Python agents

导演Skill：面向 AI 视频创作的开源 Agent Skills | Director Skills: Open-source Agent Skills for AI video creation.

ai-agent-skills

Growee Skills is an open-source collection of AI-executable Agent Skills for growth diagnosis, content production, acquisition, activation, retention, monetization, and growth systems. By KrillinAI.

Benchmark for comparing agent harnesses on everyday online tasks — fixes the base model, varies the harness. Sister project of ClawBench, same scoring pipeline.

FreeTop: An enhanced multi-agent AI automation framework inspired by LangManus. Better architecture, testing, and developer experience for complex AI tasks.

Archived 🚧|🌻Building ChatBot with LLMs.🌻 | Using async requests. | 具有多 LLM 适应性 | 通用大语言模型代理端框架 |多人称全类型注解

Examples of how agents, swarms, tools, widgets & more can be built for the SwarmZero platform.

The operating system that AI workflows trust. Structure messy inputs. Establish identity. Track provenance. Build the durable data layer your AI workflows need to be trusted, reusable, and auditable.

The minimal AI agent engine

Teach a chatbot to be a bookworm with Langchain and OpenAI's GPT-3.5 language model. Get answers to all your burning questions straight from the pages of a PDF!

Chatbot that uses Gemini-1.0-Pro to answer questions, with memory by using LangChain. Also, it's enriched by RAG and deployed in Dialogflow

Swarms Tools provides a vast array of pre-built tools for your agents, MCP servers, and multi-agent systems.

Ask question to your Airtable base in natural language

Agentic memory for CTI in Python — STIX knowledge graphs, threat-actor alias resolution, offline-first RAG, MCP server for Claude Code and LangChain agents

🚀 A simple, modern, full-stack toolkit for Python 🐍

Scene-Based Generative Agent

Analyzing code using GPT .(通过GPT分析代码，增加注释，生成文档)

LLM conversation agent to control your devices in Home Assistant

A feature-rich Python-based Telegram bot for OpenAI API & Perplexity API

一个基于 NoneBot 与 go-cqhttp 的QQ娱乐机器人，有 自动配置go-cqhttp | 空间匿名墙 | 五子棋 等功能

A plugin helps ChatGPT to interact with IoT devices.

A bentoML-powered API to transcribe audio and make sense of it

logs into chat.openai.com bypassing the captcha, write a prompt and print the response

AIO Research Agent - an all-in-one intelligent companion for navigating the academic world.

Aient: The Awakening of Agent.

A quick implementation of a GenAI News Summary agent using Llama-3 over Groq.

AI-Agent Alpha Quant Strategy: A-Share Sentiment Index — Daily 0–100 sentiment score from Tushare market microstructure signals + AI commentary for risk warnings and position management.

F.L.A.T. - FlawLess AgenTs

本地优先的 AI Agent 工程实践项目 · Local-first AI agent engineering project

CopilotKit AI助手演示应用 - 展示前端UI与后端Agent交互

AI Agent 记忆管理系统：P0/P1/P2 优先级 + 自动归档，Token 降 78%

基于GPT的自主AI Agent，可以使用联网搜索、本地知识库查询等工具，根据指定的研究目标写报告，例如写市场分析报告、科研报告

Pretrain、Posttrain、RAG、Agent等大模型相关的基础项目合集

This Coding Agent is a multi-LLM engineering crew that plans tasks, writes code, and self-reviews to build polished outputs like the ArXiv CS Daily site—featuring automated paper ingestion, intelligent tagging, UI generation, and full audit logs in one reproducible workflow.

Deep learning models for self-driving vehicles to predict other car/cyclist/pedestrian (called "agent")'s motion.

