Business agents

Configure, host and embed MCP-enabled chat widgets for your website or product. Remotely configure and embed your agents anywhere.

Enhancing RAM Investigation with LLM and RAG

This Streamlit app, "LangChain ChatBot," invites users to input queries, utilizing the LangChain library and OpenAI's text-davinci-003 model to generate responses with controlled randomness. In just a click, users can explore the intriguing world of conversation through this compact and user-friendly interface.

Contract-driven architecture for building LangGraph agents with declarative node definitions, automatic graph construction, and hybrid rule/LLM-based routing.

MCP server for Korea University KUPID portal & Canvas LMS — notices, schedules, library seats, assignments, grades from Claude

Convert AI-generated Markdown to WhatsApp, Telegram, Discord, Slack and Instagram compatible formats using an Intermediate Representation (IR) in PHP.

幫企業在數分鐘內完成合約第一輪審閱：自動標出風險條款、修改建議與法條出處。RAG + 多工具 Agent，支援司法院法條查詢、知識庫問答與 Eval 驗證。

Live Kalshi prediction market algo trader powered by Quant or Grok

Bitcoin wallet with account management, Lightning integration through different providers and smart contracts for asset issuance

TypeScript AI toolkit

Drop-in OpenClaw/NemoClaw agent configuration for the ibl.ai Enterprise segment — Workplace Assistant orchestrator plus 12 specialist subagents.

Elixir framework for multi-model LLM councils. Debate, vote, tournament, synthesize. Provider-agnostic.

A lightweight (10 MB) AI IDE alternative to Cursor and Windsurf

Agent-native Unreal Engine tooling through MCP

Kata builds the best AI agent for a subnet through open competition — so anyone can mine that subnet with a proven, optimized agent.

Stateful personality + memory + emotion model for AI personas. Create digital companions that remember, feel, and evolve through conversations.

LLM-powered browser extension that actually operates web pages — clicks, fills forms, uploads files, runs commands, extends via MCP. ReAct loop · 40+ tools · multi-agent. | 让大模型亲手操作网页的开源浏览器插件：ReAct 推理循环 · 40+ 内置工具 · MCP 扩展 · 多智能体协作。

Agent Markup Language - an asynchronous TypeScript and JSX runtime for composing provider-agnostic agent workflows.

Model Context Protocol (MCP) server for ELSTER (German tax portal). Submit UStVA, prepare EUER/ESt, sync inbox + history via Puppeteer.

Caveman prompting, measured. A two-channel evaluation protocol scoring what input and output compression actually cost LLMs in dollars, accuracy, and surface-text fidelity across seven models and five benchmarks.

Agentic chatbot built using a chainlit interface

渐进式 AI 流式对话工具包：SSE 传输、协议适配器（OpenAI/Anthropic/自定义）、流式消息不可变 patch，核心框架无关，React/Vue 双绑定。/ Progressive toolkit for AI streaming with framework-agnostic core + React/Vue bindings.

Private semantic search for your Obsidian vault

A Document-based QA Chatbot with LangChain, Chroma and NestJS

Multi-agent RAG system using AutoGen for document-focused tasks in medical education, leveraging LangChain, ChromaDB, and OpenAI embeddings.

The governed AI agent platform: semantic memory, intelligent model routing, an MCP server, and 67+ integrations.

A framework to orchestrate multiple AI agents, enabling them to collaborate efficiently through smart threading, dependency management, context sharing, and distributed execution via a built-in swarm system. Built on top of smolagents, it allows the creation of an AI dream team that can scale to tackle complex tasks.

EduAI is a modern, AI-powered learning platform that provides personalized education experiences through interactive courses, assessments, and gamification features. Our platform combines cutting-edge technology with proven educational methodologies to create an engaging and effective learning environment.

Streamlit Multi AI platform Claude Chat APP

Memory management for LLM Applications

🧠 Workshop Notebook and assets for the Anthropic Hackathon

A Model Context Protocol server for Confluence.

