Custom agents

Chatto is a minimal chatbot framework in Go.

An agent orchestration framework for economic agents

Twitch IRC library for the Rust programming language

BotSIM - a data-efficient end-to-end Bot SIMulation toolkit for evaluation, diagnosis, and improvement of commercial chatbots

mini-OpenCode is a lightweight experimental Coding Agent inspired by Deer-Code and OpenCode. It explores how LLMs can plan, reason, and iteratively write code with minimal infrastructure, aiming to provide a simple, hackable foundation for understanding and building agentic coding systems.

A multi-agent sample and workshop for a retail banking scenario. Implemented in both C# and Python, using Angular as Frontend!

Multi-agent project (commnet, bicnet, maddpg) in pytorch for Multi-Agent Particle Environment

Groq Cloud runs LLM models fast and cheap. This is a convenience client library for Ruby.

ChatGirl is an AI ChatBot based on TensorFlow Seq2Seq Model. ChatGirl 一个基于 TensorFlow Seq2Seq 模型的聊天机器人。（包含预处理过的 twitter 英文数据集，训练，运行，工具代码，来波 Star 。）QQ群：167122861

LocalChat is a ChatGPT-like chat that runs on your computer

Document AI. Extract structured data like JSON, Markdown and HTML from documents using LLMs and AI agents.

Develop and deploy smart contracts using natural language.

Internal Q&A and knowledge base for Backstage. Empower teams to share knowledge, ask questions, and integrate AI-powered answers directly into their developer portal.

A python library for creating AI assistants with Vectara, using Agentic RAG

Self-Hosted AI Agent for Kubernetes & DevOps. Approval-Gated. Deterministic Control Loop.

Code&Data for the paper "Watch Out for Your Agents! Investigating Backdoor Threats to LLM-Based Agents" [NeurIPS 2024]

Modern desktop application (Rust + Tauri v2 + Svelte 5 + Candle (HF)) for communicating with AI models that runs completely locally on your computer. No subscriptions, no data sent to the internet — just you and your personal AI assistant

🐤🐧 A declarative and highly modular Blackboard Multi Agent System 🐓 🦆

Claude Code多智能体编排Skill：自适应决策 + 6阶段工作流 + 5大场景 | Multi-agent orchestration skill for Claude Code

Moxy is an open-source DAST tool designed for modern web application security testing. It provides an easy-to-use interface with agentic capabilities to assist and automate pentesting workflows.

QuantConnect Algorithmic Trading Platform Orchestration MCP - Agentic LLM Driven Trading Strategy Design, Research & Implementation

Fully autonomous and agentic lorebook, tracker, and summary retrieval for SillyTavern!

Secure autonomous AI agent framework and platform. Build AI teams by describing what you want. Orchestrate agents that can do everything a human can do.

TikHub API 助手是一个 Codex/Claude Code Agent Skill，用于帮助用户搜索、发现和调用 TikHub API。TikHub 提供了多平台社交媒体数据 API，支持抖音、TikTok、小红书、Instagram、YouTube、Twitter、Reddit 等平台。This is a TikHub API skill/documentation repository. TikHub is a multi-platform social media data API service that provides RESTful endpoints for platforms including Douyin (抖音), TikTok, Xiaohongshu

Comprehensive guide to AI agent engineering: how 30+ frameworks actually work under the hood. Context rot, compaction, system prompt assembly, SOUL.md, agent loops, memory systems, tool sprawl, MCP, progressive disclosure, multi-agent orchestration, Plan/Act, episodic memory. Code examples throughout. Pick the right stack, avoid the common traps

Practices, protocols, and skills for AI-driven software development. Skills and safety hooks for Claude Code, Codex, OpenCode, Cursor, Antigravity, and any agent supporting the Agent Skills standard.

RS-Agent: An LLM-driven Remote Sensing Intelligent Agent

Install Oracle skills to Claude Code, OpenCode, Cursor, and 12+ AI coding agents

VYNN AI Agent Backend is a standalone agent execution system for financial analysis. It orchestrates LLM-based agents to scrape historical financial data, build valuation models, analyze real-time financial news, and generate structured financial reports, with a focus on modularity and reproducible execution.

