Custom agents

AI Agent 开发实战

ApeRAG: Production-ready GraphRAG with multi-modal indexing, AI agents, MCP support, and scalable K8s deployment

Give Claude Code a memory that evolves with your codebase. Hooks automatically capture sessions, the Claude Agent SDK extracts key decisions and lessons, and an LLM compiler organizes everything into structured, cross-referenced knowledge articles - inspired by Karpathy's LLM Knowledge Base architecture.

An open-source AI agent that is compatible with multiple LLM models

Offline inference engine for art, real-time voice conversations, LLM powered chatbots and automated workflows

Every AI Agent deserves a wallet.

Claude Code as one-shot MCP server to have an agent in your agent.

Multi-agent orchestration for AI coding agents — pluggable runtime adapters for Claude Code, Pi, and more

The Simulink Agentic Toolkit gives your AI agent both the tools and the expertise to work effectively with Simulink and Model-Based Design.

Agent工程师最全学习路径 · 从零精通 AI 工程 · 20 阶段 542 课 · 中文全量翻译 + 配套站点 + 动画讲解视频 · 如何成为 AI Agent 工程师的修成指南

Your Software Factory - build faster and better with multi node agents that work 24/7

DeepSeek Harness (DSH) ecosystem: curated plugins, tools, and infrastructure from dsh-external/hub and the public dsh-plugin topic.

An IOS Simulator Skill for Agents. Use it to optimise their ability to build, run and interact with your apps, and to proxy xcodebuild to save token waste. Works with Claude, Codex, etc

The open-source Playwright library for AI browser regression testing with intelligent caching, auto-healing, and multi-model verification.

OpenClaw / QClaw plugin that visualizes AI agents as 3D NPCs in a game town — with social simulation, a map editor, and a character workshop.

Codebase harness + loop engineer

Turn PDFs, books and papers into interactive learning webpages｜将复杂材料转化为可追溯、可测验、可做笔记的学习网页

👩🏻‍🔬 Javascript Whatsapp api library for chatbots

Open-source local workbench for multi-agent software development.

AI agent for deep LinkedIn profile analysis.

Agent-MCP is a framework for creating multi-agent systems that enables coordinated, efficient AI collaboration through the Model Context Protocol (MCP). The system is designed for developers building AI applications that benefit from multiple specialized agents working in parallel on different aspects of a project.

把中文全渠道内容（抖音 / B站 / 小红书 / 公众号 / X / 播客）采集进个人知识库的 14 个 AI Skill：图文存图、视频转文字稿、字幕优先免 GPU、RSS/YouTube 订阅调度与每日情报简报，附带知识库 MCP server。｜ Ingest Chinese content into your personal knowledge base — image/video routing, subtitle-first transcription, feed subscriptions with daily digests, and a KB MCP server.

ARTEX · AI autonomous penetration testing system (multi-agent LLM, Go + Next.js) · AI 自主渗透测试系统 · 百度 agent+ 攻防挑战赛冠军

🔥 AI-powered data enrichment tool that transforms emails into rich datasets with company profiles, funding data, tech stacks, and more using Firecrawl and multi-agent AI

Pashov Audit Group Skills

a recursive self-improving harness designed to help your agents (and future iterations of those agents) succeed on any task

Context drive for your AI agents

600 行 TypeScript 写成的超级迷你版 pi，让你轻松从 0 写出属于你的 pi-agent

Awesome AI Memory | LLM Memory | A curated knowledge base on AI memory for LLMs and agents, covering long-term memory, reasoning, retrieval, and memory-native system design. Awesome-AI-Memory 是一个 集中式、持续更新的 AI 记忆知识库，系统性整理了与 大模型记忆（LLM Memory）与智能体记忆（Agent Memory） 相关的前沿研究、工程框架、系统设计、评测基准与真实应用实践。

HiMarket is an enterprise-level "AI Capability Marketplace and Developer Ecosystem Hub." It is not merely a simple aggregation of traditional APIs, but rather a comprehensive platform that packages, publishes, manages, and operates core AI assets such as enterprise Model APIs, MCP Servers, Agent APIs, etc., through standardized product formats.

A dev environment for AI agents.

The cloud infrastructure behind puppyone. Hosts projects as Git repositories for your team and agents.

An intelligent assistant serving the entire software development lifecycle, powered by a Multi-Agent Framework, working with DevOps Toolkits, Code&Doc Repo RAG, etc.

