Custom agents

Cooperative Multi-goal Multi-stage Multi-agent Reinforcement Learning

A distributed multi-modal agent orchestration framework implementing advanced natural language processing, computer vision, and audio processing capabilities through a microservices architecture.

A categorised list of Multi-Agent Reinforcemnt Learning (MARL) papers

ICLR'2024: Learning Multi-Agent Communication from Graph Modeling Perspective

🌟 Revolutionize Your Operations with One Sentence Automation: Utilizing large language models and Multi-Agents to generate operational copy, images, and videos with one-line requirements.

SyncTrek is an AI-powered travel assistant that creates personalized itineraries using a multi-agent AI system. It learns your preferences through an intelligent questionnaire and provides tailored travel plans quickly and efficiently.

commune/chatbot studio base on swoole coroutine framework hyperf

Easily convert agents and orchestrators from existing agent frameworks to A2A servers

Your AI executive team on Discord. 7 specialized agents — Engineering, Finance, Marketing, DevOps, Legal, Management, Chief of Staff. One-click setup on any free-tier server. Built on Clawdbot.

Multi-agent codebase review for PRs, CI, and downstream fork syncs.

Find node configurations to easily setup your Gaia nodes on your machine with open source models and ready-made settings.

Serve clean Markdown from your Next.js site to AI agents, crawlers, and LLMs. Humans get HTML, agents get clean Markdown of the same pages. Two-file install.

Create a Chatbot app on your own data with GCP tools

Copilot for the terminal. Generate commands and preview them before running

Image and video processing shaders for ReShade.

Self-hosted AI Agent Memory + Code Intelligence Platform — one MCP endpoint for persistent memory, AST-aware code search, shared knowledge, and quality enforcement across all your AI coding agents.

An autonomous multi-agent orchestration system for Home Assistant. Features local LLM control (Ollama/DeepSeek), & RAG-powered technical knowledge,

Benchmarking Multi-Agent Debate between Language Models for Truthfulness in Q&A.

基于llama-index框架的 RAG 最佳实践，通过业界领先的PDF结构化文档解析能力、混合检索、small2big、Contextual rag等策略实现了高精度的传统rag模式问答效果，同时支持基于plan and solve agent执行pipline的Deep RAG模式，提供多格式文档支持与数据安全的存储架构。

Claude Code skills for China quant trading

React SIP user agent

A local AI assistant running on your device. It turns your files into actionable memory.

This repo builds chatGPT like Data analytics agentic framework using Langgraph

MCP server for Xcode that wraps its AppleScript interface & uses XCLogParser to return clear build results

GrantFlow.ai is a platform for creating grant applications using ML and AI

EvoSynth is a SOTA automated LLM red-teaming framework that evolves executable, code-level jailbreak attack methods using multi-agent synthesis, evolutionary search, and self-correction.

An Extended Benchmarking of Multi-Agent Reinforcement Learning Algorithms in Complex Fully Cooperative Tasks

Agent Innovator Lab – building AI agents on Azure, covering search optimization, agent design, evaluation, and RAG best practices.

Idiomatic Go HTTP client for Max Bot API — zero dependencies, context support, structured errors

## AI医院: Multi-Agent 医学智能体 与患者进行多轮对话，提出相关和探索性的问题，推荐适当的医学检查，并在收集足够的信息后做出诊断。设置检查员，他们专门负责与患者互动并提供相关的医学检查结果，确保医生能够获得患者必要的客观信息以做出准确诊断。此外，主治医生负责在整个会话后评估医生的表现。 模拟患者与多名医生之间的互动，包括体检结果的收集和最终诊断。

一个基于多智能体协作的命令行工具，将你的原始想法自动推进为完整 PRD、技术设计、评审记录，并调度本地开发工具链完成交付。A multi-agent collaborative CLI tool that automatically transforms your raw ideas into complete PRDs, technical designs, review records, and orchestrates local development toolchains to deliver the final product.

