Python agents

Build complex LLM Applications with Python Dictionary

Learn AI development without frameworks. How ChatGPT, RAG, and AI agents actually work through 10 progressive modules. Just Python, APIs, and clarity.

D.U.H. — D.U.H is a Universal Harness. Provider-agnostic AI coding agent.

可视化多智能体 LLM 交易研究平台 — 看见 Agent 怎么想、怎么辩、怎么决策,而不是只看最后一个 BUY/SELL。

Official Code Repository for EnvGen: Generating and Adapting Environments via LLMs for Training Embodied Agents (COLM 2024)

Project on multi agent reinforcement learning applied on patrolling agents

HouseAgent is an open-source, multi-platform home automation application. Built upon ZeroMQ and Twisted (Matrix)

Implementation of the CodeAct agentic framework with Docker containers for security, MCP servers for tool integrations, and multi-agent support.

The code implementation of MAGDi: Structured Distillation of Multi-Agent Interaction Graphs Improves Reasoning in Smaller Language Models. Paper: https://arxiv.org/abs/2402.01620

[ICLR 26] Visual Multi-Agent System: Mitigating Hallucination Snowballing via Visual Flow

Open-source serverless runtime for AI agents. Bring any framework, get a production HTTP server with SSE streaming, sessions, auth, and memory.

Tune your AI Agent to best meet its KPI with a cyclic process of analyze, improve and simulate

👋 QQ机器人，AmyAlmond 是一个基于 Chatgpt 的智能聊天机器人，专为 QQ 群聊设计，支持多语言、上下文感知、长期记忆管理和高级自动化任务。

Fully local governed RAG for code, documents, and tables. No LLM API key. No GPU. No infrastructure.

🌟Official code of our AAAI26 paper 🔍WebFilter

파이썬만으로 AI 에이전트 구현해보기

This code is the result of the collaboration of RL Turkey team.

Manim Coding Agent

a boilerplate for developers who want to start building an AI agent cluster with A2A and MCP servers integration faster and more efficiently.

Run CrewAI agent workflows on local LLM models with Llamafile and Ollama

The code for paper "EPO: Entropy-regularized Policy Optimization for LLM Agents Reinforcement Learning"

A CrewAI script that uses 4 agents and 4 tools to research your next steps for your personal brand

MultiROS is an open-source ROS based simulation environment designed for concurrent deep reinforcement learning. It provides a flexible and scalable framework for training and evaluating reinforcement learning agents for complex robotic tasks.

Agent Memory Playground: AI Agent Memory Design & Optimization Techniques

🐧Operator-Use: AI that can do stuffs on your computer

TelegramBot Tool to Interact with Google's Gemini AI Chatbot

No-code конструктор Telegram-ботов с функционалом генерации кода

Markdown-first work-memory protocol for existing agents, with maintained knowledge, candidate notes, evals, and an example KB.

Python package to create an AI clone of yourself using LLMs.

A comprehensive collection of n8n automation templates featuring AI agents, RAG systems, and enterprise workflows. Includes integrations for Gmail, WhatsApp, Telegram, Slack, and more. Future-ready automation solutions for 2025.

This repository is an open-source showcase of A2A-based AI agents that implement HTTP Message Signatures for authenticating their requests

Multi AI agent system for financial analysis with CrewAI

[ICML 2025] "From Debate to Equilibrium: Belief-Driven Multi-Agent LLM Reasoning via Bayesian Nash Equilibrium"

Fusil is a multi-agent Python library used to write fuzzing programs

ReAct AI Agent from Scratch using DeepSeek: Handling Memory & Tools without Frameworks

OpenClaw AI Trading Agent, based on EVPlus.AI data.

一个基于 **LangChain 1.0**、**阿里通义 Qwen** 和 **MCP(amap-maps)** 的旅游规划 Agent Demo，支持： - 并行调用高德地图相关工具（搜索 POI、路线规划、天气查询） - 中间件级别的城市约束、工具预算控制、输出城市安全检查 - Gradio 前端，支持流式对话与调试日志查看（开发者模式）

A terminal AI that doesn't babysit you. sot-cli gives LLMs full power, a novel memory architecture that slashes token costs, and agent orchestration, all from a single Python CLI. No guardrails, no bloat, no frameworks. Just raw AI power at your fingertips.

An AI trading agents platform built on LangChain

Agentic AI to communicate with Instagram (and MCP too)

A Claude Code plugin + Agent Skill + MCP Server for analyzing Federal Election Commission (FEC) campaign finance filings.

Model Context Protocol (MCP) server for mapping clinical terminology to Observational Medical Outcomes Partnership (OMOP) concepts using Large Language Models

Model Context Provider for Amazing Marvin productivity app - Access your tasks, projects, and categories in AI assistants

A Claude Code Marketplace

On-device shell command generator for macOS Tahoe. Uses Apple's 3B model with dynamic few-shot retrieval from 21k tldr examples.

Claude Skill for Backblaze B2 Cloud Storage management from the terminal. Manage buckets, list and search files, audit storage usage, detect stale or large objects, review security posture, and safely clean up data using natural language. Built on the Agent Skills specification and compatible with Claude Code and other skills-based agents.

CLI for agent builders to benchmark & chaos test your AI Agents. Text, Voice, Code supported.

Tater is a local-first AI platform with built-in LLMs, vision, voice, memory, automation, integrations, and voice satellite support.