Adaptive Traffic Signal Control of Autonomous Vehicles using Multi-Agent Reinforcement Learning techniques and SUMO tool for vehicular simulation. Implemented algorithm: Independent Advantageous Actor-Critic (IA2C)

A flexible framework for multi-agent models in economics and finance

Implementation of Multi-Agent Deep Deterministic Policy Gradients

Multi-Agent Reinforcement Learning for Traffic Signal Control through Universal Communication Method

Implementation of "Federated Control with Hierarchical Multi-Agent Deep Reinforcement Learning" (https://arxiv.org/pdf/1712.08266.pdf)

CTRMs: Learning to Construct Cooperative Timed Roadmaps for Multi-agent Path Planning in Continuous Spaces (AAMAS-22)

[AAAI 2023 Oral] Contrastive Identity-Aware Learning for Multi-Agent Value Decomposition

Rational OpenCog Controlled Agent (ROCCA). Use OpenCog to control a rational agent in OpenAI Gym and Malmo environments.

Reinforcement Learning using the Actor-Critic framework for the L2RPN challenge (https://l2rpn.chalearn.org/ & https://competitions.codalab.org/competitions/22845#learn_the_details-overview). The agent trained using this code was one of the winners of the challenge. The code runs on the pypownet environment (https://github.com/MarvinLer/pypownet). It is released under a license of LGPLv3

An agent-based modeling toolkit written in Python.

Text Summarization App built using Langchain and Streamlit

A production-ready, scalable multi-agent system built with LangGraph, featuring specialized agents for different tasks with best coding practices.

CloneMe is an advanced AI platform that builds your digital twin—an AI that chats like you, remembers details, and supports multiple platforms. Customizable, memory-driven, and hot-reloadable, it's the ultimate toolkit for creating intelligent, dynamic AI personas.

Memory management system to enhance AI agents with personalized, reasoned and context-aware responses

Your AI terminal companion

Automatic subtitles for DaVinci Resolve with OpenAI Whisper

Claudetools is a Python library that enables function calling with the Claude 3 family of language models from Anthropic.

Hierarchical RAG architecture scaling to 693K chunks on consumer hardware (4GB VRAM). Features 3-address routing, hybrid vector+graph fusion, and SetFit classification.

For testing agent capabilities

Solving Computer Vision with AI agents

Neobanker FinTalk-AI: A Grounded Orchestration Framework for Multi-Agent Collaboration on Financial Tasks Leveraging the OSWorld Environment

An RL Recipe for Building Agentic LLMs via Self-Imitation on Long-Horizon Agentic Tasks

OpenClaw 贾维斯看板是一个面向 OpenClaw 多 Agent 系统的实时作战指挥中心。 它提供系统健康、Agent 运行态、任务管理与多模型用量看板（MiniMax / OpenAI / Gemini / GLM）的统一视图，支持本地 API、实时刷新与可视化配置，帮助你在一页内快速完成监控、诊断和操作。

MASTERKEY is a framework designed to explore and exploit vulnerabilities in large language model chatbots by automating jailbreak attacks and evaluating their defenses.

Open source product copilot. Embed an AI chat widget that doesn't just answer questions—it executes client-side actions in the user's browser to get things done inside your app.

🚀 Lightweight Python library for building production LLM applications with smart context management and automatic token optimization. Save 10-20% on API costs while fitting RAG docs, chat history, and prompts into your token budget.

Reddit AI Agent is an intelligent tool that helps you explore Reddit like never before! 🔎 It allows you to search for any query and fetch top Reddit threads along with their most relevant comments. 🚀

A modular backend framework for building AI chat applications powered by large language models (LLMs)

AI chatbot used to communication with End user through online on platforms such websites and application. Btech college project. Project Includes Source Code, PPT, Synopsis, Report, Documents, Base Research Paper & Video tutorials

AI native 的跨平台离线语音输入法

Kubeflow Documentation AI Agent to power the Kubeflow Website

AI Multi-agent system for real-time, adaptive supply chain coordination and optimization leveraging responsive AI clusters.

VideoMultiAgents: A Multi-Agent Framework for Video Question Answering

This is a python version of Claude Code

Let codex (main agent) collaborate with claude code Through codex skills

Sky LiveKit Agent Perplexica is a local, free solution integrating LiveKit with advanced internet search. It uses a local Perplexica instance with function calling to retrieve and summarise search results in natural language. Powered by Faster Whisper, Ollama (Qwen 2.5) and Kokoro-82M TTS.

