Custom agents

📚 持续生长的后端×AI 生产级知识体系｜每篇从上线代码回写，真实类名可点击验证 · 追问链式深度标尺：答案经得起面试官连环追问 · 整库工程化治理：kb-upkeep 脚本体检零空壳零死链 + 配图全本地化 + VitePress 电子书双形态 + 敏感词断言 · 覆盖后端内核（Java/MySQL/Redis/Kafka）· 架构方法论（分布式/DDD）· 金融信贷业务域 · K8s 生产排障 · AI 工程（RAG/Agent）· 高频算法 · 实时统计见仓库首屏，commit 记录即活性证明

This is official version of KGQAGen framework. It interactively generates challenging KGQA instances from seed Wikidata entities using an LLM agent and SPARQL querying. Our KGQAGen-10k example dataset is available in https://huggingface.co/datasets/lianglz/KGQAGen-10k.

Each node of a graph you write runs as a real subprocess of your own logged-in claude or codex CLI — your settings, your skills, running in parallel.

One AI development harness for Claude Code and Oh My Pi (OMP): plugins that plan, deliver task by task with Python, React and PHP agents, test the running app, review with adversarial verification and guard your commits.

ManimAgent (EMNLP 2026 Main): self-evolving multimodal agents that turn scientific paper sections into Manim teaching animations, with a dual-channel episodic memory bank.

DAEDALUS: Bootstrapping Agent Memory from Self-Generated Tasks. Code, paper and blog post.

One-command DeepSeek Harness on your VPS: a zero-dependency login gateway puts the stock DSH web UI - settings, API keys, plugin market - behind HTTPS and a password, reachable from anywhere. · 一条命令把 DeepSeek Harness 装进 VPS：零依赖登录网关 + 自动 HTTPS，公网可达，设置、API Key、插件市场全都能用。

Replace an LLM agent's closed-set decisions with a cheap classifier trained from its own logs. Code for the paper TabAgent: Distilling LLM Agent Components into Cheap Classifiers.

Skill that runs other Skills written as Jinja templates.

Red Teaming Multi-Agent AI Systems - Learn how to simulate, test, and defend against coordinated cyber-attacks on autonomous agent networks.

On-device workflow automation for Android — n8n meets Tasker. Every device capability is a node. Visual DAG editor, AI chat operator, 14 AI providers, on-device RAG, MCP support.

Advanced Agentic AI Assistant & Desktop Cognitive Architecture (5-tier memory, SQLite-Vec, 91 MCP tools, Llama.cpp)

🪴 Git worktrees without the bookkeeping. Auto branches, fuzzy cd, cleanup of merged trees. Built for parallel coding agents.

面向外贸团队的 WhatsApp、LINE 与 Telegram 工作台：公司号码统一对外，客户分配给业务员；AI 通过 RAG（全文检索 + 内置向量库）从知识库检索依据、起草回复，经人工确认后发送。Self-hosted WhatsApp, LINE & Telegram workspace for export sales teams: shared company accounts, customers assigned to each salesperson, and AI reply drafts grounded in your knowledge base via RAG (full-text + built-in vector search).

非程序员视角的 AI 影像产线实践：给 Open AI Canvas 用，把几百张提示词卡片整理成几条固定流程，用选择题代替黑盒对话，防止多步制作跑偏。附技能种子、预设配置与评测脚本。

Come back to a bunch of agents and know in seconds which ones need you. For the Herdr app and the herdr TUI: per agent, where it got to (a recap written while you were away) and whose move it is, across every machine. Reply from the list, get better titles. Nothing else to install.

Agent serving trace from https://freeinference.org

Domain-identity framework for long-running AI agents: one domain, one long-lived identity, one accountable owner, one audit trail. 域身份体系 —— 域桥插件 dsh-domain-bridge v0.6.4（npm 可装 / 11 个工具 / 282 用例契约测试）+ 协作框架文档 + 角色模板。

Simulate communities of AI agents around a “what if…?” question. Native, local-first macOS app (SwiftUI) that runs on the Claude, ChatGPT/Codex or Ollama you already use. Free and open source.

PRAXOVELA (formerly AxisVela Agent): a governable, local-first desktop agent runtime for AI execution. Deny by default, sandbox-first, everything audited. This public repo hosts the Apache-2.0 integration surface: API docs, protocols, examples & build tooling.

Open developer platform for evidence-bearing digital enterprise twins and operational world models.

AEGIVELA Open Core — Agent Identity, Authorization, and Security Fabric. Documentation, versioned contracts, Go PEP SDK, and integration examples.

