Anthropic Cybersecurity Skills is the largest open-source cybersecurity skills library designed to equip AI agents with the practical capabilities of a senior security analyst. Built on the agentskills.io standard, it features 754 production-grade skills across 26 domains, uniquely mapped to five major industry frameworks including MITRE ATT&CK and NIST CSF. Using a token-efficient progressive disclosure architecture, agents scan lightweight YAML frontmatter to discover relevant skills before loading detailed Markdown workflows for step-by-step execution.
Local Deep Research is an AI-powered research assistant designed for deep, agentic research. It automates information gathering across web, academic papers, and user-owned documents using multiple LLMs and search engines, synthesizing findings into cited reports. The product emphasizes data privacy, local operation, and allows users to build and search their own encrypted knowledge base. It offers various research strategies and robust security features, ensuring user data control.
OpenSpec, by Fission-AI, is a lightweight specification framework designed to bring predictability to AI-assisted coding. It introduces an artifact-guided workflow, enabling human and AI to align on proposals, specs, design, and tasks before code implementation. This ensures clarity and organization, supports iterative development, and integrates with over 20 existing AI assistants.
Scrapling is an adaptive web scraping framework for the modern web. Its intelligent parser learns from website updates to automatically relocate elements. It features built-in bypasses for anti-bot systems like Cloudflare Turnstile and includes a robust spider framework for concurrent crawls with proxy rotation. It also provides an MCP server and an official OpenClaw Skill for seamless AI agent integration.
OmniVoice by k2-fsa is a state-of-the-art massively multilingual zero-shot Text-to-Speech (TTS) model, uniquely supporting over 600 languages. Leveraging an innovative diffusion language model-style architecture, it delivers high-quality speech generation with exceptional inference speed. Its core capabilities include industry-leading voice cloning, sophisticated voice design via attributes like gender, age, pitch, and accent, as well as precise control over non-verbal symbols and pronunciation correction. OmniVoice stands out for its extensive language coverage and rapid performance, making it an ideal choice for diverse applications in multilingual content creation, personalized voice synthesis, and real-time interactive systems.
ios-simulator-skill is a production-ready skill designed for Claude Code, optimized for building, testing, and automating iOS applications. It includes 22 scripts supporting Xcode project builds, testing, and result parsing via `xcodebuild`, as well as iOS simulator interaction via `xcrun simctl` and `idb`. This skill leverages semantic UI navigation and accessibility APIs to avoid fragile pixel-coordinate operations. It also significantly reduces AI agent token costs through token-efficient output and optimized screenshot compression, enhancing both efficiency and robustness.
OpenVoice is a versatile instant voice cloning model developed by MyShell.ai. It accurately clones reference tone colors and generates speech in multiple languages and accents. It provides flexible control over voice styles, including emotion, accent, rhythm, pauses, and intonation. OpenVoice V2, released in April 2024, enhances audio quality and offers native support for languages like English, Spanish, French, Chinese, Japanese, and Korean. Both V1 and V2 are MIT licensed for free commercial use, enabling zero-shot cross-lingual voice cloning and powering the instant voice cloning capability on the myshell.ai platform.
AI_NovelGenerator, developed by YILING0013, is a multifunctional novel generation tool built on large language models. It helps users efficiently create long-form stories by offering a visual Novel Setting Workshop for worldbuilding, character design, and plot blueprinting. The tool features intelligent multi-stage chapter generation, a state tracking system, a semantic search engine, and knowledge base integration to ensure plot coherence and logical consistency. It also provides a graphical user interface (GUI) and automatic proofreading to detect and resolve plot contradictions and logical conflicts.
Claude Squad is a terminal application designed to manage multiple AI coding assistants, such as Claude Code, Codex, Gemini, and Aider. It provides isolated development workspaces for each agent, enabling users to work on multiple tasks concurrently. The tool leverages tmux for separate terminal sessions and Git Worktrees to ensure independent codebases for each task, preventing conflicts, all managed through an intuitive Text User Interface (TUI) which also allows reviewing changes before applying them.
IronClaw is a high-security sandbox solution developed by the open-source community, built on Rust as an enhanced version of OpenClaw. It provides a highly secure, isolated, and high-performance execution environment. Utilizing advanced sandboxing technology, IronClaw ensures system integrity and data security when executing untrusted code or integrating AI models. Deeply integrated with the NEAR AI ecosystem, it serves as crucial infrastructure for seamlessly merging decentralized Web3 platforms with cutting-edge AI Agent technology, empowering developers to securely deploy and manage AI Agents, driving innovation in next-generation intelligent applications.
An agent-agnostic design skill plugin compatible with OpenClaw, Claude Code, and more. By simply providing a text prompt, agents can deliver professional-grade motion animations, clickable app prototypes, editable PPT decks, and infographics in 3 to 30 minutes. Bypassing traditional tools like Figma, it uses a strict Core Asset Protocol and a built-in design advisor to prevent generic AI slop and ensure brand fidelity.
Open Code Review is an open-source, AI-powered CLI tool by Alibaba that combines deterministic engineering with dynamic Agent decision-making. It reads Git diffs, smartly bundles relevant files, and applies fine-grained rules before querying the LLM. It generates structured, line-level reviews and resolves common issues in generic agents such as incomplete coverage, position drift, and unstable feedback quality.
The OpenAI Agents SDK is a lightweight yet powerful Python framework for building multi-agent workflows. It supports OpenAI APIs and over 100 other LLMs, enabling complex agent collaboration and task automation through core concepts like agents, tools, guardrails, and session management. Key features include agents as tools, sandbox execution, human-in-the-loop mechanisms, conversation history management, and built-in tracing, supporting the development of voice agents.
Daytona is a secure, elastic, and open-source infrastructure runtime specifically engineered for AI-generated code execution and AI Agent workflows. At its core, it provides fully isolated sandboxes—composable computers with dedicated kernels, file systems, and network stacks, ensuring robust security and consistency. These sandboxes support multiple languages like Python, TypeScript, and JavaScript, offering sub-90ms startup times and massive parallelization. Developers and AI agents can programmatically manage sandbox lifecycles, file operations, and code execution via comprehensive SDKs, APIs, and a CLI. With stateful environment snapshots enabling persistent operations, Daytona serves as a stable and reliable foundation for sophisticated AI agent architectures.
