Custom agents

Runnable examples for LiveKit Agents in Python

Spec-driven orchestration for your coding agents.

Pixel-art diorama playbook and Three.js code kit: research-first build workflow, locked camera, palette snap, ordered dither, inked contour, animated toy-scale cast, per-entity frame QA.

Local-first inspector for coding-agent skills, conflicts, precedence, and risk analysis.

EVM agent-based token simulator 🐟🌪️

A modernised git interface for improved agent and human collaboration, review and control

A Systematic Survey of Deep Research

LLM Agent and Evaluation Framework for Autonomous Penetration Testing

The specification for the Universal Tool Calling Protocol

An Agent Skill focused on Apple’s Core Data framework, helping with data modeling, fetch requests, performance, and common persistence patterns.

Open-source AI real estate search with RAG, vector search, multi-provider LLMs, FastAPI, Next.js, ChromaDB, and a live demo.

Multi-Agent Self-Supervision

看到有人用女娲skill捏了zhangxuefeng-skill，体验了下，只有张雪峰的情绪价值，缺少了对数据准确性的保障。于是萌生了迭代到一个数据更准确的版本，能够真正为参与高考的学子和望子成龙/凤的焦灼父母们提供准确决策依据的高考Agent。

在 Android 手机上本地部署和管理 AstrBot 与 NapCat，内置 PRoot Ubuntu 运行环境，支持原生管理界面、WebUI、日志、备份恢复和独立更新，无需 Root。

Humanoid Agents: Platform for Simulating Human-like Generative Agents

Skylight agent for Ruby

TapeAgents is a framework that facilitates all stages of the LLM Agent development lifecycle

Sample quickstart repo for getting started building an enterprise chat copilot in Azure AI Studio

Local, LLM-free memory for AI agents. A single offline Rust binary — deterministic and auditable — that learns from use, forgets the irrelevant, and strengthens what matters. No cloud, no API keys.

Agentic Development Environment

Search & analytics data as infrastructure — MCP server for Google Search Console, Bing Webmaster Tools, Google Adsense and GA4, designed for AI agents and automation.

Deep Research workflow on Dify: cascaded multi-source search → outline → cited long-form report. Credited in Awesome-Dify-Workflow.

Ask questions about any data source by leveraging langchains

💬 Chatbot web app + HTTP and Websocket endpoints for LLM inference with the Petals client

⚡ Stream browser logs to terminal, zero setup, perfect for Ai Agents

A tool for building feature stores.

Custom chatMode.md personas for GitHub Copilot — specialize your VS Code with AI assistants for testing, security, clean‑code refactoring, dashboards, prompt design, and more. Just drop in and select your mode.

[NeurIPS 2023 Datasets and Benchmarks Track] LAMM: Multi-Modal Large Language Models and Applications as AI Agents

Official implementation of X-Master, a general-purpose tool-augmented reasoning agent.

This is the official code of VideoAgent: A Memory-augmented Multimodal Agent for Video Understanding (ECCV 2024)

Multi-Agent Collaboration Platform✨

AI-powered Personal Knowledge Assistance in a folder. Built on the ICOR methodology. Plain markdown. Any LLM. Yours forever.

Adobe Skills for Agents

A tool to update the IMDB ratings for Plex libraries that contain movies/series and use the IMDB agent to receive ratings

专为数学建模竞赛设计的数模 Agent Skills：MCM/ICM 美赛、CUMCM 国赛、华数杯、M3、HiMCM 等，面向 Claude Code 与 Codex 的获奖级建模工作流。Math modeling contest skills for Claude Code & Codex.

A local-first, cross-platform Electron desktop workspace for Pi Coding Agent, with sessions, project files, browser tools, skills, plugins, and messaging integrations.

Halofy is the open access and governance layer for AI agents across your organization. Identity, policy, provenance, audit, and signed erasure.

1Password for coding agents: find, use, and save secrets without exposing them

A local video studio for your coding agent. Describe a video in one sentence: your agent directs, your machine renders. Claude Code, Codex, Cursor, Devin and more. No API keys, no uploads.

A pure open-source coding agent developed by AI

⚙️ A Model Context Protocol (MCP) that provides tools for fetching and creating Reddit content

RASA chatbot use case boilerplate

papers related to LLM-agent that published on top conferences

Track how your AI agents work, what they cost, and your agents heatmaps. Stop guessing your AI spend.

AI agent workspace for DeepSeek models, with Code and Claw modes built into your application.

User-Agent parser/classifier for multi languages

Chatbot assistant enabling GitHub repository interaction using LLMs with Retrieval Augmented Generation

Integrating AI into every workflow with our open-source, no-code platform, powered by the actor model for dynamic, graph-based solutions.

MagicSkills：Stop copying skills between agents. MagicSkills turns scattered SKILL.md folders into reusable, composable, tool-ready capabilities.

Growing Expertise for Coding Agents — structured expertise files that accumulate over time, live in git, work with any agent

A multi-agent AI trading system using LLMs to optimize strategies and adapt to market conditions in real-time.

Winner 🏆 (Agent-only) MLSys 2026 - FlashInfer AI Kernel Generation Contest for the DeepSeek Sparse Attention (DSA) track with an average speedup of 34.93x

Run your own organization of agents

Open-source AI visibility tracker. Track how ChatGPT, Perplexity, Gemini, Copilot and Google AI Mode mention and cite your brand. Self-hosted, MIT, bring your own keys.

