Python agents

🤖 OpenAI. No account required.

Paper to Code automates the incorporation of research paper concepts into practical code using OpenAI's GPT models, bridging theory and implementation.

quick way to build a private large language model server and provide OpenAI-compatible interfaces | 快速搭建私有大语言模型（LLM）服务，提供OpenAI兼容接口

One stop shop - Local-first RAG stack with intelligent polyglot-code/docs, remote code execution, local llama enrichment, progressive disclosure tools, mcp server, sandboxed security.

This repository helps you evaluate your models on the FreshStack benchmark!

AI web agent to find answers to any question

智能派单Agent系统是一个基于大语言模型(LLM)和LangChain框架的智能对话系统，用于为用户提供自动化的技师派单服务。系统具备上下文记忆能力，能够理解用户的多轮对话，并根据用户需求匹配合适的技师资源。

LTL Optimal Multi-Agent Planner (LOMAP)

Turn any MCP Client into a "multi-agent" system (via prompting)

This repository is your comprehensive guide to building, orchestrating, and deploying AI agents and workflows using the Microsoft Agent Framework. Whether you're creating simple chat agents or complex multi-agent workflows, this repository has everything you need to get started.

Codes accompanying the paper "Influence-Based Multi-Agent Exploration" (ICLR 2020 spotlight)

Multi-Agent RL Environment for the Stratego Board Game (and variants)

Basic ReAct agent implementation in Python from scratch

Agentic RAG with MCP Server

A platform designed to facilitate the development of advanced conversational agents using retrieval augmented generation (RAG).

replicantlife is a framework for generative agents that can be used in a simulation engine or standalone. Agents are powered with metacognition modules that allow that to learn and adjust their strategy over time.

Paused Codex App auth-split proxy experiment; future work would need a Responses-to-Chat-Completions adapter.

To Think or Not to Think: Exploring the Unthinking Vulnerability in Large Reasoning Models

Streamlit web app utilizing OpenAI (GPT-4) and LangChain LLM tools. Application includes an SQLite DB for login/authentication and message storage for later retrieval. Users can upload/embed their own PDF documents for chatbot reference. The user can then interact with a GPT-4 chatbot intended for the user's specified input, context, and scenario.

A YouTube agent built using AutoGen

AI code generation and improvement

Kel - CLI-based AI assistant

OpenAI Whisper in Home Assistant via the OpenAI API for use in the Assist pipeline

ZERG (Zero-Effort Rapid Growth): Secure and parallel Claude Code execution system. Overwhelm features with coordinated zergling swarms.

Improve insights to make smarter decisions by tapping into real-time data with retrieval-augmented generation (RAG).

Interactive LLM Chatbot that constructs direct and transitive software dependencies as a knowledge graph and answers user's questions leveraging RAG and critic-agent approach

Dataflow-guided retrieval augmentation for repository-level code completion, ACL 2024 (main)

Code for Multi-Agent Common Knowledge Reinforcement Learning (NeurIPS 2019)

[TPAMI] Interaction Pattern Disentangling for Multi-Agent Reinforcement Learning

Python implementation of Space-time A*, Prioritized Planning, & Conflict-based Search for Multi-agent Path Finding (MAPF)

Codes of GoMARL accompanying the paper "Automatic Grouping for Efficient Cooperative Multi-Agent Reinforcement Learning"(NeurIPS 2023). GoMARL is a domain-agnostic MARL method that learns automatic grouping for efficient cooperation by promoting intra- and inter-group coordination.

Create configurable Claude Code agents as ComfyUI nodes. Assemble agentic workflows that can leverage all the existing possibilites of ComfyUI.

Automated pipeline for generating, verifying, and preparing high-quality function calling datasets for model fine-tuning. Reduces manual annotation through multi-stage validation and conversion to training formats. Built for Azure ML with permissive license models (Phi3.5 MoE, Phi4 etc).

Python client for SuperAGI agent framework

Backend for skillgraph - a skill based framework for building agents that work.

AgenticSeek is a fully local, voice-enabled AI assistant designed to autonomously browse the web, write code, and plan tasks while ensuring complete privacy by keeping all data on your device. Tailored for local reasoning models, it runs entirely on your hardware, eliminating any cloud dependency.

Autonomous AI dev team — 9 Claude agents run as an agile team: plan sprints, write code, review, test, deploy. Runs 24/7 via cron.

A local browser automation agent based on Microsoft Fara-7B model optimized for LM Studio inference.