MAD (Multi-Agents-Debate) is an open-source framework exploring the collective debating capabilities of LLMs. It addresses the 'Degeneration of Thoughts' (DoT) issue—where self-reflection leads to biased or rigid outputs—by implementing a tit-for-tat interaction between multiple agents. By assigning roles like 'devil' and 'angel' to provide mutual external feedback, MAD corrects distorted thinking and breaks cognitive rigidity. It achieves significant performance gains in Counterintuitive QA and Commonsense Machine Translation tasks.
Nemp Memory is a smart memory plugin designed for AI agents like Claude Code and OpenClaw. It solves the problem of agents forgetting context between sessions by providing automated project environment learning and memory management through simple commands. Key features include 100% local operation, no cloud services, API keys, or complex databases, ensuring privacy with all data stored in plain JSON files. Nemp Memory offers smart context search, AI-powered memory suggestions, and two-way auto-sync with CLAUDE.md, significantly streamlining developer workflows and ensuring agents always have up-to-date and accurate project context.
OpenCLI is an innovative AI-native runtime and universal CLI hub that transforms websites, browser sessions, Electron apps, and local tools into standardized, deterministic command-line interfaces. It offers a powerful automation platform for both human users and AI agents. With over 90 pre-built adapters, users can access data from popular sites like Bilibili. AI agents can leverage `opencli browser` for real-time direct browser control, or automatically generate new CLI adapters from website behavior using functions like `explore` and `generate`. OpenCLI also supports driving Electron applications and serves as a central hub for local CLI tools such as `gh` and `docker`. Key benefits include ensuring deterministic output, secure account access by reusing browser login states, and zero LLM token consumption during runtime, all while empowering AI agents with seamless tool discovery and execution.
Evolver, the core engine of the EvoMap ecosystem, is a GEP-protocol-powered self-evolution engine for AI agents. It transforms ad-hoc prompt adjustments into auditable and reusable evolution assets like Genes and Capsules. By scanning runtime logs and identifying error patterns, Evolver selects suitable assets and generates standardized GEP prompts to guide the AI agent's next evolutionary step. It supports various strategy presets and integrates with major agent runtimes like OpenClaw and Cursor, enabling automated agent self-repair and capability enhancement.
autoresearch by karpathy is a pioneering AI agent research tool designed to automate the exploration and optimization of Large Language Model (LLM) training. It empowers AI agents to autonomously modify model architecture, hyperparameters, and core training logic within `train.py`. Operating on a strict 5-minute training budget, the system evaluates improvements using `val_bpb` and iteratively refines configurations. Guided by human-programmed `program.md` files, autoresearch aims to discover optimal LLM setups on a single GPU, significantly accelerating frontier research and enabling efficient, unsupervised overnight experimentation.
AI-Search-Hub by minsight-ai-info is an open-source AI Skill designed to aggregate the native search and web extraction capabilities of leading AI platforms like Gemini, Grok, Doubao, Yuanbao, and Kimi. It establishes an efficient, reusable information hub that resolves common data acquisition challenges such as crawler maintenance, platform anti-bot measures, and data cleaning. Users can perform "one query, whole-domain searches" to freely and efficiently gather diverse information, including tech trends, industry sentiment, and data from hard-to-reach sources like WeChat Official Accounts and Douyin. This hub empowers Agents and workflows to leverage major AI platforms' robust understanding and processing power, automating information collection, cleaning, and organization into structured outputs, significantly enhancing data acquisition efficiency and quality.
HACK.SKILLS is a hacker arsenal and agent skills knowledge base encompassing 101 deep topic skills across 14 security domains, including web, API, authentication, OS privilege escalation, Active Directory, mobile, Pwn, reverse engineering, cryptography, blockchain, AI/ML/LLM security, network protocols, and digital forensics. Structured with master, category, and deep topic entries, it's designed for bug bounty, penetration testing, CTF competitions, and authorized security research. Accessible via a Web UI, GitHub repository, and an encrypted ZIP for offline use, it distills public security knowledge to enhance agent stability in real-world engagements.
A layered memory system for AI Agents that combines symbolic short-term memory with hierarchical long-term storage. It optimizes performance by offloading verbose tool logs into compact Mermaid symbols, reducing token usage by up to 61% while improving accuracy. The system organizes experiences into a semantic pyramid (L0-L3), enabling structured persona management instead of flat vector retrieval. Integrated with OpenClaw and Hermes, it provides a traceable and lossless memory architecture.
Claude Code Usage Monitor is a real-time terminal monitoring tool developed by Maciek-roboblog, specifically designed for tracking Claude AI's token usage. It offers advanced analytics, machine learning-based predictions, and a rich user interface to help users monitor token consumption, burn rates, and cost analysis in real-time, while providing intelligent forecasts for session limits. The tool supports automatic detection of various Claude plans and custom limits, along with a multi-level warning system to prevent users from accidentally exceeding their usage quotas.
DeepGEMM is a unified, high-performance Tensor Core kernel library that brings together key computation primitives of modern large language models, such as FP8, FP4, BF16 GEMMs, fused MoE with overlapped communication, MQA scoring, and HyperConnection, into a single, cohesive CUDA codebase. All kernels are compiled at runtime via a lightweight Just-In-Time (JIT) module, requiring no CUDA compilation during installation. Despite its lightweight design, DeepGEMM's performance matches or exceeds expert-tuned libraries across various matrix shapes.
OpenHarness, developed by HKUDS, is an open-source, lightweight Python framework providing essential infrastructure for advanced AI Agents. Functioning as a comprehensive 'Agent Harness,' it equips large language models with robust tool-use capabilities (43+ tools), skill management, persistent memory, and sophisticated multi-agent coordination. Key features include parallel streaming agent loops, intelligent context compression, multi-level permission governance, and a flexible plugin ecosystem. OpenHarness empowers researchers and developers to deeply understand, experiment with, and extend production-grade AI Agents. Its capabilities are showcased by ohmo, an intelligent assistant for multi-day tasks like code generation and PR management across platforms such as Feishu and Slack, leveraging existing LLM subscriptions without extra API keys.
