GitHub agents

Dcup - Advanced RAG for Personal Knowledge ☕

Run Large Language Model "Agents" in Salesforce apex

🧙‍♂️ Text2SQL 是基于 SpringBoot、MySQL、Vue2 以及 ChatGPT，通过用户输入的表结构和需求，神奇地生成具体的 SQL 语句！用户可以导入数据库和表结构，选择具体的表，生成独特的 SQL 语句。致力于解放开发同学的双手，扎根于更深层次的业务中。Text2SQL 更适合对 SQL 感兴趣的开发同学呦 🌟

Unofficial Anthropic API client for Elixir. Integrate Claude, Anthropic's powerful language model, into your applications.

Python code to implement LLM4Teach, a policy distillation approach for teaching reinforcement learning agents with Large Language Model

Demo repo for connecting an LLM Agent to a Whatsapp webhook

Deep Reinforcement Learning (DRL) algorithms have been successfully applied to a range of challenging simulated continuous control single agent tasks. These methods have further been extended to multiagent domains in cooperative, competitive or mixed environments. This paper primarily focuses on multiagent cooperative settings which can be modeled for several real world problems such as coordination of autonomous vehicles and warehouse robots. However, these systems suffer from several challenges such as, structural credit assignment and partial observability. In this paper, we propose Recurrent Multiagent Deep Deterministic Policy Gradient (RMADDPG) algorithm which extends Multiagent Deep Determinisitic Policy Gradient algorithm - MADDPG \cite{lowe2017multi} by using a recurrent neural network for the actor policy. This helps to address partial observability by maintaining a sequence of past observations which networks learn to preserve in order to solve the POMDP. In addition, we use reward shaping through difference rewards to address structural credit assignment in a partially observed environment. We evaluate the performance of MADDPG and R-MADDPG with and without reward shaping in a Multiagent Particle Environment. We further show that reward shaped RMADDPG outperforms the baseline algorithm MADDPG in a partially observable environmental setting.

pytorch implementation of "Efficient Communication in Multi-Agent Reinforcement Learning via Variance Based Control"

This repository implements the proposed method from IEEE 2020 Paper Multi-Agent Reinforcement Learning Based Resource Allocation for UAV Networks Donate me: 8660186868668 MB Bank

Agent Kit is a comprehensive AI agent development framework that integrates Claude Agent SDK, providing a complete solution from frontend to backend. This project aims to help developers quickly build, deploy, and scale production-grade AI Agent applications.

Makes your codebase agent-friendly and keeps it that way. Small files so agents don't waste tokens. CLAUDE.md in every directory so they don't have to guess. Tests so they check their own work. Run once, it bolts rules into your global config — every project enforces standards automatically.

Neuro-Symbolic-Causal AI - Project Chimera | 🌌 An open research project exploring formal verification of AI agent decisions, combining symbolic reasoning, causal inference, and runtime policy enforcement.

A full-stack MERN (MongoDB, Express.js, React.js, Node.js, Socket.IO) chatting application 💬 with friends having features like trending social chatting apps additionally with a Personal Chatbot 🤖

Browser based Interface for Generative AI. Chat/Agent/Taskmanager Hybrid.

Official Arcade Python Client

The Claude subagents and example custom commands I use in my AI-assisted development workflow

Claude Code Agent Team GUI Monitor - Tauri v2 + React + TypeScript macOS desktop app with pixel art office view

LangGraph ReAct Agents with an ability to use MCP Tools dynamically

LangGraph+A2A+MCP 实现的Agent RAG

An agentic AI for tech career coaching 程序员技术学习AI智能体 (based on JoyAgent-JDGenie with local RAG and code analyzing)

Write your repo rules in Markdown. AI enforces them — triages issues, reviews PRs, fixes bugs, merges code, cuts releases.

AI-powered architecture analysis plugin for Claude Code. Generates diagrams, detects anti-patterns, and scores your codebase 0-100.

A curated list of autonomous agents and developer tools powered by LLM.

Prompt Hardener analyzes prompt-injection-originated risk in LLM-based agents and applications.

MAM: ModularMulti-Agent Framework for Multi-Modal Medical Diagnosis via Role-Specialized Collaboration

Agent Skills Evaluation Framework

Free OpenAI-compatible API providing access to powerful AI models. No registration required, completely free to use. 🔥

🤖 Local AI agent for your laptop. Voice activation, multi-step tool use, 7-layer memory, human-in-the-loop approvals. Zero cloud. Zero API keys. Zero telemetry.

LLM-based autonomous world

CryptoAgent is a professional, enterprise-grade solution designed to fetch, analyze, and summarize real-time cryptocurrency data.

构建生产级AI智能体的12个工程原则。提供实用模式和最佳实践，帮助开发者构建可靠、可扩展的LLM驱动应用程序。（中文翻译版 by 云中江树）

Turn every AI agent session into company intelligence. Nex silently unifies every AI agent conversation with your email, Slack, CRM, and 100+ tools into one knowledge graph. The more your team works, the smarter every agent gets.