The official Python library for the Steel API

advanced-rag 是一个"纯粹的开源高级RAG系统"，基于 FastAPI + Next.js 构建，仅保留 AI 助手对话（含深度研究/深度思考） 与 知识库检索/入库 两大能力，所有 API 匿名访问。

copilot proxy for glm coding plan, will support more in the future (maybe?)

Battle-tested utilities for AI coding assistants. Self-guard hooks, memory GC, pitfall tracking.

A completely free python discord chat bot which uses Google's Gemini API.

Reddit_Poster_AIHawk is a Python script demonstrating AI's capabilities in social media interaction. It uses GPT models to analyze trending subreddits and automatically generate contextually relevant Reddit posts, showcasing AI's potential in understanding and engaging with online discussions.

MCP server that enables LLM agents to talk with IFC (Industry Foundation Classes) files

LMT (LayeredMemoryTrader) is a multi-agent trading system using LLMs with human-style short/mid/long memory debates.

Portable Agent Skill to plan, spawn, review, and merge parallel CLI agents in isolated git worktrees, with deterministic Python/Bash runners for condition-gated, backup-safe, log-heavy workflows. Includes a Kimi CLI example; easily adapted to Codex CLI, Claude Code, OpenCode, Droid Factory, Pi, or any CLI harness.

A framework for AI WhatsApp calls using Whisper, Coqui TTS, GPT-3.5 Turbo, Virtual Audio Cable, and the WhatsApp Desktop App.

The official code repository for the paper "CostBench: Evaluating Multi-Turn Cost-Optimal Planning and Adaptation in Dynamic Environments for LLM Tool-Use Agents"

🤖 Team onboarding kit for Claude Code AI coding assistant. Pre-configured with agents, skills, slash commands, and MCP integrations for Java 21/Spring Boot WebFlux, Angular, Flutter, PostgreSQL, and Firebase. Clone → install → start building.

Browser-as-infrastructure for AI agents. Isolated Chrome sessions with fingerprint controls, network isolation, and full control via REST API / CLI / Web UI.

Local-first SQLite memory provider for Hermes Agent

Odylith stops coding agents from confidently doing the wrong thing

Runtime visibility for Python MCP servers. Captures tool calls, session lifecycle, module imports (SHA-256), and subprocess execution as structured NDJSON. No code changes.

VERITAS OS is an AI agent governance runtime for decision control, policy enforcement, approval workflows, audit trails, and replayable evidence before real-world actions.

卡车-无人机协同配送系统，通过多智能体强化学习(MAPPO)算法优化物流配送效率。系统模拟真实的城市配送场景，其中卡车作为移动补给站，无人机执行最后一公里配送任务。optimized using Multi-Agent Reinforcement Learning (MAPPO) algorithms to enhance logistics delivery efficiency. The system simulates real-world urban delivery scenarios where trucks serve as mobile supply stations, and drones carry out the last-mile delivery tasks

Deterministic multi-agent pipeline for end-to-end software development, orchestrating CLI-based AI tools (e.g. Gemini, Claude, Codex) through tmux-controlled sessions.

Portable AI memory from your conversations and data exports.

Sample solution to automate tedious regulatory compliance processes using multi-agent systems

Simulated environments for robot agent evaluation and reinforcement learning.

WikiMind is a personal LLM-powered knowledge OS. Feed it articles, PDFs, YouTube videos, podcasts, or papers — it compiles them into a structured wiki and answers questions with full source attribution.

该企业智能办公智能体项目深度融合了LLM、向量数据库与语音识别技术，为企业提供了统一、智能的信息处理与决策支持中心。该系统核心具备三大能力：1. 它能构建企业专属知识库，通过对PDF、Word等文档的智能解析与检索，让员工能通过自然语言快速获取精准的政策、流程信息。2. 它打通了企业数据孤岛，用户可以用日常语言直接查询多个业务数据库，极大降低了数据获取与分析的门槛。3. 它提供了高效的会议管理功能，能将音频内容自动转写并提炼成结构化纪要，确保会议要点一目了然。项目采用Streamlit构建直观易用的Web界面，以LangChain为应用框架，后端集成DeepSeek大模型、BGE嵌入模型与百度语音识别服务，实现从文档、数据到语音的多模态信息交互，旨在成为企业数字化转型的强大AI助手。

Expert SurrealDB 3 skill for AI coding agents (Claude, Codex, Amp, Gemini CLI, Copilot, Cursor). SurrealQL, multi-model data modeling, graph queries, vector search, WASM extensions, and full ecosystem.