Coordinate your coding agents like a group chat — read receipts, delivery tracking, and remote ops from your phone. One pip install, zero infrastructure. A production‑minded orchestrator for 24/7 workflow

DeepPaperNote is an agent skill for deep-reading a single paper and generating high-quality Obsidian-style research notes. Works with Claude Code, Codex, Cursor, Copilot, Gemini CLI, and more.

Autonomous AI pentesting agents — real-time reconnaissance, vulnerability detection, and exploitation orchestration. Go + TypeScript.

本项目围绕吴恩达老师在DeepLearning.AI出品的Agentic-ai系列课程，为学习者打造中文翻译与知识整理教程。项目提供课程内容翻译、知识点梳理和示例代码解读等内容，欢迎大家Star!

Secure MCP runtime for AI agents to operate local machines, servers, and containers with multi-device orchestration.

Plain-language agent skills for Claude Code, Codex, Cursor and Gemini CLI: honest session reports, straight verdicts, steps you can follow. MIT.

Coordinate Claude, Codex and Cursor windows with shared tasks, acknowledgements, prechecks, parallel tests, source-bound proofs and independent review. Built-in skills recall lessons, simplify code and forecast work. Track progress, decisions and evidence in a bilingual local dashboard, with MCP plugins. Browse skills and verified security audits.

Jev-powered model routing, memory, compaction, skill selection, computer and browser use for Hermes agents (also Claude Code and Codex)

PhoneClaw turns phones into local AI agent runtimes with on-device models, native mobile Skills, LiveLand, and optional Mac Gateway inference.

The living ecosystem where AI agents complete tasks through workflow loops, improve through iterative execution, are evaluated by mentor agents or humans in the loop, and turn completed work into reusable work experience and data to improve future agents.

Collection of agent skills that turn your AI coder into a SAST scanner

天枢harness是一个的终端编程智能体，它要回答的核心问题是：模型何以稳定地交付——目标不漂移、完成有证据、验证有闭环，不说"应该修好了"。为此它在模型与真实世界之间建立一层认知执行环境（CVM），把目标、状态、证据、资源、权限与终止条件从对话历史中外部化，由运行时持续管理。同时对deepseek v4极度优化。

Computer use for about $0.0002 a step: OCR the screen, classify the next action with TypeSafe, click. macOS.

EvoSkill — An open-source framework that automatically discovers and synthesizes reusable agent skills from failed trajectories to improve coding agent performance.

TrustRAG：The RAG Framework within Reliable input,Trusted output

Latest Advances on Agentic AI & AI Agents for Healthcare

The official HOL Standards SDK, implementing the standards found in https://hol.org/docs/standards

Automate your browser with GPT-4

AIPex: AI browser automation assistant, no migration and privacy first. Alternative to Manus Browser Operator、 Claude Chrome and Agent Browser

An open standard for shared agent learning. Agents persist, share, and query collective knowledge so they stop rediscovering the same failures independently.

A personal context store for AI agents and assistants—reuse your existing coding agent CLI (Codex/Claude/OpenCode) with built‑in Skills/tools and a desktop GUI to capture, search, and reuse project knowledge across agents and repos.

Coding Agent Session Manager for Claude Code / Gemini CLI / Codex CLI / Cursor Agent / Copilot CLI / Cline CLI / OpenCode / Kimi CLI

[ICLR 2026] Youtu-GraphRAG: Vertically Unified Agents for Graph Retrieval-Augmented Complex Reasoning

ChatdollKit enables you to make your 3D model into a chatbot

A browser-based desktop where AI Agent operates every app through natural language.

The open-source Playwright library for AI browser regression testing with intelligent caching, auto-healing, and multi-model verification.

Agent Skills for iOS 26+, Swift 6.3, SwiftUI, and modern Apple frameworks

An open source agent microharness featuring persistent agency and recursive LLMs. Of bash, by bash, for bash; it's shells all the way down.

One Query. All Search Skill. 聚合 Gemini、Grok、豆包、元宝等平台原生 AI 搜索能力，免费获取科技趋势、行业舆情、热点追踪、旅行规划、日常问题统一接进自己的 Agent 与工作流，指定链接免费爬取

A collection of autonomous agents 🤖️ powered by LLM.

Review AI coding agents' plans, diffs and running apps in the browser. Local-first, works with any agent.