Local AI coding orchestration for repo-scale work: LLM-council planning, Ralph-loop recovery, isolated OpenCode worktrees, and human-gated PR delivery.

Notion mcp to connect AI agents to notion through markdown | Read and write notion markdown

QozeCode 是轻量级的 命令行 AI agent，基于 LangGraph 架构构建的专业级命令行智能体（AI Agent）。它旨在将大语言模型的推理能力与终端操作环境深度融合，通过 ReAct（Reasoning and Acting）范式，实现复杂开发任务的自动化执行。

A Scalable Agentic RL Training Framework for Deep Research Agent

Run AI harnesses like Claude Code, Codex, Copilot, Antigravity, and Omnigent in disposable workspace forks. Review, merge, or roll back changes with policy enforcement and provenance.

Goink 桌面 AI 小说创作助手，对话式写作 + 自动状态追踪 + 本地语义搜索。跨平台开箱即用。AI Agent Novel Generator.

The AI agent sandbox runtime. Boot any OCI image as a Firecracker microVM, Linux container, or Apple Silicon VM in ~400 ms — zero-copy DAG storage, P2P image sync, native MCP for opencode/Claude Code/Cursor.

Turn your strongest Claude model into a team-lead orchestrator: it plans and reviews while cheaper Claude or Codex workers execute — with blind verification before anything counts as done.

Native, local-first knowledge graph engine for code and project artifacts—inspired by Graphify, built in Rust, and evolving beyond it.

A toolkit of agent primitives

 MCP server providing AI agents with instant access to Apple developer documentation via RAG

Artifacts-like chrome extension for ChatGPT, inspired by Claude 3.5 Sonnet. Requires CSP unblocker for JS to function.

Natural Language Data Augmentation Tool for Conversational Systems

InterfaceAgent: a versatile framework designed to create system and interface agents capable of managing mobile and desktop applications and features.

Researcher Agent to write blog posts/ articles using Amazon Bedrock and websearch.

AI 应用示例合集

An LLM-powered Slack bot for your internal knowledge, powered by tiger-agents-for-work libraries.

AdaSociety is a customizable multi-agent environment featuring expanding state and action spaces, alongside explicit and alterable social structures. AdaSociety is friendly to tensor-based and LLM-based methods.

A framework for evaluating AI audit agents using recent real-world data

OCS (OpenCode Config Suites) installer for Multi Agents workflow, AI coding setup, and cross-platform OpenCode onboarding.

CLI Tool for 8k context ai models

char const* const commands[] = { "aapt", " aapt", " zipalign", "abduco", " abduco", "abook", " abook", "alpine", " alpine", " pico", " pilot", " rpdump", " rpload", "angband", " angband", "apache2", " ab", " apachectl", " apxs", " checkgid", " dbmmanage", " envvars-std", " fcgistarter", " htcacheclean", " htdbm", " htdigest", " htpasswd", " httpd", " httxt2dbm", " logresolve", " rotatelogs", " suexec", "apr-dev", " apr-1-config", "apr-util-dev", " apu-1-config", "apt", " apt", " apt-cache", " apt-config", " apt-get", " apt-key", " apt-mark", "aria2", " aria2c", "atomicparsley", " AtomicParsley", "attr", " attr", " getfattr", " setfattr", "autossh", " autossh", "bash", " bash", "bc", " bc", " dc", "binutils", " addr2line", " ar", " arm-linux-androideabi-ar", " arm-linux-androideabi-ld", " arm-linux-androideabi-nm", " arm-linux-androideabi-objdump", " arm-linux-androideabi-ranlib", " arm-linux-androideabi-readelf", " arm-linux-androideabi-strip", " as", " c++filt", " elfedit", " gprof", " ld", " ldd", " nm", " objcopy", " objdump", " ranlib", " readelf", " size", " strings", " strip", "bison", " bison", " yacc", "blogc", " blogc", " blogc-make", " blogc-runserver", "bmon", " bmon", "brogue", " brogue", "bs1770gain", " bs1770gain", "bsdtar", " bsdcat", " bsdcpio", " bsdtar", "busybox", " busybox", " env", "bvi", " bmore", " bvedit", " bvi", " bview", "bzip2", " bunzip2", " bzcat", " bzcmp", " bzdiff", " bzgrep", " bzip2", " bzip2recover", " bzless", " bzmore", "cadaver", " cadaver", "calcurse", " calcurse", " calcurse-caldav", " calcurse-upgrade", "cava", " cava", "cboard", " cboard", "ccache", " ccache", "ccrypt", " ccat", " ccdecrypt", " ccencrypt", " ccguess", " ccrypt", "cgdb", " cgdb", "clang", " arm-linux-androideabi-clang", " arm-linux-androideabi-clang++", " arm-linux-androideabi-cpp", " arm-linux-androideabi-g++", " arm-linux-androideabi-gcc", " c++", " cc", " clang", " clang++", " clang-5.0", " clang-cl", " clang-cpp", " clang-format", " clang-rename", " cpp"

