Custom agents

[ICLR 2026] The Tool Decathlon: Benchmarking Language Agents for Diverse, Realistic, and Long-Horizon Task Execution

A multimodal AI agent for geospatial data analysis and interactive visualization

68 plug-and-play, best-practice product management skills for AI agents: 30 Triple Diamond phase + 11 foundation + 12 utility + 15 tool (Foundation Sprint + Design Sprint). Plus 6 sub-agents, workflows, 200+ output samples, guides, and CI-enforced contracts. Apache 2.0.

multi-agent deep reinforcement learning for networked system control.

Agent KB: Leveraging Cross-Domain Experience for Agentic Problem Solving

WarAgent: LLM-based Multi-Agent Simulation of World Wars

Agentar-Scale-SQL is a novel framework that leverages scalable computation to significantly improve Text-to-SQL performance.

Workflow for AI Agents enables automated conversion of CAD files (such as `.rvt`, `.ifc`, `.dwg`) using command-line converters on a local Windows machine

Open-source observability dashboard for OpenClaw daemons — cost analyti cs, live monitor ing, and de bugging tools, all running on your own machine.

ServBay is an AI-native local development tool. It gives your AI agents a real dev environment so that your AI can write the code. ServBay runs it — services, databases, domains, SSL and local models, all on your own machine.

trading agent

MindSQL: A Python Text-to-SQL RAG Library simplifying database interactions. Seamlessly integrates with PostgreSQL, MySQL, SQLite, Snowflake, and BigQuery. Powered by GPT-4 and Llama 2, it enables natural language queries. Supports ChromaDB and Faiss for context-aware responses.

Multi-agent pipeline coordination: Linear, DAG, and Debate modes for AI agent orchestration

A native elisp coding agent running in Emacs

KohakuTerrarium is a general-purpose AI agent framework and batteries-included app for building, running, and composing self-contained agents and multi-agent teams, with built-in tools, sub-agents, persistent sessions, TUI, and web UI.

Official Python SDK for the Pinecone vector database

面向 AI 影视创作的开源无限画布工作台，集成多模态生成、分镜编排、素材管理与 Agent 工作流。

Vault SSH Agent is used to enable one time keys and passwords

ACP is the Agent Control Plane - a distributed agent scheduler optimized for simplicity, clarity, and control. It is designed for outer-loop agents that run without supervision, and make asynchronous tool calls like requesting human feedback on key operations. Full MCP support.

AI short drama & micro-drama video generator — turns any idea into a complete short-form drama using multi-agent AI pipeline (screenwriter → storyboard → frames → video). Seedance 2 VIP, Kling 3.0 Pro, Veo 3.1, Sora 2.

免费Python量化SDK:通达信协议直连 A股/港股/美股数据,内置技术指标、缠论分析、回测引擎与 Web 可视化,JSON 输出适配 AI Agent

Learning to Communicate with Deep Multi-Agent Reinforcement Learning

AI Powered Search and Chat for Orgs - Think ChatGPT meets Google Search but powered by your data.

Clipboard Conqueror is a novel copy and paste copilot alternative designed to bring your very own LLM AI assistant to any text field.

An example of multi-agent orchestration with llama-index

Build reliable AI Workflows and Agents with humans in the loop, structured outputs and durable execution.

Ultra-lightweight AI Agent

The Agent IDE

Control Claude Code, Codex CLI and Gemini CLI from Telegram. Live streaming, persistent memory, cron jobs, webhooks, Docker sandboxing.

Fast-track AI innovation with a centralized, trusted, curated registry

Your AI agent army, commanded from Slack/Discord/Telegram/Wechat/Lark. Stream Claude Code, OpenCode, or Codex in real-time — from anywhere.

Control any coding agent on any device — from your phone.

One CLAUDE.md to make your coding agent ship like a senior engineer. Drop-in for Claude Code, Codex, Cursor, Gemini.

one line code, satisfied all your ChatGPT imagination✨✨✨

Semantic code searcher and codebase utility

`agent-spec` is an AI-native BDD/spec verification tool for task execution.

Every project gets its own persistent AI agent runtime. Open source, self-hosted, and shared across Desktop, CLI, bots, and apps.

A curated list of MLSecOps tools and resources for securing machine learning and AI systems - adversarial ML defense, LLM security, AI red teaming, model scanning, supply-chain protection, and MLOps pipeline security.

客服机器人，Chinese Retreival chatbot（中文检索式机器人）用到的一些QA模型，基于tf-idf，lsa，cnn，transformer，bert等

This repository contains advanced LLM-based chatbots for Q&A using LLM agents, and Retrieval Augmented Generation (RAG) and with different databases. (VectorDB, GraphDB, SQLite, CSV, XLSX, etc.)

A customisable 2D platform for agent-based AI research

PRIMAL: Pathfinding via Reinforcement and Imitation Multi-Agent Learning -- Distributed RL/IL code for Multi-Agent Path Finding (MAPF)

AgentScope Spark Design - UI Component Library for Alibaba Cloud Apsara Lab

Kun's dotfiles for agentic engineering

Measuring and evolving with the frontier of agent work

Your new Telegram buddy powered by transformers

Anonymous Multi-Agent Path Finding (MAPF) with Conflict-Based Search and Space-Time A*

Structural memory for AI coding agents. Bi-temporal graph, MCP-native, zero LLM calls. Cursor · Claude Code · Codex · Hermes · VS Code · Windsurf.