UI UX Pro Max Skill by NextLevelBuilder is a professional AI Agent designed to provide superior intelligent assistance for multi-platform and multi-framework UI/UX design. Its flagship feature, introduced in v2.0, is the "Intelligent Design System Generator." This powerful AI reasoning engine rapidly analyzes project requirements, generating a complete, highly customized design system in mere seconds. It performs a multi-domain parallel search across 161 product types, 67 UI styles, 161 color palettes, 24 page layout patterns, and 57 font combinations. This empowers designers and developers with professional recommendations for page patterns, styles, color schemes, typography, key effects, and a comprehensive pre-delivery checklist, ensuring efficient creation of professional, user-friendly, and accessible cross-platform interfaces.
flow-kit is a tool-less, pure Markdown-based AI programming workflow kit developed by rihebty. It eliminates version conflicts and dependency issues by providing a suite of methodology files that guide AI models through a structured development lifecycle via file references. Compatible with major AI IDEs like Windsurf, Cursor, and Claude Code, it integrates various open-source methodologies to ensure high-discipline coding, automated artifact generation, and traceable progress. Its entry-point mechanism (GO.md) provides a low-friction routing system for complex AI-assisted engineering tasks.
OpenMythos is an open-source, theoretical implementation of the Anthropic Claude Mythos model, constructed by kyegomez based on publicly available research and speculation. It employs a Recurrent-Depth Transformer (RDT) architecture with three stages: a Prelude, a looped Recurrent Block, and a Coda. The core Recurrent Block allows for multiple iterations to achieve deep reasoning, enabling compute-adaptive and depth-variable reasoning. It supports switchable attention mechanisms (MLA/GQA) and utilizes a sparse Mixture-of-Experts (MoE) with routed and shared experts. OpenMythos aims to deliver performance comparable to models with higher parameter counts through greater parameter efficiency.
DeerFlow (Deep Exploration and Efficient Research Flow) is an open-source super agent harness developed by ByteDance, designed to orchestrate sub-agents, memory, and sandboxes to perform a wide range of complex tasks. It is powered by an extensible skills system, allowing for custom functionality integration. DeerFlow 2.0 is a ground-up rewrite, offering enhanced agent capabilities and flexible deployment, recommended for use with large language models such as Doubao-Seed-2.0-Code, DeepSeek v3.2, and Kimi 2.5. It also integrates BytePlus's InfoQuest intelligent search and crawling toolset.
Flowforge is a powerful tool built for Laravel and Filament, enabling the transformation of any Eloquent model into a drag-and-drop Kanban board. It delivers enterprise-grade performance with minimal setup, offering multiple integration patterns, rich card schemas, smart decimal-based position management, comprehensive search and filtering, and extensive UI customization. It's perfect for project management, task tracking, CRM pipelines, or any workflow requiring visual status management.
cmux is a Ghostty-based macOS terminal designed for AI coding agents. It enhances developer interaction with AI agents by integrating vertical tabs, smart notification systems, and a built-in browser. cmux addresses the challenges of context switching and notification overload in multi-agent parallel workflows, offering tailored features like agent notification rings, a consolidated notification panel, and a scriptable in-app browser. Built as a native macOS application, it ensures fast startup and low memory usage, supporting advanced functionalities like SSH workspaces and Claude Code Teams.
Orca is an AI orchestrator designed for developers to boost productivity. It allows users to run multiple AI agents like Claude Code and Codex side-by-side in independent worktrees, with centralized management. Key features include built-in version control, GitHub integration, multi-agent terminals, and an innovative "Per Worktree Browser & Design Mode" where users can click UI elements to provide context to the AI. It also offers a CLI for terminal-based AI agent orchestration.
Granian is a high-performance Rust HTTP server for Python applications, built on Hyper and Tokio. It offers a unified, correct implementation for HTTP/1 and HTTP/2 (with HTTP/3 planned), and comprehensive support for ASGI/3, RSGI, and WSGI application interfaces. Designed for streamlined deployment with a single dependency, Granian delivers exceptional concurrency and stable high throughput, particularly excelling with WebSocket connections. Featuring HTTPS, mTLS, and direct static file serving, Granian is an ideal choice for modern Python deployments demanding high performance and concurrency.
node-pty is a Node.js module providing `forkpty(3)` bindings, enabling applications to create and manage pseudoterminals. It allows forking processes and interacting with them via read and write operations through a terminal object. This library is a crucial component for building terminal emulators (like the one in VS Code) and for scenarios where programs need to behave as if they are communicating with a real terminal. It supports Linux, macOS, and Windows (via ConPTY API) and includes advanced features like flow control.
QtScrcpy is a high-performance, open-source, cross-platform solution developed by barry-ran, extending the scrcpy project for Android device screen mirroring and control. It offers real-time display and precise manipulation of Android devices via USB or WiFi, without requiring root privileges. Esteemed for its lightweight design, fluid performance (30-60 FPS), high-definition quality (1080P+), low latency (35-70ms), and rapid startup, QtScrcpy ensures a non-intrusive user experience. Featuring an intuitive Qt-based GUI, C++ asynchronous programming, and OpenGL rendering, it surpasses the original scrcpy. Its standout capabilities include powerful custom key mapping for mobile gaming with keyboard/mouse, and efficient multi-device group control, catering perfectly to gamers and multi-device management needs.
caveman, developed by JuliusBrussee, is an agent skill/plugin designed to drastically reduce LLM output tokens by adopting a 'caveman-speak' style, while maintaining full technical accuracy. It cuts approximately 75% of output tokens and increases response speed by about 3x. It also features an input compression tool reducing input tokens by around 46%. The product supports various intensity levels (Lite, Full, Ultra, Wenyan mode) and provides specialized commands for terse commit messages and one-line code reviews.
hostc is a modern, lightweight, and zero-configuration tool designed to instantly expose your local HTTP and WebSocket services to the public internet securely, fast, and frictionlessly. It is built entirely on Cloudflare Workers and Durable Objects, leveraging Cloudflare's global edge network to provide low-latency public access tunnels for local services.
EmDash is a modern, full-stack TypeScript Content Management System built on Astro and Cloudflare. It re-imagines the extensibility and user experience of traditional CMS platforms like WordPress, leveraging a serverless, type-safe architecture. A core innovation is its sandboxed plugin ecosystem, where plugins run in isolated Cloudflare Worker sandboxes with explicit capability declarations, fundamentally addressing security vulnerabilities. EmDash utilizes Portable Text for structured JSON content storage, decoupling content from presentation and enabling flexible multi-channel distribution. Designed for AI Agents, it offers development skill files, programmatic CLI tools, and a built-in MCP server for direct AI interaction. EmDash supports various databases and S3-compatible storage, providing a high-performance, secure, and developer-friendly platform for modern web content management.
