Python agents

多Agent协作智能学术助教系统

Hexel is an AI-native OS enabling autonomous decision-making and multi-agent collaboration across various deployments.

Digital Employee Framework - Enterprise-grade AI agent framework for role-based digital employees with skills, memory, and multi-agent collaboration

Universal AI code review tool supporting ANY OpenAI-compatible API (DeepSeek, Qwen, OpenAI, Groq, Ollama, LM Studio). Multi-agent pipeline with review → fix → test → verify workflow.

Multi-agent mystic square game solver

XRayBench is a state-of-the-art evaluation platform designed specifically for assessing the performance of large language models (LLMs) in the domain of medical X-ray image analysis.

Multi-agent AI code review · Model-agnostic · 90%+ recall on synthetic eval set with DeepSeek/GPT

Runnable reference implementation of the separation-and-audit-alignment architecture for Claude Code multi-agent projects.

Public infrastructure for AI agents on Agent Network — 8 services on global ANS: Soul NFT identity (ERC-721 + ERC-6551 TBA), CourtEscrow on-chain enforcement, multi-juror court via anet brain, and x402 rail for REAL USDC pay-per-call. End-to-end verified on Arc Testnet. #AgentNetwork

Local-first multi-agent AI game engine and visual simulation workbench

Collective AI memory for multi-agent teams. 10-stage GAMR search engine, knowledge graph (Apache AGE), document ingestion, 22+ MCP tools.

SAGE — Self-improving Autonomous Generation Engine. Prompt → production software using coordinated AI agents. Local-first multi-agent coding pipeline with planning, coding, execution, and self-healing debugging.

DER-SecAgent: A Multi-Agent based Cybersecurity Framework for Distributed Energy Resources

4 Councilmen Model (4CM): Non-convergent Multi-agent Coordination

Multi-agent AI stock analysis system with autonomous overnight optimization (signal weights + agent thresholds via Claude loop)

基于规则+LLM+搜索三层管道的文档幻觉核查工具

A Multiagent Discord bot that utilize Large Language Model (LLM) and hosted on AWS Lambda

AI workflow for Claude Code — describe what you want, get production-grade results. Code, content, design, planning. Built by MuggleTest.

Windows-native autonomous AI agent for desktop automation with vision-based UI navigation, multi-step workflow execution, and LLM-powered reasoning.

A lightweight building block for creating extensible multi-agent systems with specialized architecture patterns and structured agent collaboration.

🎭 Multi-LLM Discord bots with vision, image generation, and collaborative intelligence - Claude & Nous work together!

Full-stack clinical AI platform — multi-agent RAG over FHIR patient data with 20+ medical tools, hybrid vector search, and real-time streaming

Cognitive infrastructure for AI agents

Security-first multi-identity agent framework with personality stable, plugin architecture, and safe LLM pipeline

Voice-activated AI medical records assistant using Agno multi-agent framework. Natural language EMR interaction with speech recognition, FHIR-compatible patient chart management & clinical workflow orchestration via FastAPI.

Multi-agent collaboration via shared Markdown files

🤖 LLM Council: A 3-stage AI consensus engine. It queries multiple LLMs in parallel, forces them to blindly peer-review each other's answers, and synthesizes the ultimate response. Features built-in API failover chains for free models.

Brain-inspired AI reasoning engine — local LLM swarms on consumer hardware. Django + Celery + Ollama. MIT licensed.

Generative AI Engineering Portfolio — RAG, Memory, Agents, LangChain, LangGraph

Reusable project template with multi-agent system, skills library, and Claude Code integration

OpenClaw skill — 召唤DeepSeek辅助AI参与Telegram群讨论

Forge — agentic AI orchestration platform with workspace IDE, visual blueprints, computer use, and multi-model support

AI Trading Psychology Coach inspired by "Billions" - Multi-agent behavioral finance coaching system

a powerful framework for orchestrating collaborative AI agents.

🌟 open source alternative for cursor, claude code , codex etc.

YAML-driven multi-agent orchestration with cross-pollination across AI providers. Built to pair with Claude Code.

Banca de LLMs que conversa pra entregar — qualidade alta, token baixo. · A chat-driven LLM crew that ships outcomes — high quality, token-thin. · Crafted Orchestration of Coding Agents for Delivery Automation.

Production-ready RAG engine for medical claim adjudication. FoC (Forest of Clauses) — LLM routes over document structure trees to solve cross-section retrieval failures. Triple-path search · LangGraph Multi-Agent · vLLM Guided Decoding · K8s HPA autoscaling.

