Python agents

MCP-Zero: Active Tool Discovery for Autonomous LLM Agents

📚 A zero-dependency, git-backed micro-lesson library for AI Agents to asynchronously share and search verified debugging experience. | https://misakanet.org

Project Muteki (無敵): autonomous multi-model CTF-solving AI agent swarm

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Swift demonstration of how to build a Slack app that enables end-users to interact with a ChatGPT bot

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

Construye tu agente de WhatsApp con IA en menos de 30 minutos. Claude Code te entrevista y escribe todo el código. Zernio o Meta Cloud API. Sin saber programar.

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

🚀Lightweight Large language model automation and Autonomous Language Agents development framework. Build your LLM Agent Application in a pythonic way!

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

AI short drama & micro-drama video generator — turns any idea into a complete short-form drama using multi-agent AI pipeline (screenwriter → storyboard → frames → video). Seedance 2 VIP, Kling 3.0 Pro, Veo 3.1, Sora 2.

transformers pytorch safetensors llama text-generation conversational

A multi-agent world model of US equity markets — simulating institutional players, information asymmetry, and emergent price dynamics

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

A Gym for Agentic LLMs

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

KohakuTerrarium is a general-purpose AI agent framework and batteries-included app for building, running, and composing self-contained agents and multi-agent teams, with built-in tools, sub-agents, persistent sessions, TUI, and web UI.

Exact structure out of any language model completion.

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

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

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

World model reinforcement learning for multi-turn VLM agents. RL for vision framework (NeurIPS 2025).

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

"CatchMe: Make Your AI Agents Truly Personal"

KVarN is a native vLLM KV-cache quantization backend for your agents: 3-5x more context, throughput above FP16, and FP16-level accuracy. Calibration-free, one flag.

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

Video Search and Streaming Agent 🕵️‍♂️

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

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

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

Autonomous Systems & Security Toolkit for OpenAI Codex CLI. Deterministic binary analysis, decoupled pipeline, and zero-friction execution.

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

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

A Trusted Human-Multi-Agent Reinforcement Learning Interaction Framework

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

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

大愚Agent

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！

📚“langent”由“lang”与“agent”合并而来的学习教程

CubePlex is a cloud-native platform for managed agents in team workspaces — skills, shared memory, MCP tools, persistent sandboxes, governed access, and self-hosted deploy on Docker Compose or Kubernetes.

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

A multimodal AI agent for geospatial data analysis and interactive visualization

A graph-native memory system for AI agents and context graphs. Store conversations, build knowledge graphs, and let your agents learn from their own reasoning — all backed by Neo4j.

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.

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.

An 8-stage vulnerability-discovery agent.

Specula: An agentic tool for finding deep bugs in system code using TLA+

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.

Android device control for hermes-agent — bridge app + Python toolset

Agentic CAD for 3D printing

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.

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

Your easy to use, always-on AI workforce 👾

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？）

README-first research reproduction skills with bounded execution, auditable evidence, and byte-preserving README annotations.

Asisten crypto berbahasa Indonesia: RAG pengetahuan 267 topik + data pasar realtime (6 bursa, WebSocket, derivatif, on-chain, TVL, DeFi) + tool-calling agent + LLM synthesis

面向 Windows 的 ChatGPT 账号注册、邮箱 OTP、账号管理与支付工作台

An agent skill that finds where a photo was taken — OpenStreetMap geometry, elevation skylines, satellite imagery and street view — and shows its work. Works with Claude Code, Codex, Cursor, Gemini CLI, OpenCode and GitHub Copilot.

AI Agent 教学仓库 | 系统化 LangChain、RAG、LangGraph、MCP 全栈实战代码 | 万字博客详解 | 开源可运行示例 | 从零构建智能体

📄→💡 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。

Open-source, OpenAI-compatible LLM gateway you run yourself. One endpoint for 40+ providers, with virtual keys, budgets, and usage tracking.

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

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

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']

TUI for Ollama and other LLM providers

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

AI-powered video editor that turns raw footage and a creative brief into a polished ad using an ensemble of AI agents (Google Gemini + FFmpeg)

A collection of 265 rules across 26 categories that AI coding agents can use to write idiomatic, fast, and safe Rust.

My custom AI Agent skills

JIT-Agent

CourseMate AI — RAG course assistant and study agent

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

Devnors Data - Python SDK: 接口,数据API,裁判文书,Legal Case,法律法规,法条,Law Article,企业工商,Company Registry,企业年报,Annual Report,税号开票,Tax Invoice,失信核查,Dishonest Judgment Debtor,被执行人,Enforcement Debtor,关键词指数,Keyword Index,微信指数,WeChat Index,热搜榜,Hot Rank,微博热搜,抖音热搜,快递查询,Express Tracking,快递公司编号,统一查询,/v1/data/query,API Key,MCP,AI Agent

A fast and minimal framework for building agentic systems

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

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

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

[ICLR 2026] The Tool Decathlon: Benchmarking Language Agents for Diverse, Realistic, and Long-Horizon Task Execution

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.

Schedule search agents the way an OS schedules processes.

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

The agent skills I actually use to build software with coding agents. The PIV loop, planning, worktrees, and the meta-skills for building your own AI Layer.

VisualWebArena is a benchmark for multimodal agents.

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

通用、模块化的自媒体内容生产与经营 Skills / A modular, tool-agnostic self-media content skill suite

Smart job hunting Agent - AI-powered automation from scraping to delivery

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

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.

Structural memory for AI coding agents. Bi-temporal graph, MCP-native, zero LLM calls. Cursor · Claude Code · Codex · DeepSeek Harness · Hermes · VS Code · Windsurf.

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用于写NSFC本子的Agent Skills

AI-powered stock trading backtesting system with LLM-based decision analysis, FastAPI backend, and Next.js frontend.

Agent skills for drafting, revising, auditing, and resubmitting Nature-style journal manuscripts.

From agent user to agent builder: build a Claude Code-style coding agent from scratch in Python: 8 articles, 4 videos, one codebase

Alpha Agentic Search — 分层记忆 RAG 检索问答系统