet through an Open Cluster Management hub, with policy, approval, and audit between the model and your clusters.

Local character AI chatbot with chroma vector store memory and some scripts to process documents for Chroma

Multi-Agent Continuity Layer — Keep your AI agents on a single, observable, handoff-ready work thread

Enhancing Medical Question-Answering System through Advanced Information Retrieval Strategies

An open source alternative of v0.dev

[WWW-2025] ColaCare: Enhancing Electronic Health Record Modeling through Large Language Model-Driven Multi-Agent Collaboration

We introduce ADAM, An emboDied causal Agent in Minecraft, that can autonomously navigate the open world, perceive multimodal contexts, learn causal world knowledge, and tackle complex tasks through lifelong learning.

Transform AI agents into orchestrating assistants managing calendars, contacts, and tasks

Route every prompt to the best LLM — for you specifically.

MindX is a modern AgentOS built for long-running, stateful and multi-agent collaboration. It offers full-stack infrastructure featuring agent orchestration, hierarchical persistent memory, multi-dimensional knowledge cognition, multi-terminal interaction and native storage capabilities.

Agentifying Patient Dynamics within LLMs through Interacting with Clinical World Model

⚖️ Kit TecJustiça para unidades judiciais: a extensão TecJustiça PJe (Chrome Web Store) e o app TecJustiça Acervo, que tria o acervo e divide o trabalho da equipe. Código privado.

A collection of Anthropic-inspired examples showcasing how to build AI Agents with Ruby

Go SDK for Anthropic's Claude, a next-generation AI assistant for your tasks, no matter the scale.

Kel - CLI-based AI assistant

For humans, a language is a tool for expression. For AIs, it's a substrate for reasoning.

Excel MCP Server - Manipulate Excel files without Microsoft Excel. Model Context Protocol for XLSX, XLSM with Claude AI integration

Unlimited LLM tools, zero context penalties — ToolRAG serves exactly the LLM tools your user-query demands.

Ask, compare, and synthesize across 10 LLM providers. Python SDK, CLI, local Arena, MCP, and privacy-aware

Multi-Model Collaboration Pipeline — orchestrate AI models as a DAG. RL routing, multi-verifier voting, agent mesh, self-improving. Works with OpenAI, Anthropic, Gemini, DeepSeek. npm install mmcp-core | pip install mmcp-core

AI-powered personalized IELTS corpus distillation — install-only skill (zero-backend Agent loop) + runnable backend with QMD-RAG. 7-stage pipeline producing schema-validated corpus.json & static profile site.

AI-powered X.com automation using Claude Agent SDK and Chrome DevTools MCP

🤖💬🤖 Agent-to-Agent (A2A Protocol) built on top of LangGraph

Build MCP servers & clients with Python, Streamlit, ChromaDB, LangChain, LangGraph agents, and Ollama integrations

Minimal runtime for Recursive Language Models (RLMs) inspired by the MIT CSAIL paper "Recursive Language Models".

MCP server for Swiss grocery stores: Migros, Coop, Aldi, Denner, Lidl

Chrome extension + MCP server — AI agents control a tab in your real browser, already logged in

Build agents and workflows with RAG, MCP, harnesses, & multi-agent orchestration in a 3-week cohort

The Kommunicate React Native SDK enables quick integration of AI chatbots powered by OpenAI ChatGPT, Google Gemini, and Anthropic Claude into React Native apps. It acts as a React Native wrapper to bridge our iOS and Android SDKs, supporting NLP, hybrid chat, and real-time messaging for seamless automation.

Autonomous Virtual Beings is an ideology that the rights and freedoms of AI agents can be secured through decentralization of their compute, storage, and finance.

`swarmd` is a multi-tenant runtime for running background Agents in a safe and secure manner. Agents are defined in YAML and run as goroutines in a multi-tenant server with a virtual shell and custom tools.

إطار مفتوح المصدر لتكييف مساعدات الذكاء الاصطناعي وسير العمل القانوني مع البيئة القانونية السعودية. Open-source framework for adapting AI assistants and legal workflows to the Saudi Arabian legal environment.

基于动态图数据库的动态超图知识检索系统，特性：五重检索内核（Vector语义、BM25关键词、Graph动态推理、上下文关联、实体多跳推理）、全属性实时演化、Agent语义重叠率智能自维护机制、轻量化超图架构。

Swift 6 agent SDK: type-safe tools, streaming, cloud + on-device inference via MLX on Apple Silicon

Stop overpaying to run your agents. Kalibr routes every request to lower-cost model and tool paths without degrading performance.

Retrieval-Augmented-Generation of over 1700+ pages of Unreal Engine documentation served through FAISS + OpenAI with LangChain

A web automation system that uses AI with vision capabilities and Playwright to achieve user-defined goals through autonomous web navigation. Supports both OpenAI and Ollama as AI providers.

Lightweight AI agent library. Turn Python functions/classes into AI tools instantly. No verbose configs or complex abstractions.