Outline-Driven Development for Claude Code - 46 agents, 25+ skills, diagram-first methodology, AST-based editing, atomic commits.

Ignition (8.3 and above) MCP server work with the new REST API

Fix "Codex cannot access its local database" / "migration 1 was previously applied but has been modified" / "timed out waiting for state db backfill after 30s" on Codex Desktop (Windows/WSL/Mac/Linux) after the 0.130 → 0.131 update. CRLF/LF sqlx checksum drift in state_5.sqlite + logs_2.sqlite. Sessions preserved. See openai/codex#23787.

Open Source Solution for Claude Creative Work

Agentic RL post-training framework

Turn a VPS into an AI-powered personal server with persistent memory, Telegram integration, and knowledge management

🤯 Go VIRAL! This AI-powered YouTube Clipper AUTOMATICALLY finds & creates your next hit videos with smart face tracking & word-by-word captions. Stop wasting time, start trending! 🚀

A Claude Skill that orchestrates multiple LLMs as a council, generating collective intelligence through peer review and chairman synthesis

Claude Code Skill - 抓取微信公众号文章并转换为 Markdown，自动下载图片 | WeChat Article to Markdown Converter

AI求职操作系统 — 岗位采集→10维评分→定制简历(LaTeX PDF)→面试资料生成→投递指南，一条龙服务

Model Context Protocol (MCP) server that gives LLM agents and chatbots direct access to the World Bank's Data360 Platform. Search, validate, and retrieve development indicators—from GDP and poverty to gender equality and climate—with structured metadata and time-series data, without hallucinating values.

Professional-grade skills for Claude Code & Claude AI - Transform Claude into a domain expert in seconds

Multi-agent AI framework that writes full-length novels with persistent story state, a deterministic continuity engine, and a five-role editorial pipeline.

Self-hosted AI assistant with voice satellites, 100+ tool integrations, RAG knowledge base, and full offline capability. Built with FastAPI + React + Ollama.

对话即创作 · AI Agent 驱动的小说写作工作台 ｜ Chat to create — an AI-agent-driven novel-writing workbench

MCP server for Home Assistant: give each AI agent its own token, scoped to only what you allow, with per-entity safety, full audit, and instant revoke.

Multi-agent environments library for simulating classic vehicle routing problems.

A collection of 5 practical AI projects that demonstrate how to build real-world AI applications using LLMs, agent workflows, tool calling, and memory

Memory Injection Attacks on LLM Agents via Query-Only Interaction

Drop-in async file-based handoff protocol for two AI coding agents (Claude Code + Codex), installed as one shared .handoff/ in your project.

Production-grade Agentic RAG system for arXiv paper curation

Open-source AI Operating System (AIOS) blueprint for Claude Code & Codex — turn any agent into your personal second brain + Chief of Staff: skills, self-verifying workflows, a second-brain wiki, and deterministic tools. Fork it for any role or domain.

Production-grade Agent Skills for data engineering AI agents: 73 workflows, platform presets, safe backfill/replay, Kafka & Spark reliability, MCP observability, and VS Code/JetBrains installers.

gradio mcp-server-track agent-demo-track region:us

gradio region:us

transformers safetensors stablelm text-generation causal-lm conversational

transformers safetensors qwen3 feature-extraction dflash speculative-decoding

gradio region:us

transformers safetensors gguf stablelm text-generation causal-lm

transformers pytorch safetensors llama text-generation conversational

safetensors qwen3_next NVFP4 quantized llm-compressor compressed-tensors

🗞️ AI 驱动的每日资讯采集与智能推送平台 — 将 RSS / GitHub Trending / AI 搜索汇聚为个性化日报，推送至飞书、企微、公众号、小红书、钉钉等平台。

MCP server serving Apple Human Interface Guidelines as structured design tokens for AI coding agents — post-WWDC25 system colors, Liquid Glass constraints, SwiftUI mappings.

Tmux manager for running, monitoring, saving, restoring, and looping Codex, Claude, Gemini, and custom agent CLIs.

Open-source, cross-agent Agent Skills for DevOps, DevSecOps, Cloud, Kubernetes/platform engineering, CI/CD tooling, GitOps/Argo, policy, security scanning, SRE, standards/compliance, MLOps, AgentOps, and enterprise collaboration. Build once, use in Claude Code, GitHub Copilot, OpenAI Codex, Cursor and Gemini CLI.

面向中文食谱问答的端到端 RAG 工程实践，覆盖数据清洗与索引构建、混合检索、多轮状态管理、结构化生成，以及基于真实大模型服务的 Live E2E 测评闭环。