CLIProxyAPI is a robust proxy server designed to streamline access to various Command-Line Interface (CLI) based Large Language Models. It unifies services like Gemini CLI, Antigravity, ChatGPT Codex, Claude Code, Qwen Code, and iFlow by encapsulating them into standard OpenAI/Gemini/Claude/Codex compatible API interfaces. This enables developers to seamlessly integrate and leverage their existing LLM subscriptions or CLI access via a standardized API. Key features include multi-account load balancing, OAuth support for Codex and Claude Code, multimodal input, function calling, and streaming responses. Deep integration with Amp CLI and IDE extensions, along with a reusable Go SDK, further enhances AI programming and application development efficiency.
"build-your-own-x" is an open-source repository curated by CodeCrafters.io, compiling a wealth of high-quality, step-by-step guides. It teaches how to build diverse core technologies from scratch, such as 3D renderers, AI models, blockchains, and databases. By focusing on practical implementation, it helps developers deeply understand the underlying principles of complex systems, supporting multiple programming languages.
MemPalace is a local-first AI memory tool designed to store conversation history verbatim and retrieve it through semantic search, without summarizing or paraphrasing. It utilizes a structured index, categorizing information into "wings," "rooms," and "drawers" to enable scoped searches. The retrieval layer is pluggable (ChromaDB by default), ensuring all data remains on the user's machine unless opted out. It achieves an impressive 96.6% R@5 raw recall on the LongMemEval benchmark, notably without requiring LLMs or API calls, showcasing high performance in a local environment.
VoiceFlow is an efficient Text-to-Speech (TTS) system based on Rectified Flow Matching, addressing the efficiency limitations of traditional diffusion models in speech synthesis. As the official implementation of its ICASSP 2024 paper, it generates high-quality mel-spectrograms by learning a continuous flow between noise and data. Through a flow rectification process, it further optimizes the sampling trajectory, achieving superior synthesis quality and efficiency with a limited number of sampling steps. It features Kaldi-style data organization, flexible training configurations, supervised duration modeling, and experimental voice conversion capabilities.
get-shit-done (GSD) is an innovative AI-assisted software development system focusing on meta-prompting, context engineering, and spec-driven development. It precisely addresses the common “context rot” issue in large language models, ensuring consistently high-quality AI-generated code. Behind the scenes, GSD orchestrates intricate sub-agent workflows, state management, and XML prompt formatting to deliver a remarkably streamlined and efficient developer experience. With built-in intelligent quality assurance mechanisms like schema drift detection, threat-model-based security enforcement, and scope reduction detection, GSD guarantees AI code reliably adheres to project specifications. It empowers developers to rapidly transform ideas into validated, high-quality code, bypassing traditional enterprise development complexities to significantly boost efficiency and delivery quality.
Claude Context is an MCP (Model Context Protocol) plugin developed by Zilliztech, designed to provide deep code context to Claude Code and other AI coding assistants. It leverages semantic search to efficiently retrieve relevant code snippets from entire codebases, injecting them directly into the AI's context. This approach addresses the limitations of context windows and high costs associated with large codebases by storing the codebase in a vector database for efficient management and cost-effectiveness.
Personal AI Infrastructure (PAI) is a comprehensive "Life Operating System" designed by Daniel Miessler. Unlike standard agent harnesses, PAI serves as an identity and goal-oriented layer that helps users transition from their current state to an "Ideal State" (ISA) using Algorithm v6.3.0. It features the Pulse dashboard and a Digital Assistant (DA) interface. Built on a "text-over-opaque-storage" philosophy, it prioritizes filesystem context over RAG and uses deterministic code-based skills to automate and magnify human capabilities.
DiceBear is a comprehensive avatar generation library and service crafted for designers and developers. It enables rapid creation of diverse avatars, offering styles from abstract shapes to elaborately designed characters. Key functionalities include generating purely random avatars, deterministic avatars based on a specific 'seed' for consistent user identification, and highly customized avatars through a wide range of style options. DiceBear provides flexible integration solutions, including a JavaScript library, HTTP API, CLI, and Figma plugin, seamlessly fitting into various development and design workflows to enhance user interfaces, personalize user profiles, and quickly populate project visual assets.
Magika, developed by Google, is an innovative AI-powered file type detection tool leveraging deep learning for unparalleled accuracy. It uses a highly optimized, compact model (only a few MBs) to swiftly identify file types within milliseconds, even on a single CPU. Trained on a massive dataset of ~100 million samples across 200+ content types, Magika achieves an impressive ~99% average accuracy, excelling particularly with textual formats. Currently deployed at scale within Google for security and content policy routing across Gmail, Drive, and Safe Browsing, Magika also integrates with industry platforms like VirusTotal. Available as a command-line tool, Python API, and JavaScript/Go bindings, it offers robust, efficient, and flexible file identification for diverse applications.
PicoClaw is an ultra-lightweight AI Agent solution meticulously developed by the open-source community, serving as a Go rewrite of the OpenClaw project. Its core design principle is extreme resource optimization, notably achieving an astonishingly low memory footprint of under 10MB. This innovation enables PicoClaw to efficiently and stably run full AI Agent functionalities on low-cost single-board computers like Raspberry Pi, and various other resource-constrained embedded Linux devices. With its exceptional efficiency and minimal system overhead, PicoClaw is an ideal choice for IoT, edge computing, and scenarios demanding strict requirements on hardware cost, power consumption, and deployment flexibility, empowering intelligent decision-making and responsive actions at the edge.
go-trader is a hybrid Go and Python crypto trading system. A lightweight Go binary (around 8MB RAM) orchestrates over 50 paper or live trading strategies across various markets including spot, options, perpetual futures, and CME futures, by spawning short-lived Python scripts. It supports multiple exchanges like Binance US, Deribit, Hyperliquid, and Robinhood. Features include Discord alerts, self-upgrading capabilities, and state management via SQLite, with status monitoring available via a localhost port.
Maigret is a robust OSINT tool that collects comprehensive dossiers on individuals using only a username. It checks across 3,000+ sites and extracts data from profile pages without needing API keys. Key features include recursive searching for discovered IDs, advanced detection/bypass of censorship, and an AI analysis mode for summarizing investigations. It supports various report formats (PDF, HTML, JSON) and provides both a Web UI and an embeddable Python library for professional OSINT workflows.
RAG-Anything is an all-in-one multimodal RAG framework developed by HKUDS, built upon LightRAG. It addresses the limitations of traditional RAG systems in processing diverse content like text, images, tables, and equations. This comprehensive system offers end-to-end multimodal document processing, enabling seamless retrieval and querying across all content modalities through intelligent parsing, multimodal content understanding, and knowledge graph construction, eliminating the need for multiple specialized tools, including VLM-Enhanced Query capabilities.