Aligning Agentic World Models via Knowledgeable Experience Learning

AI system powered by large language models.

Open-source, self-hosted AI agent that evolves its own code to perform better in your specific use-cases.

A multi AI Agents program that generates trading signals

这是一个为 AstrBot 设计的 Office 助手插件。它赋予大语言模型（LLM）直接操作文件的能力，支持读取并分析多种格式文件，以及生成 Office 文档和office互转pdf的功能

Built for OpenClaw and beyond, Chat Selfie lets your AI Agent send you emotional selfies in every conversation, with mood-aware replies, heartbeat pushes, and flexible image generation. 让你的 AI Agent 在对话中发送情感自拍。

CLI-based multi-agents for Auto-Tuning (e.g. HPC code optimazation loops) supporting Local LLMs

CLI for Monarch Money - access your financial data from the command line. Built for agents(claude code) and humans.

A full-stack conversational AI starter kit built with Amazon Bedrock AgentCore, Strands Agents SDK, FastAPI, and htmx.

RAG pipeline security testing toolkit - 27 techniques across 6 kill chain phases, mapped to MITRE ATLAS

Autonomous research harness for AI agents. Give it a measurable goal — it hypothesizes, experiments, and iterates until it finds a solution or tells you what it learned.

AMG-RAG (Agentic Medical Graph-RAG) is a comprehensive framework that automates the construction and continuous updating of Medical Knowledge Graphs (MKGs), integrates reasoning, and retrieves current external evidence for medical Question Answering (QA).

Minimalistic implementation for LLM-based chat assistants with Tool Use (function calling) and MCP

An open-source Python SDK for analyzing, evaluating, and curating agent traces stored in BigQuery. Built on top of the BigQuery Agent Analytics, it provides a consumption-layer toolkit for agent observability, analysis, evaluation, and advanced capabilities like context graph at scale.

The open-source MultiAgentOps evaluation and verification harness for any industry business workflow.

27 Skills that diagnose, build, and optimize every architectural layer of your Claude environment

Facebook Ads Analyzer 是一个专业的广告数据分析系统，基于facebook_ads 的 claude code agent skill ,能够： 自动分析 Facebook Ads Manager 导出的 CSV 数据 根据不同广告目标（互动/转化/流量）智能评估广告表现 识别最佳和最差广告 生成详细的诊断报告和优化建议 提供数据驱动的投放策略方案

The LLM Council works together to answer your hardest questions

Plugin for QGIS interaction using LLM. Enables geospatial analysis and data processing through natural language commands.

Agent Skill: PHP 8.x modernization patterns - typing, attributes, PHPStan | Claude Code compatible

Hands-on workshop to build, test, and deploy single-agent and multi-agent Hosted Agents to Microsoft Foundry from VS Code using Foundry Toolkit and Agent Framework (Python)

Personal finance copilot — real math, not AI guesses. 6 locales · 13 bank formats · Monte Carlo FIRE. claude.ai · Claude Code · Cowork. Open source, free.

One free AI endpoint, every free tier behind it. Local OpenAI-compatible gateway routing across OpenRouter, Groq, NVIDIA NIM, Cloudflare Workers AI, and HuggingFace with automatic failover.

cn金融数据 MCP 服务器 — 工具包覆盖 A 股行情、财报、估值、板块、市场全景、新闻及宏观指标。

计算机专业 Skills 大合集：610 个 Claude Code / OpenClaw 风格 skills，覆盖编程、前后端、云平台、AI Agent、科研、自动化与安全审计。

The AI assistant for knowledge workers — a local-first personal-agent runtime built on Claude Code and Obsidian.

Zettelkasten knowledge base template for Claude Code projects. Bootstrap + interactive interview.

Coral is an open-source, local-first session bridge that lets AI agents borrow a user's already-authenticated browser sessions on a per-site, per-action, fully audited basis.