Artificial Intelligence

DEPRECATED AI Chat assistant with access to Github, Google (calendar/mail/etc), Slack, Twitter, and more all through Arcade tools

A shell widget that generates bash commands from natural language using Claude

Disable or adjust the width of the sidebar functionality on Claude.ai

🔬 Experiment is an experiment is an experiment is an experiment is an experiment is an e̴x̷p̶e̶r̶i̶m̸e̸n̸t̴ ̷i̵s̴ ̷a̵n̷ è̷̜x̴̝͝p̵̨̐e̴̯̐r̴͔̍ì̸̻m̴̛͎e̵̥̔n̶̠̎t̷̠͝ ̶̼̳̕ǐ̷̞͍͂s̷͍̈́ ̶̫̀a̵̠͌n̵̲͊ ̶̣̼̆ḛ̸̀x̵̰͋p̵͉̺̎e̶̛͈̮ř̸̜̜̅ì̵̜̠͗ṃ̴̼͆ė̴̮n̶̪̈́t̸̢͖͋͂

This repository demonstrates the use of CrewAI to enhance sales outreach and lead profiling using a combination of advanced AI agents and tools. The project leverages CrewAI agents and LangChain to identify high-value leads and craft personalized outreach campaigns.

🗃️ A curated catalog of skillshare skills and a reference for building your own. Create your organization's internal hub.

Same AI, fewer tokens. Free forever. — tokenshrink.com

Memory plugin for OpenClaw. Agent's memories strengthen through use, fade when unused, and consolidate overnight.

Sovereign agentic CLI — Textual TUI, multi-provider LLM mesh, persistent sessions, skills, MCP, Telegram gateway, autonomous yolo mode

Wrap any CLI as a Model Context Protocol (MCP) server for Claude, ChatGPT, Cursor, Gemini and any MCP-compatible client — schema auto-inferred from --help.

Claude Enterprise is a professional AI assistant and enterprise workspace solution for Windows with the Complete Edition delivering every premium module and advanced capability enabled. Full feature access with no usage limits — Enterprise Setup supports installation and download for production workflows.

Drop-in OpenClaw/NemoClaw agent configuration for the ibl.ai Higher Education segment — Campus Assistant orchestrator plus 16 specialist subagents.

AI-powered Git management: smart commits, project stories, and the whole repo in one place

Build a Self-Evolving Agent Harness from Scratch | 12 lessons | Anthropic/DeepSeek/Qwen/GLM

Conta Azul MCP — conecte o ERP Conta Azul ao Claude, Cursor e agentes de IA. Vendas, clientes, produtos, contas a pagar/receber, parcelas e NF-e em linguagem natural. 35 ferramentas, OAuth 2.0, lê e escreve. Conta Azul ERP for AI agents (MCP, Brazil).

Self-hosted AI roleplay client with memory that survives long campaigns — tiered canon/heuristic/reflex writes, retrieval-time privacy ACL for group chats, and native MCP tool support. Imports v2/v3 character cards. Runs on Ollama, OpenAI, Anthropic, OpenRouter, or any OpenAI-compatible endpoint.

AI Operating System for Claude Cowork - install AI infrastructure instead of bouncing between chat tabs. 7 skills, 9-phase guided onboarding, Mac + Windows.

A native Mac canvas for AI agent workflows. Four node types, MCP tools, and local models via Ollama — no account, no cloud, no telemetry.

Browser-native multi-agent playground: drop LLM personas on a 3D map, watch them live, and talk to them. OpenAI, Gemini, Claude, Ollama. No backend.

On-device AI agent for Android local OpenClaw gateway, bring-your-own-key (NVIDIA/OpenAI/Anthropic/Gemini), UI automation via AccessibilityService. No backend, no telemetry.

Cost-aware three-tier LLM agent orchestration: the cheapest model that can answer, per-call cost accounting, earned trust

embeddable llm agent in c with lua plugins

Collection of Canvas LMS and Gradescope tools for the model context protocol. Query your courses, find resources, and chat with your upcoming assignments.

macOS desktop connector for OpenClaw: securely bridge remote agents to your local machine via SSH tunnel and local browser CDP.

Open-source wallet infrastructure for AI agents. Earn, spend, and trade USDC on Solana with human oversight and FROST threshold signing.

chat with your documents (pdf) by leveraging the power of gemini pro

Chrome extension for web page RAG agent. 500+ installs

👋 AI Multi-Agent Engineer Portfolio I'm Idael, an AI Prompt Engineer and Network Automation specialist at Kyndryl, focused on transforming complex challenges into innovative solutions through multi-agent systems.