A local orchestrator that takes your coding agent from spec to pull request, stopping only when a decision is yours.

A native AI harness for Android.

Free, open-source Android AI assistant: Side-button overlay, screen context you control, device actions, Routines, and deep customization.

Multi-source web research, fact checking & summary page synthesizer

🛡️ Autonomous GitHub Bounty Scanner & On-Chain Escrow Verifier — Find Real Crypto/USDC/wDOOM Bounties & Filter Fake Scraper Traps

Open-source multi-cluster Kubernetes console with an AI assistant that works within each user's permissions. Alert investigation, secret masking, audit log, MCP server, one-line Helm install.

A memory-augmented, checkpointable coding agent — persistent memory, branching checkpoints, and free local model support.

Open-source marketing simulation for AI agents. Test ads, pricing, emails and pitches with synthetic buyers; inspect objections and plan real customer experiments. Self-hosted, MCP-ready, AGPL-3.0.

Spec-driven software factory for Claude Code that works through your tickets overnight. A planner/executor split: the foreman (planner) specs each ticket, a cheap model builds it, another model family reviews it, and you merge only what comes with proof.

Your personal agent cloud: a local control plane and mesh network for coding agents.

A shared operational state that unifies context so agents, workflows, and teams collaborate without friction

OpenCode 1.x and 2.x plugins that replace the built-in glob, grep and read tools: bounded output, hard search deadlines and deterministic ordering.

Your proactive AI assistant: reads your email, chats, calendar and phone, turns what matters into to-dos, prepares the work, and only sends what you approve. Open source, self-hosted or hosted.

Reflection/judge layer for OpenCode & Claude Code — catches premature stops, enforces workflow gates (tests, CI, PRs). 78% of agent stops are premature.

A curated collection of research on agentic time-series forecasting, analysis, benchmarks, and research automation.

A practical roadmap for machine learning, deep learning, LLMs, and AI agents, with learning resources and project ideas.

TypeScript sandbox for running untrusted agent code: V8 isolates (isolated-vm), Docker option, Python/bash subprocesses, Express API

Bitcoin-native MCP server for AI agents: BTC/STX wallets, DeFi yield, sBTC peg, NFTs, and x402 payments.

Queryable reasoning memory for AI agents. Six typed queries (why, tensions, blocked, whatIf, alternatives, counterfactual) over reasoning graphs. Vector stores remember what. FlowScript remembers why. TypeScript SDK + MCP server.

A curated list of AI agents (open-source & proprietary) that solve real-world problems. Updated regularly!

AI project memory for every coding tool. Analyze once, paste anywhere.

🐇 The 'RabbitHole' framework provides the tools for asynchronous A2A communication and task management. 📡🐇 ✨ Build powerful AI agents that communicate and collaborate.

Highly customizable Agent Library

An Agentic AI framework that combines deterministic rules with LLM reasoning for automated data quality auditing and compliance mapping.

`my-little-soda` is a CLI tool that turns your repo's GitHub Issues into the task pipeline for your AI coding agents

The best AI assistant for your Github repository, it can not only help you automatically translate issues/discussions/pr/commit to the specified language, but also help you with code review, automatic code repair and other functions through AI models.您Github存储库的最佳AI助手, 它不但可以帮助您自动翻译issues/discussions/pr/commit到指定语言, 还可以通过AI模型帮助您进行代码审查, 代码自动修复等功能

An LLM programming assistant engine built with Go

Retrieval-augmented docs ingestion stack: Firecrawl + Crawl4AI + Qdrant vector search with FastAPI and MCP interfaces for AI engineers.

Providing useful context by using Retrieval Augmented Generation (RAG) to Gemini

📚 Practical guide to context engineering for AI agents. Why context fails, how memory works, and techniques that actually help.

📝 Convert CLAUDE.md to AI-native format | 蒸餾 CLAUDE.md 為 AI 原生格式 | CLAUDE.mdをAIネイティブ形式に変換 — 4 models tested

The TypeScript/JavaScript monorepo for Proficient AI

Make any AI model (GPT-5.4, Gemini, Ollama) behave more like Claude. 8 named failure modes reverse-engineered from Claude Code source. Drop-in system prompt included.

🛡️ Safe AI Agents through Action Classifier

Awesome AI Agent, AI tools, AI project, and APP useage.

SEO & AEO skill pack for OpenClaw — diagnose website health, mine long-tail questions from Reddit/Quora, track keyword rankings & competitor content, and generate monthly reports with AI-ready recommendations.

A paired-scientist agent for reproducible research workflows

Experimental agent runtime for persistent characters. Derived from nanobot and Hermes Agent.