Production-ready NestJS boilerplate — JWT auth, Prisma, Redis, BullMQ, Swagger, i18n, and full AI developer workflows (Claude Code + GitHub Copilot) with spec-driven feature scaffolding.

MCP Android agent - This project provides an *MCP (Model Context Protocol)* server for automating Android devices using uiautomator2. It's designed to be easily plugged into AI agents like GitHub Copilot Chat, Claude, or Open Interpreter to control Android devices through natural language.

A mini assistant to help you read paper quickly

LLM-driven Linux operations assistant CLI with mandatory HITL safety, policy engine, runbooks, SSH guards, and audit trails.

Mobile adapter for IOS and android for mobile LLM agents

AI-native test management for QA engineers, SREs, and DevOps teams. From unit tests to chaos experiments: unified in Markdown, validated in SQL. Built for regulated industries where accountability, traceability, and structured evidence are essential.

LLM & IDA 主导的逆向分析平台

Full Claude agent, completely contained, one command.

MiniMax LLM + Pi05 VLA Robot Agent Demo

[ICML2026]A method to use LLM function calling with real-time level speed, empowering latency-sensitive applications like robotics, game AI, and autonomous agents.

GGUF Loader with its Agentic Mode, and floating button, ai Models | Open Source & Offline. Mistral, Deepseek, llama, gemma, qwen

Meissa is a multi-modal medical agent, built on trajectory-based agentic behavior distillation framework.

A detail Implementation of handling long-term memory in Agentic AI

A holistic framework for advancing LLMs as data science agents

Give any AI agent a disposable email inbox in one tool call. MCP server for email verification, auth flows, and testing.

Agents that do the work and show it.

VT Chat - A modern, privacy-first AI chat application with security

A template repository for enterprise and organization-level Copilot custom agents.

Multi-Agent AI Video Production Pipeline - 6 specialized agents collaborate to produce videos from a single prompt

The official repository for paper: Agentic Robot: A Brain-Inspired Framework for Vision-Language-Action Models in Embodied Agents

The AI-native workspace platform. Projects remember. Agents think. Automations execute. One prompt to production — bug reports & feature requests welcome.

A lightweight embedded database engine that natively fuses vector search, graph, and document-oriented metadata within a single storage kernel — ready to use the moment data is written.

Codebase Context gives AI agents understanding of your codebase through semantic code search, team conventions, patterns, and memory, so they use fewer tokens, spend less time, and produce better, more familiar output.

Terminal neurovisualizer for Hermes Agent. 100+ animated themes that react to what your agent is doing. Watch your AI think.

Comprehensive AI Model Evaluation Framework with advanced techniques including Temperature-Controlled Verdict Aggregation via Generalized Power Mean. Support for multiple LLM providers and 15+ evaluation metrics for RAG systems and AI agents.

An AI-backed threat hunting assistant that aligns to the PEAK framework.

Run AI coding agents in isolated sandboxes connected to your GitHub repositories

Can LLMs beat classical HPO? A benchmark comparing classical, LLM-based, and hybrid methods on Karpathy's autoresearch.

Static analysis for AI agent configs, tool descriptions, and system prompts — catches vague tool descriptions, missing stop conditions, and schema gaps before they reach runtime. Zero-LLM, deterministic checks, built for CI.

Creative project template for screenplays, novels, and film production. Multi-AI harness with upstream sync.

here is the collection of ai agents mostly and highly used in specific filed for our day to day life check them out and fast&up your work

This repository contains nearly 100 hyper-specialized Markdown files (`SKILL.md`) designed to act as the ultimate architectural and technical brain for AI Agents (like Claude, Gemini, Antigravity) and human developers.

Bottom-up Zettelkasten card-note skill for AI agent harnesses (Claude Code / OpenClaw / Codex / Hermes). Materials → atomic cards → voice realignment → auto-linking → article-ready cluster inspection.

用 Python 从零搭建一个完整的 AI 编程助手系统：统一 LLM 调用 + Agent 编排内核 + 飞书 IM 桥接

AI-powered bot conversations for AzerothCore WotLK 3.3.5a - for mod-playerbots

Ghost personas review your code before it ships. Find edge cases, race conditions, and business logic bugs before production.