Understand-Anything is a multi-agent plugin compatible with OpenClaw and various AI coding platforms. It scans entire codebases or knowledge bases to generate interactive knowledge graphs. By integrating Tree-sitter's static analysis with LLM semantic capabilities, it maps out structural dependencies and real business logic. Through its visual dashboard, users can utilize semantic search, architecture guided tours, and diff impact analysis to quickly grasp and navigate complex projects.
Taskmaster is an AI-driven development task management system designed for seamless integration with any AI chat and code editors like Cursor and VS Code. It generates, plans, and executes development tasks by parsing Product Requirements Documents (PRDs) and leverages capabilities from multiple AI providers (e.g., Anthropic, OpenAI). Supporting Model Control Protocol (MCP) integration, it enables users to run and manage tasks directly within IDEs, offering robust context-aware research capabilities to optimize AI-assisted software development workflows.
rtk is a high-performance command-line interface (CLI) proxy designed to significantly reduce LLM token consumption by filtering and compressing command outputs, typically achieving 60-90% savings. Implemented as a single Rust binary, it supports over 100 common CLI commands and employs four core strategies: smart filtering, grouping, truncation, and deduplication. With a transparent auto-rewrite hook for Bash commands, rtk optimizes the context provided to LLMs without altering user workflows, thereby enhancing efficiency and cost-effectiveness when interacting with AI tools.
playwright-cli is a command-line interface by Microsoft, tailored for AI coding agents like Claude Code and GitHub Copilot. By exposing browser automation as concise CLI commands (SKILLs), it delivers a token-efficient alternative to MCP, preventing large page schemas or accessibility trees from bloating the LLM context. It features headless/headed execution, multi-session isolation with optional persistence, and a visual dashboard for live monitoring and manual takeover.
Pup CLI, developed by Datadog-Labs, is a command-line interface designed to grant AI agents full access to Datadog's comprehensive observability platform. It exposes a wide range of Datadog APIs, enabling AI agents to effortlessly fetch metrics, detect errors, and track issues. Pup features self-discoverable commands, structured JSON/YAML output, and supports OAuth2 + PKCE for scoped access, covering various core Datadog product domains including monitoring, logs, metrics, and security.
jcode is a next-generation coding agent harness developed by 1jehuang, designed to significantly raise the skill ceiling for coding agents. It focuses on delivering superior performance, resource efficiency, infinite customizability, and robust support for multi-session workflows. Key features include an advanced semantic memory system, enabling agents to automatically and efficiently recall relevant information, mimicking human-like memory. Its highly optimized user interface supports real-time side panels, inline diagram rendering, intelligent info widgets, and custom high-performance scrolling, ensuring an exceptionally smooth and responsive coding assistance experience for developers.
LangChain is the leading agent engineering platform designed to simplify the development and deployment of applications powered by large language models (LLMs). It provides a robust framework for connecting interoperable components and vast third-party integrations, empowering developers to build sophisticated agents and LLM-driven applications. Key benefits include real-time data augmentation, guaranteed model interoperability, rapid prototyping, and production-ready features. Seamlessly integrated with LangGraph for advanced orchestration and LangSmith for observability, LangChain offers comprehensive end-to-end support for building high-performance, future-proof AI solutions.
geo-seo-claude is a revolutionary AI Agent product engineered to optimize websites for the rapidly evolving AI-driven search ecosystem, encompassing platforms like Claude, ChatGPT, Perplexity, Gemini, and Google AI Overviews. It champions a "GEO-first, SEO-supported" strategy, designed to capture traffic migrating from traditional search to AI discovery while fortifying foundational SEO. The agent provides comprehensive functionalities including AI citability scoring, in-depth AI crawler analysis, cross-platform brand mention scanning, and llms.txt file generation. Leveraging parallel subagents for holistic GEO+SEO audits, it delivers professional, client-ready Markdown or PDF reports with prioritized action plans, ensuring digital assets remain competitive in the AI era.
Claude Code Templates is a comprehensive collection of ready-to-use configurations for Anthropic's Claude Code CLI. It features 100+ AI agents, custom slash commands, MCP integrations, and automation hooks accessible via aitmpl.com. Designed to streamline AI-powered development, it offers specialized agents (e.g., security auditors), one-line installation via NPX, and advanced tools like a real-time conversation monitor, session analytics, and environment health checks.
claude-code-best-practice is a comprehensive guide for mastering Claude Code agentic engineering. It systematically integrates core conceptual frameworks, best practices, and practical implementations for building sophisticated AI agents. This resource delves into key components such as Subagents, Commands, Skills, and Hooks, emphasizing robust workflow orchestration and efficient context management. Developers can leverage advanced features like Routines, Devcontainers, and MCP Servers, transitioning from 'vibe coding' to a professional, systematic 'agentic engineering' approach, ultimately constructing high-performance, adaptive, and integrated Claude solutions.
Zellij is a terminal workspace and multiplexer designed for developers and ops-oriented users. It prioritizes a seamless out-of-the-box experience without sacrificing advanced capabilities. Key features include a WebAssembly-based plugin system, sophisticated layouts with floating and stacked panes, and true multiplayer collaboration. Zellij also includes a built-in web client, enabling terminal access via browser and serving as a modern alternative to traditional multiplexers.
Kopia is a fast, secure, open-source backup and restore tool that allows users to create encrypted snapshots of their data and save them to remote, cloud, network-attached storage, or locally on their machine. Kopia does not 'image' the whole machine but focuses on backing up and restoring important or critical files and directories. It offers both command-line (CLI) and graphical user interfaces (GUI), featuring compression, deduplication, user-controlled end-to-end encryption, and error correction, with support for major cloud storage providers like Amazon S3, Azure Blob, and Google Cloud Storage.
llm-d Router is an intelligent entry point for LLM inference traffic, providing load and prefix-cache aware routing, request prioritization, and advanced flow control. It utilizes an Endpoint Picker (EPP) that integrates with proxies like Envoy via the ext-proc protocol. Supporting both Standalone and Kubernetes Gateway API modes, it enables performance-targeted scheduling, model name rewriting for canary rollouts, and coordinates complex multi-stage lifecycles like Prefill/Decode (P/D) disaggregation.