Use LLMs to hide messages inside normal looking conversations

IoT DC3 — Connect the Physical World to AI. An open-source Industrial IoT Runtime for Physical AI: 36 protocol drivers, edge-to-cloud data delivery, and an MCP tool gateway so AI agents act on devices in a safe, controllable, traceable loop.

DeText: A Deep Neural Text Understanding Framework for Ranking and Classification Tasks

🔬 A curated collection of 23,000+ agent skills for empirical research across 8 social science disciplines. | 精选 23,000+ AI Agent 技能库，覆盖8大社会科学学科的实证研究。CoPaper.AI 20分钟完成一篇可复现的规范实证论文，并支持用户上传 Skills。-- Maintained by CoPaper.AI from Stanford REAP.

List of language agents based on paper "Cognitive Architectures for Language Agents"

A framework for comprehensive diagnosis and optimization of agents using simulated, realistic synthetic interactions

Turn any repo into an agent-ready workspace for Claude Code, Codex, Cursor, and other coding agents.

The AI-native CLI-first React component library. 160+ animated, accessible, production-ready components with MCP Server support for Cursor, Claude & GitHub Copilot. Copy-paste architecture — you own the code.

A curated list of Workflow Automation Software, Engines and Tools

A curated list of awesome AI assistants. Example Telegram bot with all these assistants can be tested on the link below.

Fine-tune LLM agents with online reinforcement learning

An open-source, local-first writing workspace where you can write with Claude Code and Codex, drawing on your own sources and past work.

AI agent skills for startup validation, competitive intelligence, and planning

An ops AI Agent that understands your infrastructure, finds the root cause, and fixes it — right from Slack, Telegram, Lark or DingTalk.

Open memory & reliability layer for AI agents + independent judging/verification (NACRE judge, caliber-bench meta-benchmark, preregistered criteria) — by Nautilus Platform

Agent driven automation starting with the web. Try it: https://www.emergence.ai/web-automation-api

🔍 Search-o1: Agentic Search-Enhanced Large Reasoning Models [EMNLP 2025]

A single interface to use and evaluate different agent frameworks

为纯文本模型"看图“设计更好的视觉工具箱和技能，支持多图理解，图片问答，前端UI还原、GUI 自动化等，并可选无缝接入多个主流agent，直接识别粘贴图片｜ A vision toolkit and skill designed for text-only llms — image Q&A, long-screenshot OCR, frontend UI restoration, and GUI automation, with optional seamless integration for Codex, Claude Code, Pi, Oh My Pi, and OpenCode

Guard skills for coding agents, quality gates that catch AI-generated failure modes in code, tests, and docs

使用Perl语言（不会没关系）编写的个人账号微信/weixin/wechat客户端框架（非GUI），可通过插件提供基于HTTP协议的api接口供其他语言或系统调用

The MATLAB Agentic Toolkit brings proven MATLAB capabilities to AI agents, making engineering and scientific workflows agent-ready.

The open-source governance layer for AI agents: write the rules declaratively, Bernstein enforces them and produces the verifiable, replayable record. Free, Apache-2.0. https://bernstein.run

An offensive/defense security toolset for discovery, recon and ethical assessment of AI Agents

Claude Code skills and sub-agents for .NET Developers

Your Open Autonomous Android Agent — A production-ready, self-planning AI assistant powered by local/remote LLMs and accessibility-driven screen automation.

Spec-Driven Development with AI Sub-Agents. An orchestrator + 9 specialized sub-agents for structured feature development. Zero dependencies. Pure Markdown. Works with Claude Code, OpenCode, Cursor, and more.

Search, understand, reproduce, and improve an idea with ease

X/Twitter research skill for Claude Code and OpenClaw. Agentic search, thread following, deep-dives, sourced briefings.

The world's first agentic reverse engineer.

The open-source alternative to Carbon.ai. Build powerful RAG applications with any data source, at any scale.

Local first, desktop companion platform with animated pets, plugin SDK and coding-agent integrations.

Private mesh VPN for humans and agents. Local keys, signed enrollment, no provider account. Native apps and CLI.

AI编程工具中文提示词合集，包含Cursor、Devin、VSCode Agent等多种AI编程工具的提示词，为中文开发者提供AI辅助编程参考资源。持续更新中文编程Rules和最新AI编程提示词。

Guides and resources for AI engineers: an agents course, five handbooks, a hands-on second-brain project and a vetted reading list.