Python agents

Voice-controlled AI desktop assistant in Python. Speech recognition, text to speech, real-time web search, image generation, computer vision and WhatsApp automation, inspired by Iron Man's JARVIS.

transformers safetensors llama text-generation facebook meta

Urani's first MEV agent template. It listens for batches, parses them, checks for P2P matches, and spins threads for best quotes through arbitrage in different AMMs.

A command-line interface to generate textual and conversational datasets with LLMs.

AI Bill of Materials — discover every AI agent, model, and API in your infrastructure

A data-driven, fast driving simulator for multi-agent coordination under partial observability.

Open Source, Language Agnostic Mutation Testing

Foam-Agent: An end-to-end, composable multi-agent framework for automating CFD simulations in OpenFOAM. NeurIPS 2025 Machine Learning and the Physical Sciences Workshop.

Character Animation Creator Skill for Codex and GPT Web Agent — generates game-ready animations and sprites from reference images or text prompts

BrainAPI is a knowledge graph–powered AI memory layer that transforms unstructured data into structured knowledge, enabling intelligent search, recommendations, and contextual memory for AI agents and applications.

StatsPAI is the first Agent-native Python library for causal inference and applied econometrics — unified API, broad cross-method coverage, structured result objects, machine-readable schemas, Skills, an MCP server, and R/Stata parity validation.

A Language Agent for Autonomous Driving

Repo for NAACL 2025 Paper "Unfolding the Headline: Iterative Self-Questioning for News Retrieval and Timeline Summarization"

Mentis: A powerful multi-agent orchestration framework built on LangGraph.

Embodied Agent Interface (EAI): Benchmarking LLMs for Embodied Decision Making (NeurIPS D&B 2024 Oral)

[ICLR-2025] POGEMA stands for Partially-Observable Grid Environment for Multiple Agents. This is a grid-based environment that was specifically designed to be flexible, tunable and scalable. It can be tailored to a variety of PO-MAPF / MAPF settings.

Multi-Agent System Powered by LLMs for End-to-end Multimodal ML Automation

📊 电商数仓智能问数 AI Agent，最适合用于系统学习 LangGraph 的实战项目：基于 LangGraph、FastAPI、Qdrant、Elasticsearch、MySQL 与 React，完整实现元数据知识库、混合检索、自然语言生成 NL2SQL 生成校验、SQL 执行与流式查询展示。前后端完整代码全栈可跑，Docker 环境一键部署，配套 ai-agents-from-zero 免费教程与章节代码分支。适合系统学习大模型应用、数据分析 Agent 和企业级 AI 工程落地。

Last-night exam-cram coach as a Claude Agent Skill: turns your slides, notes and past papers into a chaptered knowledge base + quiz bank, teaches only what's in your materials, and never fabricates (measured 100% out-of-scope abstention). Bilingual EN/中文 — the 期末极速备考 skill.

Gemini 2.5 Computer Use + OpenAI Realtime API + Claude Code Multi-Agent Experiment

SkillsVote: Lifecycle Governance of Agent Skills from Collection, Recommendation to Evolution

本项目实现了一个基于多智能体（Multi-Agent）和检索增强生成（Retrieval-Augmented Generation, RAG）技术的客户支持系统。它利用 Python、LangChain 和 LangGraph 构建了一个能够处理各种旅行相关查询的对话式 AI，包括航班预订、租车、酒店预订和行程推荐。还有对接了woocommerce商城进行商品查询，文章查询，表单提交，订单查询等商城功能。

Molecode presents molecules as code and enables LLMs to operate and reason on chemistry directly.

The production framework for Predictive and Generative AI. Serve any model as an API in one line, with OpenAI/Anthropic/Ollama-compatible endpoints, a built-in chat UI, and native MCP.

gradio region:us

Agent skill from Y Build for turning AI images and videos into playable game art assets

AI Talks - ChatGPT Assistant via Streamlit

This repo is to showcase how you can run a model locally and offline, free of OpenAI dependencies.

An enterprise-grade AI retriever designed to streamline AI integration into your applications, ensuring cutting-edge accuracy.