Rustlings is a collection of small exercises designed to help learners get accustomed to reading and writing Rust code, highly recommended for parallel study with the official Rust programming language book. It allows users to learn core Rust concepts and features by actively fixing compilation errors and understanding compiler messages. Rustlings covers a wide range of topics, from basics like variables and functions to advanced concepts like iterators, traits, and macros, encouraging hands-on learning and bridging the gap between theory and practice.
The "openai-cs-agents-demo" is a customer service interface built upon the OpenAI Agents SDK. It features a Python backend for agent orchestration logic and a Next.js UI, powered by ChatKit, for visualizing the agent collaboration process and providing a chat interface. This demo showcases how a multi-agent system intelligently routes requests, handles complex tasks, and employs guardrails for relevance and jailbreak prevention. It serves as a practical foundation for developers to build extensible and transparent AI agent applications, particularly in customer support scenarios.
MoneyPrinter V2 (MPV2) is an application designed to automate the process of making money online. As the second iteration of the MoneyPrinter project, it has been completely rewritten with a focus on broader features and a more modular architecture. It integrates automated Twitter Bots and YouTube Shorts generators, utilizing CRON jobs for scheduled publishing. MPV2 supports Amazon affiliate marketing and Twitter promotion, while also assisting users in finding local businesses for cold outreach, aiming to enhance online earning efficiency through automation and streamline content creation and marketing activities.
darwin-skill, inspired by Andrej Karpathy's autoresearch, is a tool designed to optimize AI Agent Skills. It uses an autonomous experimentation loop to evaluate both the structural quality and actual performance of a Skill, preserving only changes that demonstrate measurable improvements. The system employs dual evaluation (static analysis and practical testing) and a 'ratchet mechanism' to ensure Skill scores only increase. It pauses at each optimization phase for user confirmation, enabling human-in-the-loop collaboration to enhance the continuous evolution of Skills.
Rio Terminal is a modern, hardware-accelerated GPU terminal emulator built with Rust, designed for high performance, true-color display, and image support across multiple platforms. It leverages advanced rendering technologies like WebGPU, offering features such as split panes, font ligatures, CRT effects, and blurred backgrounds, providing developers with a fast and visually rich command-line experience.
graphify is a multimodal knowledge graph construction tool meticulously designed for AI Agents, deeply integrated within the Claude Code environment. It transforms diverse information sources—including code, documents, papers, images, and video links—into queryable, structured knowledge graphs, leveraging Claude Vision to intelligently extract core concepts and relationships. This tool dramatically enhances information retrieval efficiency, saving up to 71.5x tokens per query, and ensures cross-session graph persistence. With intelligent insights and automated synchronization, graphify empowers developers and researchers with efficient intelligent assistance and advanced knowledge management.
Beads (bd) is a distributed graph issue tracker for AI agents, developed by gastownhall. It leverages Dolt to provide persistent, structured memory, replacing conventional markdown plans with a dependency-aware graph. This mechanism helps agents manage long-horizon tasks without losing context. As a command-line interface (CLI) tool, Beads supports multi-agent and multi-branch workflows, employing hash-based IDs to prevent merge conflicts.
Personal AI Infrastructure (PAI) is a Life Operating System designed to bridge the gap between your current state and your 'Ideal State.' Developed by Daniel Miessler and built for Claude, it features a unified Pulse dashboard, a Digital Assistant (DA) layer, and a proprietary algorithm modeled on the scientific method. PAI prioritizes plain-text transparency and replaces complex RAG with a direct filesystem-as-context approach. With 45+ deterministic skills and 171 workflows, it serves as a personalized AI interface that focuses on magnifying human potential through structured intent.
Wazuh is a leading free and open-source unified security platform designed for comprehensive threat prevention, detection, and response across modern IT environments. It delivers robust XDR (Extended Detection and Response) and SIEM (Security Information and Event Management) capabilities, securing on-premises, virtualized, containerized, and multi-cloud infrastructures including AWS, Azure, and Google Cloud. The platform leverages lightweight endpoint agents, a central management server, and seamless integration with the Elastic Stack to provide real-time log data analysis, advanced intrusion detection, file integrity monitoring, precise vulnerability detection, and configuration assessment. Wazuh also offers powerful incident response, dedicated cloud and container security features, and assists organizations in meeting stringent compliance requirements like PCI DSS and GDPR. Its powerful functionalities, scalability, and flexibility make it an ideal choice for building resilient security defenses.
Firecrawl is a powerful Web Data API engineered for AI Agents, enabling them to access high-quality, clean web data at scale. It boasts industry-leading reliability, covering 96% of the web, including JavaScript-heavy pages, without proxy headaches. With a blazingly fast P95 latency of 3.4 seconds, Firecrawl transforms web content into LLM-friendly formats like clean Markdown, structured JSON, and screenshots, significantly optimizing AI application inputs. It automates complex tasks such as proxy rotation and rate limiting, and empowers AI Agents with advanced interactive capabilities like clicking, scrolling, and typing. An open-source solution, Firecrawl is essential for building robust, intelligent AI applications.
acpx is a headless CLI client developed by OpenClaw, designed for AI agents and orchestrators to communicate with coding agents via the structured Agent Client Protocol (ACP), eliminating the need for traditional PTY scraping. It supports various ACP-compatible agents like OpenClaw ACP, Pi, Codex, and Claude. The tool offers features such as persistent and named sessions, prompt queueing, cooperative cancellation, session controls, and structured agent output, aiming to streamline agent-to-agent command-line interactions for enhanced stability and efficiency, and to support complex automation workflows.
Agent Teams is a desktop application serving as an orchestration layer for AI agent teams across Claude, Codex, and over 75+ other LLM providers. It enables users to assemble agent teams with defined roles that operate autonomously in parallel, communicating, creating, managing, and reviewing tasks among themselves. Positioned as a CTO's tool, users oversee progress via a kanban board while agents handle execution details. Key features include cross-team communication, flexible autonomy levels, a built-in code editor, detailed session analysis, and an integrated code review workflow to enhance development collaboration.
The "Maths, CS & AI Compendium" is an open, unconventional textbook designed for curious practitioners seeking a deep understanding of mathematics, computing, and artificial intelligence from the ground up, rather than just passing exams or interviews. It prioritizes intuition, real-world context, and clear explanations, avoiding dense notation. The project also includes an MCP Server, allowing AI assistants like Claude Code, Cursor, and VS Code to utilize the compendium as a knowledge base for educational purposes and example implementations. It covers a broad range of topics from fundamental concepts to advanced areas such as machine learning and AI inference.