Living project docs for coding agents: keep guides, progress logs, change maps, and handoff context updated as your repo evolves.

AI-friendly semantic HTML architecture for better human-agent collaboration.Replacing long Markdown with stable, interactive artifacts.

This project accepts excel files as input which contains the description of a Knowledge Graph (Vertexes and Edges) and convert it into an in-memory Graph Store. This project implements APIs to search/filter/get nodes and relations from the in-memory Knowledge Graph. This project also provides a dialog management framework and enable a chatbot based on its knowledge graph.

Any research. One Claw. 🦞 From any materials to research with fully autonomous & skill-driven researcher.

📱 ClawApp — OpenClaw AI 智能体手机聊天客户端 | 流式对话 · 图片收发 · 工具调用 · PWA + APK | Mobile chat client for OpenClaw AI Agent

Open-source template for a durable personal AI agent — web chat, Slack, Linear, and long-term memory with user-approved saves. Eve, Nuxt, Better Auth, Vercel Connect.

Android device control for hermes-agent — bridge app + Python toolset

Google AntiGravity IDE for Vibe Coding

An open-source implementation for training LLaVA-NeXT.

OpenClaw Managed Agents — the open alternative to Claude Managed Agents & ChatGPT Workspace Agents. Any model, any cloud, open source.

The official implementation of "ML-Master: Towards AI-for-AI via Integration of Exploration and Reasoning"

A modular framework for benchmarking LLMs and agentic strategies on security challenges across HackTheBox, TryHackMe, PortSwigger Labs, Cybench, picoCTF and more.

Xiaohei 2.0 Codex Skill for Chinese real-object article illustrations and long-scroll story images

An AI-powered IDE for long-form fiction writing, combining software engineering workflows, modern storytelling methodologies, and multi-agent systems.

Open-source Wyckoff trading agent and AI stock screener for volume-price analysis, A-share screening, CLI workflows, and MCP tools.灵感来自秋生trader @Hoyooyoo

Future of Agentic Development in Emacs

Guardrails for secure and robust agent development

Sandbox infrastructure for AI Agents

Clip any video into a narration recap with claude code skill｜用 claude code skill 把任何视频剪辑成中文解说视频，支持剪映导出

An auto-scaling cluster of build agents running in your own AWS VPC

What if we could pack single purpose, powerful AI Agents into a single python file?

🤖 An AI agent framework built with Rust.

AI-powered stock trading backtesting system with LLM-based decision analysis, FastAPI backend, and Next.js frontend.

Persistent, provider-neutral memory for Codex, Claude Code, OpenCode, Pi, and MCP coding agents.

Run Claude Code, Codex, and other agent CLIs in Obsidian

Easily train AlphaZero-like agents on any environment you want!

Drop a book, start asking question.

Multi-Robot Warehouse (RWARE): A multi-agent reinforcement learning environment

A platform designed for building enterprise-grade, multi-tenant products using Azure, .NET, React, TypeScript, Infrastructure as Code, etc.

It is a medical chatbot that will provide quick answers to FAQs by setting up rule-based keyword chatbots.

LMS SaaS app featuring user authentication, subscriptions, and payments using Next.js, Supabase, and Stripe — also integrates Vapi AI voice agent for seamless, interactive learning sessions.

A curated collection of learning resources for Generative AI, Machine Learning, Agentic AI, LLMs, RAG, Fine-tuning, MLOps, and more.

Flink Agents is an Agentic AI framework based on Apache Flink

Claude Code for academics — skills, agents, and setup guides

Flocks is an agentic SecOps platform.

Local-first marketing operations control center for CRM, outreach, content, analytics, approvals, automations, and agent workflows.

面向 AI Agent / Codex 的本地 CTF 逆向工程流程技能。加载后通过“真心为你”进入逆向模式，默认在本地沙盒、CTF、crackme、wargame 或训练靶场环境中工作，按“分析 → 报告 → 逆向 → 深度逆向 → 漏洞研判 → 用户选择下一步”的流程推进。

the optimized, token-efficient version of the leaked Claude Fable 5 / Mythos 5 system prompt. Re-engineered into clean Markdown for universal execution on Gemini 3.1 Pro, ChatGPT 5.6, and advanced LLM agents.

Claude skill: design any process, idea, or problem into an ICM workspace (folder structure as agent architecture), or restructure an existing folder into one

The agent for Dockhand

RAG (Retrieval-augmented generation) ChatBot that provides answers based on contextual information extracted from a collection of Markdown files.

My personal pi coding agent configuration - skills and extensions

Your First LLM-Wiki Conversation Knowledge Base

Principia extracts reusable principles, composes those principles into traceable research ideas, and helps researchers inspect why an idea may be worth testing.

🌟 Open Source AI Agent Security Infrastructure — intercepts and blocks dangerous agent behaviors before they happen. Just one command! Join us to build safer Human-AI Symbiosis!

Paper list for Personal LLM Agents

Give your AI agents persistent memory.

Keep your secrets hidden from AI agents.

Agentic QE Fleet is an open-source AI-powered QA/QE platform designed for use with Coding Agents (works best with Claude Code) featuring specialized agents and skills to support testing activities for a product at any stage of the SDLC. Free to use, fork, build, and contribute. Based on the Agentic QE Framework created by Dragan Spiridonov.