🐍 Асинхронный Python-фреймворк для разработки ботов MAX Bot API (max.ru)

Multi-agent system that designs and generates complete agent team structures through conversational interviews. Supports Claude Code and Codex.

Turn any repo into a governed AI workspace. Quality gates, security scanning, and risk management — enforced locally via git hooks. Works with Claude Code, GitHub Copilot, Cursor, Gemini & Codex.

General RAG framework specialized for scientific and academic applications.

AI-powered bookkeeping and tax filing automation via MCP for entrepreneurs at the heart of the European economy

iMessage integration for Claude Code - autonomous agent via iMessage

一个基于人工智能的加密货币量化交易系统，专门用于ETH期货交易。系统集成了多种LLM提供商（DeepSeek、Qwen等）进行智能决策，并实现了高级技术指标分析和实时市场数据处理。

📚 Lama Loca — локальный ИИ-ассистент для учёбы. Учится по вашим книгам, создаёт отчёты, презентации, конспекты. Полностью офлайн.

RJ Auto Metadata is a desktop application that uses AI to automatically generate titles, descriptions, and keywords for your media files.

AI agent set for cloud security purple teaming, runs inside Claude Code, Gemini CLI, and Codex.

An autonomous agent that acts as a DEF CON-level Certified Ethical Hacker, using tools such as Nuclei, sqlmap, ffuf, Burp, ZAP, and the Social Engineering Toolkit (SET), (labs, CTFs, HackTheBox, TryHackMe, and bug bounties with a written scope).

Deterministic, zero-dependency Python firewall for AI agents — MCP rug-pull, memory poisoning, indirect injection, exfil channels. 44 compliance templates (US/CN/JP/EU).

Bring your own key (BYOK) relay to enable lightweight frontend-only apps to use LLMs using the user's API keys without hitting CORS.

Agent Knowledge Manager (akm). A CLI tool to manage AI agent knowledge, memories, skills, and more.

Claude Code hook that detects context compaction and injects a reminder to re-read AGENTS.md, preventing post-compaction rule amnesia in long sessions

Build a simple RAG chatbot with LangChain and Streamlit

Native C++ AI assistant module for the Godot 4.7 editor - multi-provider LLM chat, GDScript code generation & execution, scene-aware context, on-demand API docs and gotchas injection

Terrarium: Multi-turn data engine for evaluating and optimizing LLM agents in living environments.

WormGPT is an experimental AI project designed strictly for educational, cybersecurity research, and defensive testing purposes only. It is intended to help developers, researchers, and students understand AI behavior, prompt injection risks, and security vulnerabilities in language models.

A collection of examples demonstrating how to build AI agents that integrate with the Xero API using various agentic frameworks and the Xero MCP (Model Context Protocol) Server.

Production-ready AI-powered CRM with 6 autonomous agents for lead qualification, email intelligence, sales pipeline, customer success, meeting scheduling, and analytics

Chat copilot plugin for Paperclip — interactive AI assistant for managing tasks, agents, and workspaces

Open-source security gateway for LLM APIs — prompt injection detection, PII redaction, dangerous response sanitization, and audit logging. OpenAI/Claude compatible, MCP & Agent SKILL support. Drop-in proxy for AI coding agents (Cursor, Claude Code, Codex).

The open-source marketing agent workspace for Claude Code. 42 commands, 12 hooks, 4 industry starters.

A multi-agent system trained with GRPO for reliable long-horizon task planning and execution.

258 KB WASM runtime for Needle a 26M-parameter tool-calling transformer. Runs in browser, Cloudflare Workers, and Node.js. No backend required.

【ICML2026 Spotlight】 T2PO: Uncertainty-Guided Exploration Control for Stable Multi-Turn Agentic Reinforcement Learning

金蝶云星空 K3Cloud MCP Server，让 AI 助手（Claude Desktop、Claude Code、Cursor、Cline、Cherry Studio、Openclaw 等任意支持 MCP 协议的客户端）通过自然语言查询和操作金蝶 ERP 系统。

Anthropic API reverse proxy with prompt-cache injection and request body transforms

OpenAI-compatible proxy for assistant-ui.com free LLM endpoint. Supports streaming, tool calling, vision, and 5 models.

Event-driven multi-platform bot framework with Dashboard, Docker, hot-reload & module marketplace | 事件驱动的多平台机器人框架 — 一次编写部署 QQ/Telegram/Kook/云湖/Matrix/邮件等 10+ 平台

Official release for SkillRevise: trace-conditioned revision of LLM-authored agent skills

Native macOS app for managing and monitoring Docker — local and over SSH. Agent-ready: built-in MCP server and App Intents. Free and open source.