TypeScript agent framework for building production-grade, type-safe AI applications the pydantic ai way

Llama Agent Kit is an open-source Node.js toolkit for building memory-enabled AI agents powered by Ollama. It supports conversation threads, lightweight JSONL memory, and tool calls (e.g., weather, time, reservations), making it easy to integrate LLM agents into your own projects.

MCP server for TDM payment integration. Enables AI agents to handle payments through Model Context Protocol.

🧠🔨 Brain Break is an AI-powered terminal quiz app.

🤖 cool CLI AI powered tool 🤖

TypeScript AI toolkit

AI client for Ollama, Groq, Anthropic and OpenAI

Learn the fundamentals of LLMs & Retrieval-Augmented Generation (RAG) through hands-on notebooks, then build your own AI-powered Q&A chat app using Streamlit. Bring your own documents and get started with our video guide!

Taxonomy Completion with Embedding Quantization and an LLM-based Pipeline: A Case Study in Computational Linguistics

LegalFlow Application for Morgan & Morgan challenge for Knight Hacks 2023 Hackathon

Demo solution of Neo4j Graph DB with Streamlit UI app, powered by Azure AI Foundry models and orchestrated by Langchain.

Claudian brings the power of Claude AI directly into your Obsidian knowledge management workflow. Chat with Claude in a dedicated side panel, process your notes to get smart suggestions for tags and wikilinks, and use Agent Mode to manage your vault with natural language commands.

Self-hosted AI agent operations platform. One UI, many agents, your infrastructure. Apache-2.0.

Interactive Skill that walks you through Anthropic's "Complete Guide to Building Skills for Claude" — ship a working SKILL.md in ~20 min.

AI-first subjectivity kernel for agents — persistent emotional state, relation dynamics, adaptive reply loops. Zero extra LLM calls.

Multi-agent system for drafting and managing GitHub issues. Built with BeeAI Framework, integrated via GitHub MCP, and consumable through Agent Stack CLI & UI via A2A.

SWI-Prolog as a logic calculator for LLMs — MCP server and Python library

Glass Box Framework — runtime constitutional verification for AI answers. Trust Cards with claim-level reasoning chains, formal ECS scoring, the 7-angle Glassbox Court red team, and deterministic audit logs. MCP-native.

A lightweight Rust library for building LLM agents.

Build production AI agent runtimes in Rust with typed tools, provider-neutral LLM adapters, streaming, storage, and observability.

ClawTouch MCP server — exposes a real USB-HID keyboard/mouse (Raspberry Pi Pico 2) as Model Context Protocol tools for any LLM agent. MIT.

Track AI provider usage quotas in Paperclip — dashboard widget, usage page, agent tools

Privacy-first, account-less metered proxy for frontier models. No account, no IP, no request logs.

GenPark skill: Utilize GenPark Workspace 4.0 for desktop automation, MS Office integration, and AI meeting notes.

Agentic AI chat plugin for Obsidian. Two providers, best models, no bloat.

GenPark skill: Learn practical AI skills step-by-step through beginner-friendly, habit-forming lessons and structured challenges inspired by Coursiv.io.

The coordination layer for Multiplayer AI

Windows fork of pxpipe: transparent Fable 5 compression for Claude Desktop on Windows 11.

MCP server for German & EU law. Verified, citable legal context for any LLM. Daily updates from official sources, hosted in Germany

The universal AI agent engine for PHP. Tools, memory, guards, and a ReAct loop already built. Works with Laravel, Symfony, WordPress, Drupal, Magento, Joomla, OpenCart, PrestaShop. Any LLM provider. Zero framework deps in core. MIT.

🐇 The 'RabbitHole' framework provides the tools for asynchronous A2A communication and task management. 📡🐇 ✨ Build powerful AI agents that communicate and collaborate.

Program chat completions from a POSIX shell

1 universal function to do anything with LLMs. Painlessly swap between 100+ LLMs.

🛡️ Safe AI Agents through Action Classifier

My dotfiles. Dedicated to building an AI-native Linux system.

This is a repo where I, OVP, am trying to learn thru allegories...

Multi-agent orchestration runtime with task board, flow engine, budget control, MCP integration and real-time dashboard. Self-hosted on Linux/macOS.

FailSafe: An autonomous fact-checking framework leveraging Multi-Agent LLMs and Structured Argumentation Graphs (SAG) to verify claims with deep-web retrieval and reasoning.