Explore the directory

Unsloth is a desktop application and toolkit for running and fine-tuning large language and diffusion models locally, supporting formats such as GGUF and MLX across NVIDIA, AMD and Intel GPUs as well as CPUs.

• Models
• Inference

A teaching repository explaining agent-harness engineering: how a coding-agent product pairs a trained model with the surrounding tool, memory and sandbox infrastructure, building a minimal agent from first principles.

• Tutorials

Orca is a desktop and mobile agent development environment for running several coding agents, such as Claude Code, Codex or OpenCode, side by side, each in its own isolated git worktree.

• Coding agents

Netdata is a real-time, zero-configuration infrastructure monitoring platform that collects per-second metrics and uses built-in machine learning to detect anomalies without a query language.

• Monitoring

Hello-Agents is a Chinese-language tutorial from the Datawhale community that teaches agent theory and practice, from classic paradigms such as ReAct through building a custom agent framework from scratch.

• Tutorials

rtk is a Rust CLI proxy that filters and compresses command output before it reaches a coding agent's context, cutting the bash output an agent has to read across more than 100 supported commands.

• CLI tools

LobeHub positions itself as a "Chief Agent Operator" that organizes a user's AI agents into round-the-clock operation, hiring, scheduling and reporting on their work so a person can stay in charge without staying online.

• Agent frameworks

DeerFlow is an open-source agent harness that orchestrates sub-agents, memory and sandboxes with extensible skills to carry out research, coding and other long-horizon tasks lasting minutes to hours.

• Agent frameworks

An adaptive Python web scraping framework whose parser relocates elements automatically when a site's markup changes, with fetchers built to get past common anti-bot systems.

• Browser automation

Understand Anything is a Claude Code plugin that analyzes a codebase with a multi-agent pipeline and turns it into an interactive knowledge graph of files, functions, classes and dependencies.

• Agent memory

Crawl4AI is an open-source web crawler that turns any website into clean, LLM-ready Markdown for retrieval-augmented generation and AI agent pipelines, usable as a library, a self-hosted server, or a hosted API.

• Browser automation

Agent Reach is a CLI that gives an AI agent the ability to read and search Twitter/X, Reddit, YouTube, GitHub, Bilibili and Xiaohongshu without paid platform APIs.

• CLI tools
• Browser automation

NextChat is a self-hostable AI chat client that connects to Claude, GPT-4, Gemini and DeepSeek, deploys with one click to Vercel, and also runs as a compact native app for Linux, Windows and macOS.

• Inference

An open-source orchestration platform that runs and manages teams of AI agents from different providers on shared goals, budgets and permissions.

• Agent frameworks

A self-hosted control center for running and automating coding agents such as OpenHands, Claude Code, Codex and Gemini across local, remote and cloud backends, with automations that connect to tools like Slack, GitHub and Linear.

• Coding agents

An OCR and document-parsing toolkit that converts PDFs and images into structured Markdown or JSON, including a vision-language model for layout-aware document parsing and text recognition in more than 100 languages.

• RAG

A small set of reference server implementations for the Model Context Protocol, maintained by the MCP steering group to demonstrate MCP features and SDK usage for developers building their own servers.

• MCP servers

A collection of installable AI-agent skills that add stronger layout, typography, motion and spacing rules to interfaces an agent builds, plus separate skills for generating reference images for web, mobile and brand-kit designs.

• Agent skills
• Design tools

A retrieval-augmented generation engine that combines document parsing, chunking and retrieval with agent templates, deployable as a self-hosted Docker service or used through a hosted cloud version.

• RAG

A self-hosted monitoring tool that tracks the uptime of HTTP, TCP, DNS, ping and other targets and sends notifications through many services.

• Monitoring

A fast, memory-efficient library for serving and running inference on large language models, supporting hundreds of Hugging Face model architectures across many hardware backends.

• Inference

A persistent memory system for AI coding agents that captures what an agent does during a session, compresses it into semantic summaries, and injects relevant context back into future sessions.

• Agent memory

A curated list of Model Context Protocol servers that give AI models access to local and remote tools and data, organized by category such as databases, file systems, browser automation and coding agents.

• MCP servers
• Curated lists

A framework for automating and testing Chromium, Firefox and WebKit through a single API, used for end-to-end tests, scripts and as a tool for AI agents.

• Testing