多Agent竞品情报与市场研究系统

multi-Agent & GraphRAG 智能客服系统

🐍 Personal AI agent in pure Python — OpenClaw reimagined. Memory, RAG, skills marketplace, cron, voice. Telegram/Discord/WhatsApp/Web. Works with DeepSeek, Claude, Gemini, Kimi, GLM, Ollama.

90+ production-safe OpenStack tools for AI agents via MCP. Project-scoped & read-only by default. Works with Claude, Open WebUI & any MCP client. FastMCP + OpenStack SDK. Available on PyPI, Docker Hub & Smithery.

Multi-agent job search system using CrewAI and Claude

根据 Crash/ANR/OOM 等日志构建证据链，实现自动修复代码的Agent框架，并支持衔接自动测试验证、Bug管理平台 Agent framework that builds evidence chains from Crash/ANR/OOM logs, auto-fixes code, and plugs into test verification & bug trackers.

Bring Galileo powered eval workflows into Claude Code and Codex.

A family of small protocols for the perceptual side of designer-agent collaboration.

Run an AI coding agent autonomously across a multi-step workstream, safely. Claude Code plugin + cross-platform CLI, Codex backend, lessons memory, guarded self-improving loop.

全球酒店实时推荐及闭环预订Skill，200 万+酒店，全球第三大酒旅B2B公司数据源，免费无调用上限。可按地点、日期、星级、人数、标签等条件搜索酒店列表，返回候选酒店及展示价。可查询指定酒店的实时房型列表、价格计划和取消政策。可锁定价格，创建订单+支付宝二维码，并查询历史订单。

Local-first AI contract review agent that turns legal templates and counterparty drafts into clause-level analysis and tracked-change DOCX redlines.

Provide different cloud products MCP Server tools to help developers manage cloud resources with AI-agent

Multimodal generative AI resources : talking heads, STT, TTS, image & video generation, and AI Agent

AI-first Unity 6.2+ game development workflow — rules, agents, skills, and slash commands for Claude Code and Antigravity

A curated gallery of 107 high-quality GPT-Image-2 prompts — portraits, posters, character sheets, UI mockups. Click any image to try on APIMart.

自用/精选的 Claude Code / Codex 技能：内容创作、客服、市场调研、SEO、Agent 工作流循环、Grok X 实时抓取与评审工具

Iterative agent harness improvement: run a coding agent on a hard task, generate the reusable tooling it was missing, qualify it, and replay fresh sessions with it activated. Works with Codex and Claude Code.

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safetensors qwen3_next text-generation conversational arxiv:2309.05516 base_model:Qwen/Qwen3-Coder-Next

transformers safetensors llama text-generation code granite

transformers gguf qwen qwen3 qwen3-coder byteshape

transformers gguf gemma4 coding code reasoning

Django manage.py context for coding agents — and tab completion for you

🐧Operator-Use: AI that can do stuffs on your computer

Home Assistant Config as Code — manage HA with Python scripts + AI coding agents

Hermes-first operational AI substrate with filesystem-grounded memory, governance, persistent routes, and recoverable agent continuity.

A simple AI agent that turns prompts into articulated 3D objects.

面向 AI Agent 的 IDA Pro 9.3+ stdio MCP 逆向分析服务

Build & prompt Qwen3.x agents in their native dialect — extracted from qwen-code & Qwen-Agent

A disciplined, delegation-driven operating system for AI coding agents. npx contractor-kit.

Official code for VoLN: Vision-Only Long-Horizon Navigation—Paradigm, Benchmark, and Method. An embodied AI UAV benchmark and VoLN-MLLM agent bridging VLN and multimodal LLMs across 7,210 episodes, AirSim, and real-world flights.

Self-hosted, OpenAI-compatible inference for the agentic era: reasoning LLMs, universal tool calling, and the Responses API alongside embeddings, speech, and image models — many models sharing your GPUs, one gateway. Powered by Ray Serve.

Always-on-top desktop sprite avatar UI shell for a local Hermes Agent gateway. PySide6, OpenAI-compatible HTTP API.

A compounding knowledge base maintained by LLM agents — inspired by Karpathy's LLM Wiki pattern

Agent-friendly local publisher for Xiaohongshu, Douyin and WeChat Channels with multi-account safety, scheduling and deduplication.

Claude Code plugin for autonomous AI research — multi-agent loops take a bare topic all the way to running experiments, with no human-written experimental code.

本地优先的 AI 编程 Agent，支持 TUI/桌面端、工具权限、会话记忆、Skills、Subagents 与 MCPA local-first AI coding agent with TUI and desktop clients, tool permissions, memory, Skills, Subagents, and MCP support.。

The goal of this blueprint is to develop an agentic AI workflow that provides insight to the end user on close-to-optimal configuration values for specific RAN parameters at a cell-site.

AInalyst is an AI assistant that helps business analysts, or whoever on the project is acting as one, work to the BABOK v3 methodology. 🇷🇺 Русскоязычная версия в ветке ru: github.com/chaussky/ainalyst/tree/ru

AI agent orchestration kit for Windows, Linux/MacOS with Codex skills, hooks, routing rules and profiles for Claude, OpenCode, Cursor, Gemini and Windsurf.

Operational Database for AI Agents Provide causality lineage, DAG, and State Replay , build to make AI Agents auditable Reliable and EU AI ACT compliant

Python SDK for vector search, RAG, and AI agents on Oracle AI Database, including Autonomous AI Vector Database deployments.

AI agent for the BitGN Agent Challenge: E-commerce (ECOM) benchmark. Exoskeleton architecture