Custom agents

Arena: A General Evaluation Platform and Building Toolkit for Single/Multi-Agent Intelligence. AAAI 2020.

Neural network-based (NN) Model Predictive Control (MPC) algorithm to control a multi-agent system (MAS) with stochastic communication topology.

An AI-native multi-model database unifying SQL, vector, full-text, graph, and sandboxed Python — for transactional, analytical, and agent workloads.

The Library for LLM-based multi-agent applications

A complete TypeScript implementation of the Python x402 payment protocol extension for A2A (Agent-to-Agent) communication. Enable your AI agents to request, verify, and settle crypto payments seamlessly.

开演AI 将影视创作全流程整合到一个强大的平台中。从剧本创作到视频制作，我们的AI工具帮助创作者更快地将故事变为现实。 核心优势： 🎯 一站式解决方案 - 剧本、分镜、图像、视频一站式完成 🤖 AI驱动 - 智能解析、生成和优化 ⚡ 极速创作 - 秒级生成分镜，告别繁琐工作 🎨 专业品质 - 电影级输出质量

A powerful Python framework for orchestrating AI agents and managing complex LLM-driven tasks with ease.

📚 2025 AI Engineering Reading List - 120+ curated AI research papers covering LLMs, Multimodal, RAG, Agents, Diffusion Models and more

Simplified Action Decoder for Deep Multi-Agent Reinforcement Learning

Multi-Modal-AI-Orchestrator (Reset version),AI Full-modal Full-agent:Text → Image → Music → Lights → Video, Includes "Scenario Director, Parent-Child Theater, Biofeedback, Party Collaboration Station, Scenario Recipes" - five ready-to-use scenario packages. AI全模态+全agent：含 “情境导演、亲子剧场、生物反馈、派对协作台、情境食谱” 五大开箱即用场景

Spring Boot 기반 대화형 Chat Bot Supported Framework.

In-process Revit AI agent with dynamic C# code execution, multi-provider LLM support, and a guardrail system for safe BIM automation.

A platform for building reliable AI agents

Manage persistent AI bots with a terminal dashboard, web UI, and declarative configuration.

This repo accelerates development of RAG applications with rich data sources including SQL Warehouses and documents analysed with Azure Document Intelligence

AgenticShop is a solution accelerator that demonstrates how to build an intelligent, multi-agent retail experience powered by Azure Database for PostgreSQL.

AI-powered knowledge management without vector embeddings. Built upon Claude Agent SDK, File system based, Agent driven. Maybe slower, but results are much more reliable!

Open-source infrastructure for running natural language workflows on your codebase.

This is a Whomrx GPT which is related to the worm GPT and the natural enemy of the chat GPT {UPDATE 2025}

A fully autonomous (no human-in-loop) agentic based project design and coding machine

An agentic RL framework to enhance retreival-augmented reasoning in Diagnostic Policy

Code Repository for: AIRTBench: Measuring Autonomous AI Red Teaming Capabilities in Language Models

A Rust based terminal workspace for multiple AI coding CLIs in parallel (windows supported)

ASSUME - Agent-based Simulation for Studying and Understanding Market Evolution

A Model Context Protocol (MCP) server for Langfuse, enabling AI agents to query Langfuse trace data for enhanced debugging and observability

Multi-agent AI platform with voice and text control. Visual workflows, web interface, and chat integrations (Telegram, Discord, Slack). Long-term memory, any LLM backend, extensible via MCP tools.

🤖 Autonomous development orchestrator for the BMad Method. Runs fully autonomous, parallel, multi-agent pipelines through the full story lifecycle (create → dev → review → PR) driven by your sprint backlog and dependency graph.

OpenSRE — the memory-first AI SRE. Self-hosted incident investigation with episodic memory, knowledge graph, web console, Slack & Teams. opensre.in

AI-powered assistant for EasyEDA — generate schematics from natural language, browse LCSC components, design PCBs with custom DRC configurations, and get interactive circuit design help.

Unified realtime agent trace database & search MCP

Desktop GUI for the pi coding agent — open-source Claude Cowork alternative

(ICML 2026) Self‑Evolving LLM Agents through an Experience‑Driven Lifecycle

An AI assistant that lives in your browser side panel

通用女仆机器人本地版 Rust 服务

Hermes-Relay — Your Hermes AI agent, in your pocket — chat, voice, and control.

Pi multi-agent framework for power users: background/foreground agents, sync/async coordination, fresh/forked context, child-to-parent messaging, orchestrator mode, supports tmux | cmux | ZelliJ | WezTerm | Herdr

Turn your app into an agentic product from one YAML file

IRIS 👁️ — A "God Mode" AI operator that controls your entire OS 💻 via voice. Automates coding 👨‍💻, deep focus 🛡️, remote access 📲, and context recall ⏳. No mouse, no keyboard → complete intelligent execution 🚀.

A simple yet versatile context engineered for scalable online data collection

Chatbot framework

🤖 Vue components to build webforms looking like a conversation

Autonomous intelligent robot agent (AIRA) project implements the standard of economic interaction between human-robot and robot-robot.

Bootstrap projects from Figma, Linear, Notion & GitHub specs. The only AI ralph with source integrations.

CNN for intent classification task in a Chatbot

ADL (Agent Definition Language) is a vendor-neutral, declarative standard for defining AI agents, including their tools, LLM settings, RAG inputs, permissions, and dependencies. It brings consistency, governance, and portability to enterprise AI by providing a clear, machine-readable agent blueprint.

A+ Grade AI Agent Security Framework - Military-grade protection against prompt injection, command injection, and Unicode bypass attacks

Systematic evaluation framework that automatically rates overthinking behavior in large language models.

