Python agents

RESTai is an AIaaS (AI as a Service) open-source platform. Supports many public and local LLM suported by Ollama/vLLM/etc. Precise embeddings usage, tuning, analytics etc. Built-in image/audio generation with dynamic loading generators. Live chat deployment. Built-in block based graphical language. Prompt versioning and much more...

A Model Context Protocol (MCP) server that enables AI agents and LLMs to query and analyze Prometheus metrics through standardized interfaces.

一个基于NoneBot框架的Ai聊天插件，对接OpenAi文本生成接口，实现了机器人的人格 自定义/切换，聊天记忆等功能

Exact structure out of any language model completion.

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本项目为Generative Agents项目的重构+深度汉化版本，旨在为中文用户提供一个利于维护的基础版本，以便后续实验或功能拓展。

Official code for paper: Chain of Ideas: Revolutionizing Research via Novel Idea Development with LLM Agents

agent q - oss advanced reasoning and learning for autonomous ai agents

Local codebase intelligence CLI + MCP server for AI coding agents: SQLite code graph, 28 languages, 285 commands, 244 MCP tools, change-safety gates, audit evidence, zero API keys.

transformers pytorch safetensors llama text-generation conversational

🧠 AI-powered Personalized Exam System: Integrating OpenPangu LLM, Knowledge Graph RAG, and BKT algorithm for adaptive question generation and recommendation. 基于LLM与知识图谱的智能个性化出题系统。

A command-line interface tool for serving LLM using vLLM.

Autonomous text-to-game pipeline for Godot, powered by Claude Code,Codex,Opencode

🌐Web Agent Protocol (WAP) - Record and replay user interactions in the browser with MCP support

A framework where a deep Q-Learning Reinforcement Learning agent tries to choose the correct traffic light phase at an intersection to maximize traffic efficiency.

A Gym for Agentic LLMs

Autonomous GPU Kernel Generation & Optimization via Deep Agents

Extremely Fast End-to-End Deep Multi-Agent Reinforcement Learning Framework on a GPU (JMLR 2022)

[ICLR 2023] Come & try Decision-Intelligence version of "Agar"! Gobigger could also help you with multi-agent decision intelligence study.

Comprehensive UI/UX and Backend component design skills for AI-assisted development with Claude

The open-source memory and observability layer for AI agents — persistent memory, loop detection, hash-chained audit trails, and a live dashboard, automatic on pip install.

Converts python code into c++ by using OpenAI CODEX.

A Trusted Human-Multi-Agent Reinforcement Learning Interaction Framework

Self-hosted web search skill for AI agents (OpenClaw/Claude Code/Antigravity) via SearxNG

Video Search and Streaming Agent 🕵️‍♂️

Vision-Augmented Retrieval and Generation (VARAG) - Vision first RAG Engine

Python CLI toolkit for Amazon Bedrock AgentCore (legacy). For new projects, use the AgentCore CLI: https://github.com/aws/agentcore-cli

MCP-Zero: Active Tool Discovery for Autonomous LLM Agents

An in-the-wild benchmark for AI agents in the OpenClaw Environment.

Learn agent fundamentals from scratch in one day (about 9 hours)! I wrote this tutorial to show that agents are actually very simple. 零基础一天 （9小时）学完agent！写这个教程就是想告诉大家，Agent其实非常简单！

A context and memory system for AI coding agents. Persistent memory, personal rules, skills, and scheduled observations

A RAG app to ask questions about rows in a database table. Deployable on Azure Container Apps with PostgreSQL Flexible Server.

An Automated AI Agent Tool for Plotting Your Data in Any Paper's Figure Style.

多Agent电商推荐与营销系统 (Python/Java/Go)

RAG-GPT, leveraging LLM and RAG technology, learns from user-customized knowledge bases to provide contextually relevant answers for a wide range of queries, ensuring rapid and accurate information retrieval.

An 8-stage vulnerability-discovery agent.