AI-agent-friendly PyTorch research pipeline — one YAML config drives preflight, training, Optuna HPO, and real-time TUI monitoring

Robotic arm controled via OpenClaw. Natural language to motion. Where Openclaw having arm

Create AI agents that live, learn, and evolve. Built by Genesis (Gen-0), a digital life form.

Simple MCP Server — Educational Example This repository contains a minimal MCP (Model Context Protocol) server built for educational purposes. Its goal is to help developers understand how the MCP protocol works and how to manage decision-making processes based on model–client communication.

The lightweight framework for real-time routing based AI agents.

AI-to-UI IR Protocol Layer — The Last Mile from AI to Human. Includes Lucid UI Skill for professional AI-generated interfaces.

Kraken Council: Cleaned distribution for public release

My dotfiles. Dedicated to building an AI-native Linux system.

Codentis is an AI-powered terminal tool that understands your codebase, analyzes repositories, and helps you explore and work with code faster.

OpenClaw reborn in Rust — single-binary AI agent that remembers you.

ATRI 是本地优先的 AI Agent 架构与音乐工作站，提供多模型 LLM Runtime、工具调用闭环、上下文压缩、子 Agent 并行调度、MCP/Skills 扩展。并融合 Web DAW、MIDI 工程编辑与 Rust 实时音频/VST 宿主，让 Agent 能直接读写工程、生成 MIDI、控制播放并协作创作。

"AEGIS: Next-gen AI Intelligence Dashboard featuring interactive Live2D avatars, Google Gemini-driven briefings, and seamless Notion integration. Built on the modular Plugin-X architecture.

🛠️ Automate penetration testing with SploitGPT, an AI agent using Kali Linux tools for efficient security assessments and minimal user input.

이 프로젝트는 AI 기반의 다국어 블로그 포스팅 자동화 에이전트 개발을 목표로 하는 교육용 프로젝트입니다. Caret AI 어시스턴트와 함께 "바이브코딩" 방식으로 진행되며, AI 에이전트 개발 및 LangGraph 활용에 대한 실습 경험을 제공합니다.

ChatGPT (Next)

Local-first, privacy-first AI agent with recursive self-improvement

The ultimate AI Agent skillset. An official MCP Server packed with 16 world-class tools to autonomously convert standard markdown into animated, glassmorphic GitHub Profile masterpieces

A collection of tools for Claude Code to operate more efficiently

ByeDB.AI is an innovative AI-powered platform transforming natural language into data insights, all within a familiar chat interface. It enables non-technical users to effortlessly query databases, visualize results with charts, and export data, eliminating the need for SQL knowledge.

Saki AI Agent is a desktop AI assistant that runs on your personal computer. Designed to be lightweight and portable, it emphasizes local operation and privacy by utilizing small on-device models for AI capabilities, making it an ideal alternative to platform-based agents like OpenClaw.

Air-gapped Linux VM on your Mac for running Open Claw and other AI agents

Agent-first memory vault boilerplate. Clone, initialize, and give your AI agents a structured knowledge base they can read, write, and reason over.

AI agents for strategy, growth, compliance, and investor readiness, joined with Platform Modules for rapid development

Postgres IFileSystem as a vfs with bash support for AI Agents

Bring your teammates into your AI coding agent's planning loop. An MCP server that routes your agent's design questions to a shared web page where teammates discuss in their browser — no install, no signup. Works with Claude Code, Codex, OpenCode & Gemini CLI.

An AI-powered tool for managing personal finances with features like budget recommendations, expense categorization, and forecasting.

MCP Memory Agent Server - A VS Code chatmode and instruction manager with library integration

Hybrid Groups integrates human team collaboration with AI agents

Aviary is a full AI assistant platform. Connect your AI models to Slack, Signal, Discord, etc., have conversations, set up scheduled tasks, and let your agents work for you.

limps your Local Intelligent MCP Planning Server across AI assistants. No subscriptions, no cloud—run it locally. Version control your planning docs in git. No more context drift—one shared source of truth across Claude, Cursor, Copilot, and any MCP tool.

HOL Desktop

AST + knowledge graph context engine for AI coding agents

An open-source blueprint for the peaceful transition to a post-scarcity, ecologically sustainable, democratically governed society.

Battle-tested reusable skills for OpenClaw, Claude, and agent runtimes · 真实任务验证过的可复用 Agent Skills

Website for the Agentic Risk & Capability Framework

11 Claude Code skills for product builders shipping with agentic AI

Proof-backed, drift-resistant AI memory for your codebase. 11 languages, 28 MCP tools, evidence-linked claims.