A reference blueprint for building persistent, multi-agent Claude Code setups with Telegram and Discord.

Private RAG system with semantic context ingestion to improve source of truth of reliable sources

Claude agent sdk as a provider for pi

Local-first observability your agent reads back. TMA1 records every LLM call, then routes what it sees into the agent's next turn via hooks and MCP.

AerialClaw: Towards General Intelligence for Autonomous Aerial Agents

[ICLR 2026] Beyond a Million Tokens: Benchmarking and Enhancing Long-Term Memory in LLMs

Local-first AI workspace for macOS. Ten workspaces — Coder, Agent Swarm, Finance, 3D Forge, Sandbox, Virtual OS and more. 12 providers, or fully offline with Ollama. No backend, no telemetry, no account. Your keys and files stay on your machine. 8.9 MB, MIT.

Local-first Rust TUI/CLI for auditing AI coding-agent sessions: cost, tokens, latency, failures, and health｜本地优先 Rust TUI/CLI，审计 AI 编程 Agent 会话的成本、Token、延迟、失败与健康度

Private Skill distribution platform for AI coding agents: publish, install, update, and rollback team skills across Cursor, Claude Code, Codex, and OpenClaw with a minimal server + skb CLI.

React Native Duolingo clone with a real-time AI voice teacher. Built with Expo, Stream Voice Agents, Clerk auth, and NativeWind for a complete, interactive mobile learning experience.

A curated guide to the Herdr ecosystem: tools, workflows, configs, clients, skills, and integrations.

Spec2Case 是生产级 AI 测试用例生成智能体，支持图片/文本需求理解、人工确认、LangGraph 流程编排和 Excel 用例导出。

Local MCP server that exposes eBay Sell APIs to AI assistants with OAuth, tool gating, and stdio/HTTP transports.

Iron-Man-style voice assistant + holographic HUD for Hermes Agent. Local Whisper STT, ElevenLabs voice, agent-summoned media panels, runs on your own hardware.

WRAITH — Weakness Reasoning & AI Threat Hunter | Multi-agent RL-driven penetration testing framework | DEF CON 2026

Local-first agent workspace for knowledge, tasks, documents and verifiable workflows · Локальная агентная система для знаний, задач и проверяемых процессов · t.me/romarayt

2019语言与智能技术竞赛-基于知识图谱的主动聊天

This is an open source implementation of the Github Copilot AI Model based on reverse engineering of the VSCode and IDEA plugins.

Agentic-first Cursor Rules powered by MiniMax M2 — clarify-first prompting, interleaved thinking, and full tool orchestration for production-ready AI coding

Accurate and flexible loops calling tool for 3D genomic data.

BEAM-native personal AI agent built on Elixir/OTP. Runs on your hardware. Your data stays yours.