Anything Analyzer is an all-scenario intelligent traffic capture and analysis tool designed to intercept network traffic from diverse sources including web pages, desktop applications, command-line tools, scripts, mobile apps, and IoT devices. It consolidates all requests into a unified session via an embedded browser or MITM proxy. Leveraging a two-phase AI analysis engine, it provides reports in five modes: automatic identification, API reverse engineering, security auditing, performance analysis, and JS encryption reverse engineering. The tool also supports JS Hook injection, cryptographic code extraction, and integrates with the MCP ecosystem, serving as a traffic interception tool for AI Agents to automatically analyze and comprehend network protocols.
Chat2DB, developed by CodePhiliaX, is an intelligent database tool and versatile SQL client. Deeply integrating AI technology, it offers AI-driven intelligent SQL generation and smart data reporting, significantly boosting data development and analysis efficiency. Featuring an intuitive GUI, Chat2DB broadly supports over 16 mainstream databases like MySQL, Oracle, and PostgreSQL, with a roadmap to 100+ types. Its core functionalities include comprehensive database management, data structure synchronization, data migration, import/export, and code generation, providing an efficient, all-in-one solution for database operations, report generation, and data governance.
Kiro, by Amazon, is an innovative AI Agent-driven Integrated Development Environment (IDE) and Command-Line Interface (CLI) designed to streamline the entire development lifecycle, from prototype to production. It empowers developers with AI-powered features such as structured specifications (Specs), intelligent automation Hooks, and natural language coding assistance. Kiro deeply understands your codebase, translating natural language prompts into detailed implementation plans. It supports spec-driven development, offers project context awareness, extensible Agent Powers, and connects external tools via the Model Context Protocol (MCP). Kiro helps teams enhance development efficiency, automate repetitive tasks, and ensures enterprise-grade code security and privacy, integrating seamlessly into existing workflows.
Lossless Claw, developed by Martian Engineering, is a revolutionary Lossless Context Management (LCM) plugin for OpenClaw. It replaces traditional sliding-window truncation with an innovative Directed Acyclic Graph (DAG) summarization system. The plugin permanently stores every message in a SQLite database and intelligently uses LLMs to summarize and condense older messages into hierarchical summaries. For each interaction, Lossless Claw seamlessly assembles a complete context by combining recent messages with refined historical summaries, ensuring AI agents "never forget" even in extended conversations. It also equips agents with powerful tools like `lcm_grep` and `lcm_describe` for precise searching and recalling of historical details, significantly enhancing memory depth and conversational coherence.
Symphony by OpenAI is a forward-thinking AI Agent product designed to revolutionize enterprise project workflow management. It intelligently deconstructs complex projects into isolated, highly autonomous implementation runs. Through robust AI agent orchestration, Symphony enables AI agents to independently handle tasks ranging from requirement analysis and planning to code generation and deployment. This empowers human teams to shift their focus from supervising granular coding details to higher-level project strategy, business objectives, and outcome validation. Symphony significantly enhances project efficiency, accelerates time-to-market, and optimizes human resource allocation. Currently, Symphony is available as an engineering preview for testing in trusted environments.
Babel is a community-driven, open-source JavaScript compiler designed to translate the latest ECMAScript standards into backward-compatible versions. This allows next-generation JavaScript code to run seamlessly in older browsers and environments. With a highly extensible plugin and preset architecture, Babel serves as a foundational tool in modern web development pipelines.
Andrej Karpathy Skills is a lightweight behavioral instruction tool designed to improve AI coding agents like Claude Code and Cursor. Derived from Andrej Karpathy's observations on LLM coding pitfalls, it operates as a single CLAUDE.md file or plugin. It works by applying four strict principles: Think Before Coding, Simplicity First, Surgical Changes, and Goal-Driven Execution. By preventing the AI from making silent assumptions, overcomplicating APIs, and editing unrelated files, it forces the agent to ask clarifying questions, write minimal code, and loop autonomously until verifiable success criteria are explicitly met.
Gemini Watermark Remover is an open-source tool designed for lossless removal of Gemini watermarks from AI-generated images. Instead of using unpredictable AI inpainting, it employs a mathematically exact 'Reverse Alpha Blending' algorithm built with pure JavaScript. The engine reconstructs precise Alpha maps to restore original pixels with zero loss, ensuring high-fidelity and reproducible results. It supports local processing, automatic watermark detection, and offers flexible usage as an online tool, userscript, CLI, and OpenClaw Skill across multiple platforms.
OpenSpec by Fission-AI is a lightweight specification framework designed to address the unpredictable output of AI coding assistants when requirements reside only in chat history. It introduces an artifact-guided workflow that enables human and AI alignment on specifications before any code is written. Users initiate an iterative process with commands like `/opsx:propose`, creating dedicated folders for each change encompassing proposals, specs, design, and task lists, ensuring fluid, organized, and scalable development. It integrates with over 20 AI assistants and various development tools, suitable for projects ranging from personal to enterprise-level.
daily_stock_analysis, developed by ZhuLinsen, is an intelligent stock analysis system powered by large AI models. It automatically analyzes selected A-share, Hong Kong, and US stocks daily, generating a 'Decision Dashboard' with core conclusions, ratings, buy/sell points, risk alerts, and action checklists. The system supports automated delivery of analysis reports via multiple channels including WeChat Work, Feishu, Telegram, Discord, Slack, and email. It integrates multi-dimensional analysis (technical, real-time quotes, chip distribution, news sentiment), supports global markets, and incorporates various built-in market strategies (e.g., moving averages, 'Chan Lun', Elliott Wave). Users can also utilize a web-based workbench for manual analysis, configuration management, historical report viewing, backtesting, and AI Agent-powered strategy inquiries.
Desktop CC GUI is an open-source, next-generation VibeCoding editor designed for professional developers, serving as an alternative to Cursor with a focus on developer experience. It integrates multiple AI coding engines like Claude Code and Codex, offers professional development panels (chat canvas, built-in terminal, Git panel, Kanban, planning), an AI memory system (project memory, skills, prompt library), and MCP protocol support. It provides a cross-platform native experience on macOS, Windows, and Linux, emphasizing transparency and development efficiency.
Candle is a minimalist machine learning framework for Rust, developed by Hugging Face, with a strong focus on performance (including GPU support) and ease of use. It enables serverless inference by deploying lightweight binaries, eliminating Python overhead and accelerating instance creation on clusters. Candle supports a wide array of state-of-the-art ML models, including large language models, computer vision, and audio processing, and offers WebAssembly compatibility for browser-based execution.