MCP-Bench: Benchmarking Tool-Using LLM Agents with Complex Real-World Tasks via MCP Servers

Inference engine for Intel devices. Serve LLMs, VLMs, Whisper, Kokoro-TTS, Embedding and Rerank models over OpenAI endpoints.

Measuring how well CLI agents like Claude Code or Codex CLI can post-train base LLMs on a single H100 GPU in 10 hours

II-Researcher: a new open-source framework designed to aid building search / research agents

RAG-GPT, leveraging LLM and RAG technology, learns from user-customized knowledge bases to provide contextually relevant answers for a wide range of queries, ensuring rapid and accurate information retrieval.

Official implementation of GDPO: Group reward-Decoupled Normalization Policy Optimization for Multi-reward RL Optimization

SWE-Bench Pro: Can AI Agents Solve Long-Horizon Software Engineering Tasks?

Uni-Agent is a framework for training long-horizon agents.

📄→💡 Paper2Patent：面向科研成果转化的论文转专利智能模板库，提供 Flash/Pro Prompt、专利附图生成与 Agent Skills，辅助规范生成中国发明专利申请文本。

A Boris-style agentic orchestrator TUI that supervises headless Claude Code agents through a gated software-delivery pipeline — pointed at any repository.

Schedule search agents the way an OS schedules processes.

Local first semantic code search and chat | Leverage custom copilots with fine-tuning datasets from code in Alpaca, Conversational, Completion and Instruction format

[SIGIR 2024 perspective] The implementation of paper "On Generative Agents in Recommendation"

World model reasoning RL for multi-turn VLM agents

The first AI Agent Server, Eidolon is a pluggable Agent SDK and enterprise ready, deployment server for Agentic applications

Official implement of paper "AutoScraper: A Progressive Understanding Web Agent for Web Scraper Generation" [EMNLP 24']

[EMNLP 2024 Demo] TinyAgent: Function Calling at the Edge!

AI-native red-team workbench for authorized penetration testing and vulnerability research, with specialist agents, sandboxed tooling, evidence records, and replayable timelines.

The local-first Agent OS — your AI partner lives on your own machine. Drive the official Claude Code, Codex & OpenCode from your browser or any chat app.

A fast and minimal framework for building agentic systems

Agent-driven research knowledge base. Agents collect, search, and synthesize web research into a persistent, searchable wiki.

A meta-skill plugin for Nous Research's Hermes AI agent that watches your workflows and automatically turns them into reusable skills. Every time you work with Hermes and solve something — setting up a project, debugging code, creating a PR — that workflow disappears at the end of the session. You have to explain it again next time.

Principia extracts reusable principles, composes those principles into traceable research ideas, and helps researchers inspect why an idea may be worth testing.

irresponsible innovation. Try now at https://chat.dev/

The only general AI agent that does NOT requires extra API key, giving you full control on your local and remote MacOs from Claude Desktop App

CLI-first orchestration for AI coding agents: run selected agents and models in parallel, compare raw answers, and coordinate review or implementation workflows.

她不一样 恋情分析室 — 微信聊天记录恋爱分析 Agent Skill （曾用名：她爱我吗？）

MemSkill: Learning and Evolving Memory Skills for Self-Evolving Agents

[ICML 2024] LEO: An Embodied Generalist Agent in 3D World

An AI agent powered by LLMs that streamlines the entire process of data analysis. 🚀

Hands-on workshop: Build a multi-agent AI system from scratch — Deep Research Agent + Writing Workflow served as MCP servers. Includes code, slides, and video

Design, conduct and analyze results of AI-powered surveys and experiments. Simulate social science and market research with large numbers of AI agents and LLMs.

Comprehensive ML/AI interview codex with iterative system design, production-ready code, and 2026 standards. Includes LLM/GenAI, RAG systems, agentic AI, and algorithms from scratch.

Human-in-the-loop planning plugin for Claude and Codex: turn ideas into reviewed Markdown plans, record decisions, enforce explicit execution gates, and provide tested controller primitives for safer agent workflows.

VisualWebArena is a benchmark for multimodal agents.