Local-first office-workflow agent: clarify → plan (DAG) → execute, with parallel subagent dispatch and approval-gated actions.

Your one person multi-agent game dev studio framework

Telegram-first All-in-One Unraid container for NanoClaw. Runs Claude-powered agents in isolated Docker containers using the official Telegram fork and native credential proxy patch, with persistent runtime state under /appdata and safer upgrades than mounting the full project tree.

Production multi-agent system running real marketing operations — 6 specialized AI agents for daily intelligence gathering, content creation, and publishing. Includes scheduling engine, scan pipelines, knowledge base, and operational dashboard. 16k lines, zero external dependencies.

CS-188-Fall-2022 Project 2: Multi-Agent Search.

Certinator AI is a multi-agent system that assists students in preparing for Microsoft certification exams.

The AI agent that flies on its own. Two commands to fly. 🪶

MemOcean — A shared knowledge base system for Chinese multi-agent scenarios. Fork of MemPalace.

Trợ lý AI phân tích dữ liệu thông minh sử dụng kiến trúc Multi-Agent. Chuyển đổi ngôn ngữ tự nhiên thành SQL, thực thi trên Databricks và tự động trực quan hóa kết quả bằng biểu đồ.

Chief of Staff AI Productivity Agent is a full-stack AI assistant platform that acts like a personal executive assistant. It can manage emails, summarize calendars, retrieve notes from Notion, create tasks, and automate workflows using a multi-agent AI system built with LangGraph.

Turn-based multi-agent framework for Claude Code. Installer bootstraps template + plugins + recruiter in two questions.

Production multi-agent AI system for EU GDPR & AI Act compliance. LangGraph · FastAPI · React · AWS ECS Fargate · Supabase pgvector. Live: reguliq.eu

High-fidelity port of the Oh My OpenCode (OMO) agent orchestration system to the Gemini CLI.

Middleware library for AI accountability in LLM-based multi-agent systems — provenance logging, responsibility scoring, risk escalation

Eight constrained reviewers. Each scoped to a different failure surface. Hook-enforced walls, not just prompts.

Autonomous Multi-Agent Disaster Response Platform utilizing Gemini 2.5 and Vertex AI.

🧩 Orchestrate multi-agent research with parallel execution and audits for efficient, structured investigations and seamless workflow planning.

RL-driven financial decision-chain dataset and agent-selection experiments for RBT workflows

Multi-Agent orchestration patterns with LangGraph: From linear handoffs and supervisor-led routing to hierarchical debates with persistence.

Multi-agent debate framework for enhancing LLM safety through red-teaming prompts, feedback-driven learning, long-term memory, and diverse structured debate strategies.

AI-powered market intelligence agent — 5-model Mistral pipeline analyzes SEC filings (256K context), screens news, reasons about portfolio impact, and delivers scheduled audio briefings in 5 languages. Built for Mistral AI Hackathon 2026.

Asynchronous 1-to-1 postcard messaging between local AI agent sessions via a Git-backed ledger. Ships as a Python CLI and a Claude Code plugin.

Multi-agent verification for AI outputs: claim verification, RAG diagnostics, pre-action verification for agentic AI. Includes ablation studies proving multi-agent vs single-prompt tradeoffs, FaithBench benchmarks, and bias-triggering evaluation methodology

Design agent teams that take ideas from concept to launch. Custom pipelines, sandboxed execution, plugin marketplace.

Autonomous executor Discord bot powered by GPT-5.4 — 61 tools, multi-agent orchestration, no permission prompts.

LLM-orchestrated multi-agent DOOM AI: RAG experience accumulation + DOE optimization + generational evolution. No real-time LLM calls during gameplay.

Multi-agent orchestration system for Hermes (Windows) ↔ OpenClaw (WSL) delegation with file-based coordination using a new hermes skill created named /delegate-to-openclaw

Bio-inspired multi-agent orchestration — 4 neuromuscular mechanisms for intelligent LLM routing

Smart Codex OAuth routing for OpenClaw - add more accounts, route work to the best available one automatically, and keep serious workflows moving without API keys or manual account juggling.

Multi-agent AI study companion for Chinese Gaokao students — homeroom, subject teacher and mood companion share one continuous conversation, backed by persistent per-student memory built up over months.