零基础入门 AI Agent 的基础教程。不只是教程，也是一个能在本地跑起来的 Agent：读写文件、执行命令、MCP、长期记忆，自带网页端看清每一步。从 100 行最小循环开始，一课加一个能力，最后拆解 Claude Code、Codex 等主流 Agent

[ICCV 2021] Official PyTorch Implementation of "AgentFormer: Agent-Aware Transformers for Socio-Temporal Multi-Agent Forecasting".

Open source virtual desktops for AI agents

Tools to build web AI agents that can authenticate, interact with and extract data from any website.

🔁 Improve your agent harness autonomously overnight

Survey and paper list on efficiency-guided LLM agents (memory, tool use, planning).

Agent mode for gptel

Sayna is a unified Voice Layer for AI Agents with a seemless integration to an existing agentic frameworks

AI trading research engine for Claude Code. Analyze stocks (technical, fundamental, sentiment, risk, thesis), options strategies, sector rotation, portfolio analysis, and PDF reports. 16 skills, 5 parallel agents. Research tool only — not financial advice.

Canvas LMS MCP server — up to 102 tools and 8 agent skills for students & educators. Works with Claude, Cursor, Codex, and 40+ agents.

Agent multiplexer with map-charting capabilities

A complete voice AI building block with telephony integration, featuring real-time speech-to-text, text-to-speech, and LLM-powered conversational agents.

A deep-research agent with an enforced budget, verified quotes, and a privacy boundary for local data.

Fact-checking LLM outputs with self-ask

AI agent that can SEE 👁️, control, navigate, & do stuff for you on your browser.

ArgusBot: A 24/7 supervisor Agent for Codex CLI and Claude Code CLI that keeps agents running, reviewing, and planning until the job is actually done.

A multi-agent AI trading system using LLMs to optimize strategies and adapt to market conditions in real-time.

Open-source agent runtime — SSH-native isolation, eBPF egress policy, Kubernetes + LXC backends, GPU passthrough, MCP-native CLI

Instill trust in your agent evals.

A curated list of awesome resources for spec-driven development (SDD)

AI chat and agent tooling for Godot, with both MCP support and in-built native chat window.

The black box for AI-written code. Passive decision graph linking every commit to the agent prompts behind it: drift detection, DLP audit of what agents read, evidence-driven risk, MCP memory for coding agents, signed provenance attestations. One command, offline by default.

Open standard for software intent in the AI agent era.

MCP server for Mikrotik

推量牛 BullFlow — 开源企业级 RAG 解决方案：从企业知识库、营销内容自动化生产到全域内容分发 | Open-source enterprise RAG solution: knowledge base → automated marketing content → omnichannel publishing. 知识库全链路本地开源模型，无需付费模型；AI Agent 创作图文 / 图片 / 视频，一键发布抖音、小红书、公众号、LinkedIn、YouTube 等 17 个平台。Commercial-grade, multi-tenant, billing & admin built in. MIT

中文智能客服机器人demo，包含闲聊和专业问答2个部分，支持自定义组件（Chinese intelligent customer chatbot Demo, including the gossip and the professional Q&A(FAQ) , support for custom components！）

ML-Bench: Evaluating Large Language Models and Agents for Machine Learning Tasks on Repository-Level Code (https://arxiv.org/abs/2311.09835)

Train embodied agents that can answer questions in environments

[ICLR'25 Oral] UGround: Universal GUI Visual Grounding for GUI Agents

A tool to update the IMDB ratings for Plex libraries that contain movies/series and use the IMDB agent to receive ratings

A powerful dataset generator for Rasa NLU, inspired by Chatito

Smart Python Agent Development Environment

Memory Palace is a long-term memory operating system purpose-built for AI Agents.

Full-content web fetcher for AI agents — Chrome TLS fingerprinting, browser impersonation, multi-strategy article extraction, and web scraping.

🚀 JoySafeter: An enterprise AI Agent Platform—Not just chatting. building、running、testing, and tracing autonomous Agent Teams with visual orchestration...

Catches and repairs AI hallucinations before delivery: three quality gates, 31 built-in rules, a self-healing loop and a 90-point acceptance review. Fully automated from requirement to merged code. A primary Agent dynamically spawns and orchestrates child Agents on the AI CLIs on your machine (Claude Code, Codex — 8 supported).

Open-source MCP server that lets an AI drive a live session of Altium Designer, and optionally KiCad or EasyEDA Pro, editing the open design in place while you watch. 560+ tools: schematic, PCB, library and project automation, design review, audits, rendering, auto-placement, panelization, autonomous design-plan executor. Apache-2.0.

Generate editable Excalidraw diagrams from text or JSON for agents and developer workflows

🎬 Turn any topic into a finished Vox-style paper-collage explainer / motion graphics video — script, collage keyframes, animation, voice-over, music & captions, all automated. An agent skill for Claude Code, Codex & other coding agents.

This plugin intends to simplify the usage of http://hotswapagent.org. Agent provides real hotswap functionality together with https://dcevm.github.io which extends JVM class redefinition functionality.

🦔A utility to match a browserslist query with user agent strings

seamless neovim integration with goose - work with a powerful AI agent without leaving your editor

[EMNLP 2024: Demo Oral] RAGLAB: A Modular and Research-Oriented Unified Framework for Retrieval-Augmented Generation

Human-taught Computer-use Agent Designed for Real Windows and MacOS Desktops.