Kieker is an observability framework, that consists of an monitoring and tracing agent, and compatible analysis tools

DialOp: Decision-oriented dialogue environments for collaborative language agents

PATIENT-Ψ: Using Large Language Models to Simulate Patients for Training Mental Health Professionals (EMNLP 2024)

:robot: The next generation of Multi-Modal Multi-Agent platform. :space_invader: :unicorn: :crystal_ball:

[ICML 2026] AutoControl Arena: Frontier AI Risk Auto-Discovery Platform

Simple python tool which finds the location of a wifi access point from its BSSID (Basic Service Set Identifier) which is the MAC address of the wifi access point and optionally displays the location on Google Maps. This is implemented by calling the Apple Location Services API.

Hybrid RAG AI Agent built with MongoDB, Pydantic AI, and Docling - combines semantic and text search with reciprocal rank fusion.

Hyprdots, Hyprland Omarchy, Quickshell, Agentic Local-Ai, Custom Integrated, Minimal

MAPF-LNS2: Fast Repairing for Multi-Agent Path Finding via Large Neighborhood Search

对标大厂内部研发环境建设，面向小型创业团队的云端 IDE 标准环境。 预置 VSCode 在线版与 Claude Code、Gemini、Codex 等 AI 编程工具。 专为弱网、出行、休眠与长时间 Agent 运行场景设计。 保持熟悉体验，实现持续在线的开发协作。

[RAG训练营] u.geekbang.org/subject/airag/1009927 这是我用Cursor自行制作的RAG Framework，好处是可以掌控RAG每一个环节的教学细节。

Foundation is a flexible, modular, and composable framework to model socio-economic behaviors and dynamics with both agents and governments. This framework can be used in conjunction with reinforcement learning to learn optimal economic policies, as done by the AI Economist (https://www.einstein.ai/the-ai-economist).

Reliability harness for long-running OpenClaw agents: persistent state, strict task contracts, scheduled execution, and external validation.

Open-source enterprise AI workforce platform — containerized roles, declarative skills, MCP tools, policy-driven security, K8s-native scheduling

"ULTRASHIP" Claude Code plugin — 39 skills, 33 tools, 11 agents for ship-ready workflows: planning, review, pentesting, safety guardrails, canary monitoring, SEO/AI-readiness check, penetration testing, code review, competitive analysis, incident response. 1 dependency. 180 tests. MIT.

The Trading Research Framework inspired by Deerflow Multi-Agent!

Curated workflow recipes that combine hooks, MCP servers, skills, agents, and CLAUDE.md to automate real Claude Code tasks

Muse Studio is an Agentic AI workspace for planning, visualizing, and iterating on stories and video creation.

Frontend AI coding agent platform with CLI, VS Code extension, desktop app, MCP server, RAG planning, Skills, SDD guardrails, browser automation, and LoRA planner models | 面向前端工程的 AI Agent 平台，支持 CLI、VS Code 插件、桌面端、MCP 服务、RAG、Skills、SDD、浏览器自动化与 LoRA 规划模型

Agentic Coding CLI & chat bot

Open source framework to vibecode and prototype voice agents with Gradium APIs

OpenTiny NEXT-SDKs is a front-end AI and browser automation toolkit. It implements WebMCP + WebSkills to build AI-native apps, and leverages webmcp-cli to enable LLM agents to remote-control any webpage without source code modifications. OpenTiny NEXT-SDKs 是一套前端 AI 与浏览器自动化工具包。它通过 WebMCP + WebSkills 协议构建 AI 原生应用，并利用 webmcp-cli 实现了无需修改源码即可让大模型代理自动控制任

One local dashboard for every Claude Code, Codex, Cursor, Antigravity, and Kilo Code session on your Mac. Spawn in parallel, ship in parallel. Open source, MIT.

Mailbox-native protocol and SDKs for asynchronous agent collaboration over email

A privacy-focused AI chat platform built with Vite + Capacitor + Cloudflare. Runs locally or in the cloud, supports Gemini models, live web search, and intelligent key rotation. No sign-up required — fast, secure, and customizable.

⌚ 在 Apple Watch 上批准 Claude Code / Codex 的危险操作,任务完成自动提醒 | Approve your AI coding agent's risky actions from your Apple Watch, get buzzed when tasks finish