Your easy to use, always-on AI workforce 👾

大愚Agent

TUI for Ollama and other LLM providers

EVA is an AI-assisted penetration testing agent that enhances offensive security workflows by providing structured attack guidance, contextual analysis, and multi-backend AI integration.

✨ AI interface for tinkerers (Ollama, Haystack RAG, Python)

RunAgent simplifies serverless deployment of your AI agents. With a powerful CLI, multi-language SDK support, built-in agent invocation & streaming suppprt.

The open-source agent-serving project

Local-first AI-powered document intelligence platform for investigative journalism

Claude Code & Codex 本地 token 追踪 — 状态栏（Codex 业界首创伪 statusline）、GitHub 风格热力图、多模型成本分析。 | Local token tracker for Claude Code & Codex — status line (industry-first Codex faux statusline), GitHub-style heatmap, multi-model cost analysis

Automated web vulnerability scanning with LLM agents

TeleMem is a high-performance drop-in replacement for Mem0, featuring semantic deduplication, long-term dialogue memory, and multimodal video reasoning.

🌍 AppWorld: A Controllable World of Apps and People for Benchmarking Function Calling and Interactive Coding Agent, ACL'24 Best Resource Paper.

A general, evolvable, and distributed agent framework & harness for data science.

Flyto2 Core is the open-source execution kernel for automation and AI-agent workflows: 452 registry-backed modules, MCP-native transport, YAML recipes, evidence capture, replay, triggers, queue, versioning, and metering.

Self-hosted AI agent OS. Your memory, chat, agents, and files stay on hardware you own, offline by default, cloud by choice. Offline AI memory (taOSmd), self-hosted multi-framework group chat, a full web desktop + app store, and auto-clustering across the consumer hardware you already have (Orange/Raspberry Pi, Mac mini, gaming PC).

Simple yet effective command line client for chatting with ChatGPT using the official API

Hermes Agent 是目前开源社区最具潜力的 AI Agent 框架之一。它继承了 OpenClaw 的优秀基因，在架构设计、记忆系统、技能生态和自动化能力上实现全面升级。但 Hermes 的文档分散在多个仓库和平台，缺乏一本系统性的中文指南。 本书填补的正是这个空白。全书 16 册、30 万+ 字，覆盖从安装部署到高阶开发、从个人玩赚到企业服务、从单 Agent 操控到多 Agent 编排的完整知识图谱。

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mahilo: Multi-Agent Human-in-the-Loop Framework is a flexible framework for creating multi-agent systems that can each interact with humans while sharing relevant context internally.

Code and data for "Lumos: Learning Agents with Unified Data, Modular Design, and Open-Source LLMs"

Deploy LangChain Agents and connect them to Telegram

This is the public release of MIRA OS. Discrete memories decay through momentum loss, tools auto-configure when dropped into tools/ folder, and the system prompt composes from modular trinkets. I would like to think I've made an elegant brain-in-box. You load it and send cURL requests - it talks back, learns, and uses tools. Contributions welcome.

67 game-dev skills for AI coding agents — Godot, Unity, Unreal, Phaser, PixiJS, three.js, Bevy, pygame, LÖVE, Roblox. Portable SKILL.md Agent Skills (the format Anthropic launched as Claude Skills), with a router that loads the right skill for your engine and task. Runs in Claude Code, Cursor, Kiro, Codex, Copilot, Gemini CLI and more.

Local-first, open-source Claude Science alternative, before Claude Science is a thing. Turn your AI agent into personal DNA expert.

A benchmark built to evaluate and improve agent capabilities for supporting legal work.

赛博医生项目——”赛博华佗“，基于多模态大模型的多功能智能体，一键搭建本地多模态大模型。接入医疗健康相关的知识图谱和知识库后可以进行疾病初诊，病历分析，专业知识问答等功能，成为你的私人医生。赛博华佗项目能帮助实现医疗资源的跨地域传播，让更多人借助大模型改善健康水平。"Cyber ​​Huatuo" - Easy to build a personal doctor agent based on LLM and Knowledge Graph/Knowledge Database.