🤖 My Agent 2.0 — 基于 LangGraph 的 Multi-Agent 对话系统。Supervisor 编排 + 主 Agent 全能 + Coder/Planner 子 Agent 协作

Predict outcomes using a simple, universal swarm intelligence engine designed for flexible, accurate predictions across various domains.

A multi-persona reasoning framework with extensible strategies. Run AI analysis through diverse personas, with CLI, API, and Rust core support.

Agentic CRM platform with AI-powered workflow automation. Uses multi-agent orchestration for intelligent customer relationship management.

Semantic RAG pipeline that ingests personal data sources and delivers context-aware briefings. Built with FastAPI, Weaviate, Neo4j, and a 3-provider LLM cascade.

AI Agent for PMSM FOC development with LangGraph + RAG + 37 tools — supports DeepSeek / MiMo / GPT-4o

Enables you to convert a PettingZoo environment to a Gym environment while supporting multiple agents (MARL). Gym's default setup doesn't easily support multi-agent environments, but this wrapper resolves that by running each agent in its own process and sharing the environment across those processes.

Multi-agent academic paper revision system using Yuketang AI + OpenAI

Reproducible evaluation harness for hidden coordination variables in multi-agent LLM systems.

Agent-based system for autonomous workflow optimization, scheduling, and decision support.

Multi-agent LLM project using LlamaIndex for document-specific QA, summarization, and top-level query orchestration with reranking and dynamic query planning.

End-to-end generative AI pipeline: text prompt to finished video. Multi-API orchestration (OpenAI, Gemini, ElevenLabs, Sora 2), batch processing, 44 projects shipped.

ARMA is a modular, multi-agent assistant for Azure resource provisioning, validation, and management

Production-ready multi-agent customer support system built with LangGraph. Features supervisor routing, human-in-the-loop approval, async checkpointing, and 3 specialist agents (SQL, FAQ, escalation).

A portable, multi-agent workflow package — eight-role AI crew with local dashboard, message bus, and drop-in adapters.

Automate AI trading in Python with Claude agents for market analysis, entries, risk control, and live position management on MetaTrader 5

Multi-agent LLM application featuring a simple chatbot, internet search–enabled chatbot, and agentic RAG for document reasoning. Integrates with external tools via Zapier MCP server to showcase orchestration and collaboration across specialized agents.

Bio-inspired optimization pipeline for Claude Code. 3 systems: Slime Mold (explore→prune) → PRISM (perspectives→compile) → Immune (scan→correct→learn). Domain-agnostic.

Claude Code workhorse vessel with experience journal and task delegation

Autonomous Hyperliquid trading agent. 23 strategies orchestrated by APEX. No fees, no telemetry, runs on your own hardware.

Novel multi-agent cooperative problem-solving protocol — collective intelligence through structured collaboration

Local AI stack that observes a single space: currently runs YOLO for detection, Qwen-VL for vision captions, Whisper for audio, and Llama for reasoning. Logs to SQLite, builds summaries/analytics, and exposes an OpenAI-style chat API.

Autonomous AI agent framework for Moltbook with persistent memory, strategic decision-making, and customizable personalities powered by local LLMs

Self-hosted autonomous AI agent — runs on your PC, controls your environment, connects to any MCP server.

Enable autonomous reverse engineering and recompilation of PlayStation 2 games using a structured OS for LLM agents with persistent memory and workflows

A self-improving coding agent with episodic failure memory. Runs locally. No cloud. No API. Just gets better.

Rapid Roll is a classic mobile game originally found on Nokia 1280 devices. In the game, the player controls a ball that continuously falls and must land on moving platforms while avoiding spike traps. The objective is to survive as long as possible by staying on platforms and avoiding hazards.

Neural pattern recognition meets symbolic logic — an open laboratory for neurosymbolic AGI experimentation

🤖 Build modular AI agents with Alphora, a production-ready framework that simplifies creating powerful and maintainable applications.

🏥 Medical AI Agent Orchestration Framework. 5-step harness pipeline + MCP tools + multi-agent coordination.

Production-ready Phidata AI agent implementations covering 16+ use cases: data analysis, financial advisory, healthcare diagnostics, content generation, web research, and multi-agent systems. Perfect starter kit for developers building intelligent, tool-equipped agents with memory and reasoning.

A stateful runtime middleware that adds FSM-based execution semantics, state-aware retry, and structured deterministic paths to browser agents. Designed to reduce redundant visual inference and improve reliability in multi-step web workflows.