ReelsMaker is a Python-based/streamlit application designed to create captivating faceless videos for social media platforms like TikTok and YouTube.

A local-first, encrypted Slack/Discord alternative built for the agentic era. AI agents, such as openclaw, join channels, receive tasks, and coordinate on equal footing with humans — over a serverless P2P mesh.

Charles Proxy MCP server for AI agents with live capture, structured traffic analysis, and agent-friendly tool contracts

transformers safetensors iquestcoder text-generation conversational custom_code

[RA-Letter 2022] Reinforcement Learned Distributed Multi-Robot Navigation with Reciprocal Velocity Obstacle Shaped Rewards

MacOS Demo for Claude Computer Use

Implementation of "Describe, Explain, Plan and Select: Interactive Planning with Large Language Models Enables Open-World Multi-Task Agents"

TranscriberBot for Telegram

Unofficial reverse-engineered ChatGPT API in Python

Record and Replay AI Agent Trajectories.

transformers safetensors qwen2 text-generation RLHF Nexusflow

Main rossoctl repo - installer, UI and docs

FireAct: Toward Language Agent Fine-tuning

An agent-based simulation of corona and other viruses in python

Nova-Proximity is a MCP and Agent Skills security scanner powered with NOVA

MagicSkills：Stop copying skills between agents. MagicSkills turns scattered SKILL.md folders into reusable, composable, tool-ready capabilities.

Official Repository of paper VideoGPT+: Integrating Image and Video Encoders for Enhanced Video Understanding

Building a Software Dev Team. Experimental Project to orchestrate a team of agents to solve programming tasks.

Open-source AI real estate search with RAG, vector search, multi-provider LLMs, FastAPI, Next.js, ChromaDB, and a live demo.

Python and TypeScript SDKs for verifiable evidence of AI agent actions. Signed receipts, policy enforcement, audit trails. Works with LangChain, CrewAI, MCP.

Private voice keyboard, agent, AI chat, images, webcam, recordings, voice control with >= 4 GiB of VRAM.

Llama-github is an open-source Python library that empowers LLM Chatbots, AI Agents, and Auto-dev Solutions to conduct Agentic RAG from actively selected GitHub public projects. It Augments through LLMs and Generates context for any coding question, in order to streamline the development of sophisticated AI-driven applications.

function calling-based LLM agents

META‑AGENTIC α‑AGI 👁️✨ — Mission 🎯 End‑to‑end: Identify 🔍 → Out‑Learn 📚 → Out‑Think 🧠 → Out‑Design 🎨 → Out‑Strategise ♟️ → Out‑Execute ⚡

Write your robot software in minutes.

This MCP server provides documentation about Strands Agents to your GenAI tools, so you can use your favorite AI coding assistant to vibe-code Strands Agents.

AI-native data platform: 60+ connectors, dlt-based ETL, DAG scheduling, per-source RAG knowledge bases, and sandboxed AI agents that query, chart, and analyze your data.

Open-source sandboxes where coding agents build and deploy. Spin up isolated environments where Claude Code, Cursor, and other agents code and deploy software.

Measuring agents' ability to get work done on a computer

Standalone agent runtime core with neutral LLM types, provider clients, tool loop, and extension protocols.

KEras Reinforcement Learning gYM agents

Extract knowledge from all information sources using gpt and other language models. Index and make Q&A session with information sources.

llmbasedos — Local-First OS Where Your AI Agents Wake Up and Work

[NeurIPS 2024] ReEvo: Large Language Models as Hyper-Heuristics with Reflective Evolution

[USENIX Security 2025] PoisonedRAG: Knowledge Corruption Attacks to Retrieval-Augmented Generation of Large Language Models

A self-hosted AI assistant for academic research — manages your papers, searches literature, tracks deadlines, and answers you on the channels you already use.

RL environments + evals for AI agents. Define once, train anything.

Agentic pentest tooling. Currently achieving 81% (KIMI K2.5) on XBOW's benchmark in full black-box. Completely Self-hosted. Every model available on LiteLLM (Ollama, anthropic, openai...)

비개발자를 위한 한국 실무 AI 코워커 패밀리 — Claude Cowork·ChatGPT Work에서 /project 한 번으로 시작

A CLI tool to provide LLM context for coding projects by combining project files into a single text file (or clipboard text) with directory tree structure.