A fully-local, multi-model AI agent framework with Mixture-of-Agents (MoA) orchestration. Run a high-performance agentic stack on consumer GPUs (RTX 4080/5080) using Hermes + Ollama, with zero cloud dependencies.

AI video production workflow platform for professional short drama teams. Timeline-first, harness-tested, agent-assisted.

Cheasee-Pi: Build Your Own Harness. Cheap. Easy. Secure. Token-saving agent harness with security guardrails and a Kanban git-oriented sub-agent framework.

Open source authorization engine for AI agents. Confidence-aware gating · Human-in-the-loop review · Policy-as-code · Full audit trail

MIT-licensed, backend-agnostic AI agent orchestration loop in Python: orchestrator→worker→reviewer as a deterministic harness. Drive coding-agent backends through an MCP server + CLI.

Self-hosted gateway for Claude Code, Codex, Antigravity, Grok Build, OpenCode. Run AI coding agents on your own infra with a shared local-first memory layer. Drive from web, mobile, Telegram / Slack / Discord / Feishu / DingTalk / WeCom. Open REST + WebSocket API. Apache 2.0.

Nirvana-OS — open-core engine for agentic work (squads, businesses, mind-clones creation). Runtime-agnostic: Claude Code, Codex, Gemini-CLI, Antigravity, Hermes.

Mandol: An Agglomerative Agent Memory System (https://arxiv.org/pdf/2606.29778)

Give Claude semantic memory of your Obsidian vault — local semantic search over Smart Connections embeddings via MCP. Multi-vault, block-level, 100% private.

🧠 Obsidian plugin that embeds Claude Code as an AI writing companion — smart context, undo, diff preview, multi-thread chat.

Implementation of Podlite markup language

Swiss-army toolkit for .docx — faithful DOCX→HTML rendering, an in-browser block editor, Word-grade redlines with native tracked changes, and anchor-addressed markdown for LLM agents. .NET, WASM/TypeScript, Python, CLI.

Self-contained, Dockerized offensive security challenges for evaluating AI-powered penetration testing agents. Covers modern tech stacks (Node.js, Python, Go, Java, PHP, Ruby) across diverse vulnerability classes and target environments from basic injection to multi-step exploit chains, sandbox escapes, and defense-enabled environments.

Own your LLM's web search: a local search->fetch->rank pipeline that replaces hosted web-search tools. Measured: matches hosted accuracy at 66% lower cost and up to 88% fewer tokens, plus a precision-tuned semantic caching with query-dependant TTL that no API offers.

Simple note taking, powerful search, AI ready

Turn a web page into structured records your AI agent can use. One 3 MB Rust binary, no Node, no API key, no cloud. Accessibility-tree snapshots with stable uids, bot-detection patches, and your real Chrome logins.

Local web workspace for coding agents — Claude, Codex, Gemini, and more in one inspectable, LAN-ready hub.

Faster runtime for coding agents. Make coding agents 25% faster and 30% cheaper on average while keeping the quality same or more. Same Task, Same Quality, Faster and Cheaper.

Self-hosted browser workspace to run coding agents in parallel, steer work as it runs, review diffs, and ship.

Open bridge layer connecting local AI Agent CLIs to web, H5, mini programs, apps, IM, and custom clients.

BingoCode is a lightweight, open-source CLI orchestrator inspired by Claude Code. It encapsulates powerful AI-driven development capabilities into a streamlined terminal interface, allowing developers to bring their own LLM providers (BYOK) to a local-first, low-latency coding environment.

Multi-frontend agent relay: run Claude Code, Codex, local, and AG-UI agents from Discord or Microsoft Teams

Open Swiss legal corpus + MCP server: 1M+ court decisions (1875–today), 21k laws, 10M-edge citation graph, 42 MCP tools. CC0 data, MIT code. Live at mcp.opencaselaw.ch

开源终端 AI 编程 Agent：以在线 Evidence Runtime 验证链（LLM 输出是 Claim、工具结果才是 Evidence）为核心，SWE-bench_Lite 官方评测 36.7% 实例级通过率（可复现报告）。支持 7 种推理范式、MCP 工具、多模型。Python。

Enterprise-grade graph-powered code intelligence engine. Deep structural awareness for Laravel, PHP, Python, and JS. Powers AI agents with high-fidelity architectural context via MCP & Neo4j.

A cross-platform desktop client supporting multiple LLM providers, integrated with AI search, developer tools, and third-party AI tool access.一款支持多种大模型（LLM）提供商的跨平台桌面客户端。同时集成AI 搜索、开发者工具集与第三方 AI 工具入口。

Discord clever chatbot powered by brainshop.ai

Submit trading order to CEX & DEX with multi messaging platform and plugin support | EST. 2022

An Extensible Agentic Markup Language

A golang library that unify all the llm into one interface API

This project contains a step-by-step guide on how to design an advanced agentic memory for your LLM based applications.

☁️ DevOps & Cloud Infrastructure skill suite derived from iannuttall/claude-agents.