Agentic AI platform transforming passive CCTV into proactive railway safety intelligence. Real-time behavioural detection (suicide risk, pickpocketing) via YOLOv8 + BiLSTM + multi-agent reasoning — zero new hardware, privacy-first, no facial recognition.

A multi-provider, multi-agent coding harness with a Codex-class IDE on top of DeepSeek, Gemma, Qwen, and OpenRouter.

Local-first deep research agent that reads the whole web — even pages behind Cloudflare, Datadome, Turnstile & reCAPTCHA. Stealth fetch + cited reports. MCP-native, MIT.

Agent orchestration for GitHub or Linear

Midra is an agentic prompt-to-code MIDI composition framework for editable and controllable music generation.

面向 AI 时代的数据可视化规范与工作流库 — specification & workflow library for AI-era data visualization

Travel MCP server + CLI for AI assistants — flights, hotels, trains, cars, ferries, price alerts. No API keys, single Go binary. 1 smart MCP tool + 66 aliases (98.9% smaller tools/list). Works with Claude, Cursor, Windsurf, Codex.

An open-source studio for teams of AI agents, from marketing squads to dev teams to research crews. Deploy a team, then watch them delegate and collaborate live. Self-hosted, one command.

ZTE U60 Pro (MU5250) 5G router toolkit — Rust on-device REST agent + native iOS/Android/web companions. Reverse-engineered, 143-endpoint coverage, OpenWrt 23.05.

Blueprint for an always-on remote agent workspace: code on your Mac, run the work on an always-on Linux box (Herdr + Syncthing + Cloudflare Tunnel + Caddy).

AI 驱动的多领域安全分析 Agent 平台 —— 让 LLM 端到端完成安全分析

🐬 A pink qFlipper fork with LOTEI — a 100% local AI dolphin (Ollama) that chats, talks, watches your Flipper's screen, and one-click-installs custom firmware.

Evidence-backed growth decisions for AI-agent teams

面向企业知识管理场景的 RAG 知识库平台 · Multi-Agent + MCP + Hybrid Search

🦞 Local, read-only security scanner for OpenClaw. Finds config, prompt-injection and supply-chain risks — A–F grade.

Vibe first. Then FastAgent — turn a local agent directory into a live service: in your app, on GitHub, in Telegram, or any channel.

The agentic editor for creative coding & realtime visual effects.

:file_folder: A project management tool for the command line

The AI study agent that learns how you learn — RL picks the action, FSRS picks the timing, the LLM only writes the quizzes. Chrome extension · Anki export · MCP server · runs on Ollama

geminese is an Obsidian plugin that embeds Gemini CLI as an AI collaborator in your vault. Your vault becomes Gemini's working directory, giving it full agentic capabilities: file read/write, search, bash commands, and multi-step workflows.

Este é um projeto de bot open source que visa ajudar desenvolvedores a conseguir vagas de emprego focadas em TI diretamente pelo WhatsApp.

Boba CLI - The bridge between agents and decentralized trading.

Natural language understanding library for chatbots with intent recognition and entity extraction.

This project implements Q-Learning to find the optimal policy for charging and discharging electric vehicles in a V2G scheme under conditions of uncertain commitment of EV owners. The problem is modelled as a multi-objective multi-agent cooperative game. Project is part of fulfillment criteria for ECE 730 course at the University of Alberta.

AI-powered sustainable e-commerce platform with EarthScore ratings, group buying via DBSCAN clustering, and multi-agent chatbot. Gamifies eco-friendly shopping with real-time carbon tracking, achievements, and community bulk purchasing. Built for Amazon Hackathon 2025.

Use Claude Code & other AI agents from inside DuckDB via extension

Multi-core, Tokio-native orchestration for LLM pipelines.

Awesome curated list of coding assistants and related resources

ui and host for Rasa Nlu and Rasa Core

DSTC6: End-to-End Conversation Modeling Track

An AI-powered assistant for your terminal and editor