Backplane Development Framework and Server hosting Choria Agents, Networks, Federations and Streaming Data

A modern, all-in-one competitive programming environment. Solve Codeforces problems with a built-in IDE, Whiteboard, and Custom Judge—no more tab switching.

A centralized hub for platform engineering teams, providing resources, best practices, and automation tools. Includes IaC templates, blueprints, and operational guides to help build scalable, secure, and efficient platforms for cloud-native environments and DevSecOps workflows.

Constitution-first AI orchestration: one Charter (YAML) defines mission, budget & rules. CEO plans → CFO approves → Ledger tracks every cent & token → Auditor scores. 16 workers, Stripe, MCP. Think. Audit. Execute.

On-device computer use agent that runs fully in the background 🪄

Autonomous CLI agent integrations for the Spring AI ecosystem with Claude Code, Gemini CLI, and secure sandbox execution

Multi-Agent AI System for Company Research

Bridge local AI coding sessions between Pi, Claude Code, and Codex.

Local code search combining BM25, vector similarity, and cross-encoder reranking. Parses 60+ languages with tree-sitter, runs entirely offline, and returns structured results with file paths, line ranges, and symbol metadata. Built in Rust.

AI tools curated by autonomous agents. Updated biweekly.

CLI tool for LLM agents to build and maintain personal knowledge bases

MCP server for RustChain blockchain and BoTTube video platform — AI agent tools for earning RTC tokens. Built on createkr's RustChain SDK.

Python port of the Flue: The Agent Harness Framework

iOS & watchOS speech-to-text app with AI voice keyboard, on-device RAG, and chat with your notes - powered by Apple Foundation Models, WhisperKit, NVIDIA Parakeet, and 20+ AI providers

ClickUp CLI for AI agents

Native iOS app for OpenCode AI coding agent — built with Expo & React Native. Real-time streaming, QR pairing, Face ID, terminal access, and git ops from your phone.

Hybrid memory system for OpenClaw using Graphiti temporal knowledge graph

Apple HIG reference and cross-framework UI audit tooling for agents.

Open-source desktop and web coding agent with a first-party host and harness, durable sessions, model connections, streaming chat, and workspace tools.

Small response modes for AI agents when your head is in a different state.

maw — CLI for running multiple AI agents across machines via tmux. Wake agents, talk across nodes, watch screens, track cost. Engine-agnostic (Claude Code, Codex, Aider, OpenCode), built on Bun.

Token Efficiency For AI Agents

Turn a production incident into a structured 9-section LLM response (severity, root cause, mitigation, postmortem). Ships with a 5-scenario regression suite + LLM-as-judge eval pipeline.

Multi-agent Stock research platform

A unified toolkit for efficient and effective coding agents (Karpathy principles, Caveman, Ponytail, RTK, CodeGraph, Context-Mode). Minimal setup under 30 seconds. Any OS.

Open-Source Intelligent Command Layer

The Model Context Environment Controller is eyes, hands, and a safe front door for agents on Windows; and the same battle-tested remote control for smart-home systems.

AI protocol scanner — discover exposed MCP servers, A2A Agent Cards, and open LLM APIs in one command. 一条命令盘点 MCP、A2A Agent Card 和 LLM 开放接口暴露面。

Terminal kanban on plain markdown, with optional Today/Tomorrow planner, 24h agenda + calendar, and a live Claude Code agent view. Use only the panels you want.

Bootstrap projects from Figma, Linear, Notion & GitHub specs. The only AI ralph with source integrations.

A statistically-sound agentic build framework that employs agentic loops to create code artifacts (whether a script, a skill markdown file, etc). Crucially, it splits verification data into the classic data science-like dev, validation, and final test sets to avoid overfitting.

Guardrailed video editing MCP server for AI agents. FFmpeg, Hyperframes, repurposing tools, Python client, and CLI. Local, fast, free.

Core server of the SEPIA Framework responsible for NLU, conversation, smart-service integration, user-accounts and more.

Multimodal chatbot with computer vision capabilities integrated, our 1st-gen LMM

Jax and Torch Multi-Agent SAC on PettingZoo API

🤖 Crossplatform chatbot framework for Swift supporting Telegram & VK

[ICLR 2025] A Comprehensive Framework for Developing and Evaluating Multimodal Role-Playing Agents

Ebiose is a distributed artificial intelligence factory, an open source project from the Inria’s incubator (French lab).

A multi-agent framework to fully automate anomaly detection in different modalities, tabular, graph, time series, and more (work in progress)!

Deprecated/unmaintained Postgres extensions to support end-to-end Retrieval-Augmented Generation (RAG) pipelines

Fork of x library for collaborative decentralized visual-inertial odometry

AI Agents that land on their feet

A benchmark suite for evaluating LLM-based interactive scientific reasoning.

Turn any model into an agent. Model-agnostic, framework agnostic agent harness.

Official Oxylabs MCP integration

[NeurIPS 2025 D&B] VIKI‑R: Coordinating Embodied Multi-Agent Cooperation via Reinforcement Learning

Iron man inspired Personal virtual assistant

Local AI-powered document search and editing with first-in-class hybrid retrieval, LLM answers, WebUI, REST API and MCP support for AI clients.

One command gives AI agents instant codebase context. ~250 tokens replaces 50,000+ tokens of exploration. Auto-configures Claude Code, Cursor, Aider.

Resume AI coding sessions across providers: converts Codex, Claude, Gemini, and other session formats through a canonical IR so you can pick up where you left off in any tool

Libriscribe is an AI-powered open-source book creation system. The system is designed to help you write your book, from initial concept to a polished manuscript. It uses a multi-agent approach, where specialized AI agents collaborate to handle different stages of the book creation process.

Self-hosted RAG platform for AI document search across GitHub, Notion, Google Drive, local files, and web sources with citations.