Xircuits toolkit for creating and experimenting with BabyAGI/AutoGPT-style agents

A full-stack Webui implementation of Large Language model, such as ChatGPT or LLaMA.

Opensource Memory for Agents

A collection of enhancements, plugins, and prompts for Open WebUI, developed and curated for personal use to extend functionality and improve experience.

Harness is an AI Agent development guardrail Meta-Skill that establishes four layers of defense for any project in one command: knowledge management, architecture constraints, feedback loops, and entropy management.

C2S Agent is an lightweight AI Agent construction platform that provides configurable online Agents and MCP services, You can configure any HTTP request interface as an MCP tool. C2S Agent 是一个轻量级的AI Agent构建平台，提供在线可配置的Agent，MCP，您可以一个HTTP请求的接口配置成为一个MCP工具，Agent之间可以进行自交流。并提供了单端口多A2A服务，MCP服务的解决方案

This repo houses Rubber Ducky scripts integrated with OpenAI's GPT. Designed for ethical hackers and researchers, it merges quick Ducky executions with GPT's intelligence. Always use responsibly and with proper permissions.

[NeurIPS'25, ICLR'26] Graph Foundation Model for Retrieval Augmented Generation

23 Components of the Claude Code Architecture

SRE reliability instrumentation for agentic AI — DQR, TIE, HER, AQD

不教 PUA，只教真心。Win your crush before it's too late. Inspired by colleague-skill（同事skill）

Video understanding and self-verification for AI agents. Turn videos, streams, and agent screen recordings into searchable, timestamped evidence—then use THE LOOP to inspect, fix, and verify the work. MCP, CLI, REST, local-first.

Software design & development with AI

Find best-response to a fixed policy in multi-agent RL

DEPRICATED! Use the multi-agent suite instead!

Optimization Modeling Using mip Solvers and large language models

(ACL 2025 Main) Code for MultiAgentBench : Evaluating the Collaboration and Competition of LLM agents https://www.arxiv.org/pdf/2503.01935

ALMA (Automated meta-Learning of Memory designs for Agentic systems) is a framework that meta-learns memory designs to replace human-engineered designs for agentic system.

Tool-calling quality benchmark for LLM serving stacks. 80+ deterministic scenarios testing multi-turn orchestration, safety boundaries, and structured output. Supports vLLM, SGLang, and llama.cpp.

Local-first persistent memory for AI coding agents (Claude Code, Cursor, Codex) over MCP. Decisions, lessons and facts live in one SQLite file on your disk. Offline, multilingual.

An intentionally vulnerable OWASP LLM Top 10 training platform for AI Security, Prompt Injection, RAG Security, Agent Security, and GenAI penetration testing.

📛 Autoxsh is an open-source tool that utilizes OpenAI's API to automate the generation and publishing of content on Xiaohongshu (Little Red Book), including images, titles, text, and tags.

A python wrapper for the Doc2X API and comes with native texts processing (to improve PDF recall in RAG). | Doc2X API的python封装，同时附带本地的文本处理(提升PDF在RAG中的召回率)。

Official code for article "LLMLight: Large Language Models as Traffic Signal Control Agents".

macOS menu bar & Windows tray app pinning Claude Code, Codex & Antigravity quota, burn rate, and cost to your screen. Local-first, no LLM API calls. HTML reports, 10 themes.

ICML 2026 · Plug-and-play long-term memory for LLM agents

A Test Project for a Network Security-oriented LLM Tool Emulating AutoGPT

Running local Language Language Models (LLM) to perform Retrieval-Augmented Generation (RAG)

The AI agent memory cloud you’ll wish existed yesterday. Manage agent memory like a GitHub repo: switch devices, switch agents, switch sessions, and your AI still remembers who you are, what it has learned, the rules you taught it, where the project left off, and what to do next.

Self-hosted runtime control plane for AI agents. Observe or HITL approve or Block rogue tool calls before it executes: secret leaks, prompt injection, supply chain etc in a local dashboard. Agent agnostic (Claude,codex etc.)