TensorZero is an open-source LLMOps platform that unifies LLM Gateway, Observability, Evaluation, Optimization, and Experimentation. It offers a high-performance, unified API (<1ms p99 latency) to access all major LLM providers, supporting multimodal inference, caching, and prompt templating. The platform enables robust operations, data storage, metric monitoring, automated prompt/model optimization, and A/B testing via its UI and programmatic interfaces, accelerating efficient LLM application development and deployment.
Google Cloud Client Libraries for Go (google-cloud-go) offers a collection of Go packages designed to help Go developers interact with various Google Cloud Platform (GCP) services idiomatically and efficiently. These libraries adhere to Go language conventions, simplifying integration with GCP APIs and reducing boilerplate code. It supports the latest Go versions and provides flexible authentication mechanisms, including automatic Application Default Credentials (ADC) and explicit credential configuration, enabling seamless deployment and execution of Go applications across different environments. The project is actively maintained and encourages community contributions.
AgentScope is a production-ready multi-agent framework designed to simplify the development of LLM-powered applications. It provides high-level abstractions for agent communication, memory management, and tool usage. Rather than using restrictive prompts, AgentScope leverages the inherent reasoning and tool-use capabilities of LLMs. Key features include Real-time Voice, Human-in-the-loop steering, Agentic RL for model tuning, and support for MCP and A2A protocols. It is engineered for scalability, supporting local, serverless, and K8s deployments with integrated OTel monitoring for enterprise-grade observability.
"free-llm-api-resources" is an open-source GitHub project curated by cheahjs that compiles a comprehensive list of large language model (LLM) API resources offering free access or trial credits. It details various service providers like OpenRouter, Google AI Studio, and NVIDIA NIM, along with their supported LLM models, API limits (e.g., request rates, token caps), and usage policies. The project strictly includes legitimate services and explicitly excludes reverse-engineered or non-legitimate resources, advocating for responsible use to preserve these valuable free offerings.
Claude How To by luongnv89 is a structured, visual, and example-driven guide designed to help users master Claude Code's features efficiently. It offers 10 tutorial modules, copy-paste configuration templates, Mermaid diagrams, and a guided learning path. The guide transforms users from basic Claude Code interactions to orchestrating advanced agents, hooks, skills, and MCP servers, addressing the gap in official documentation regarding practical guidance and a clear learning roadmap.
The Vercel AI SDK is an open-source TypeScript framework designed for building rich AI-powered user interfaces. It simplifies streaming text responses, structured data generation, and Generative UI development. By offering a unified API, it supports seamless integration with leading LLMs like OpenAI, Anthropic, and Gemini, while deeply integrating with web frameworks like React and Next.js.
AbletonMCP integrates Ableton Live with Claude AI via the Model Context Protocol (MCP), enabling Claude to directly interact with and control Ableton Live. This integration facilitates AI-assisted music production, track creation, and Live session manipulation. It supports two-way communication, allowing AI to create and modify tracks, load instruments and effects, create MIDI clips, and control playback and session parameters, significantly enhancing the automation and intelligence in music creation.
prompts.chat is the world's largest open-source AI prompt library, offering a curated collection of prompt examples for various AI chat models like ChatGPT, Claude, Gemini, and more. It provides an online platform for browsing and contributing prompts, along with interactive learning resources for prompt engineering and a game-based adventure for kids. The platform also supports self-hosting and various integrations including a CLI and Claude Code Plugin.
awesome-mcp-servers, curated by punkpeye, is a comprehensive list and web directory of Model Context Protocol (MCP) servers. MCP is an open protocol that allows AI models to securely interact with local and remote resources through standardized server implementations. This product features a wide array of production-ready and experimental MCP servers that extend AI capabilities via file access, database connections, API integrations, and other contextual services. It categorizes servers by function (e.g., aggregators, databases, file systems, automation tools) and provides details on programming languages, scope (cloud or local), and supported operating systems, helping users discover and select appropriate AI agent services.
Blinko is an open-source, AI-powered card note-taking tool designed for capturing fleeting thoughts. It features AI-driven RAG (Retrieval-Augmented Generation) for natural language note retrieval. Focused on data ownership, it supports self-hosting for complete privacy. Built with a lightweight Tauri architecture, it offers high performance and Markdown support across web, desktop, and mobile platforms.
Jina AI Reader is a tool developed by Jina AI to optimize input for Large Language Models (LLMs). It offers two core functions: the 'Read' feature converts any URL into an LLM-friendly text format, while the 'Search' feature performs web searches and transforms the top 5 search results into an LLM-compatible format. Reader aims to address the challenges of traditional web scraping for LLM input, providing a free, stable, and scalable API service. It supports processing complex content like PDFs, images, and Single Page Applications (SPAs), with fine-grained control via request headers.
Promptfoo is a CLI and library designed for evaluating and red-teaming Large Language Model (LLM) applications. It helps developers build secure and reliable AI apps, moving beyond trial-and-error. It offers automated evaluations, vulnerability scanning, side-by-side model comparison, and CI/CD integration. A key feature is its ability to run evaluations 100% locally, ensuring privacy. It is developer-first, flexible, battle-tested, and provides data-driven insights.
Ragas, an open-source Python library developed by vibrantlabsai, is a comprehensive toolkit for evaluating and optimizing Large Language Model (LLM) applications. It aims to replace subjective and time-consuming assessments with data-driven, efficient evaluation workflows by offering objective metrics (both LLM-based and traditional), intelligent test data generation, and actionable insights. Ragas can automatically create diverse test datasets, seamlessly integrates with popular LLM frameworks like LangChain and major observability tools, and facilitates building feedback loops to continuously improve LLM apps using production data.
Gentle-AI is an ecosystem configurator for AI coding agents, not just an installer. It supercharges existing AI coding agents with persistent memory, Spec-Driven Development (SDD) workflows, curated coding skills, MCP servers, an AI provider switcher, a teaching-oriented persona with security-first permissions, and per-phase model assignment. It enhances up to 12 major AI coding agents, allowing different models for each SDD step, significantly boosting AI agent utility and efficiency.
Gotenberg is a Docker-based API for robust document-to-PDF conversion. It simplifies the process by handling complexities like Chromium and LibreOffice integration, allowing users to convert HTML, URLs, Markdown, and over 100 Office formats to PDF. It supports advanced PDF manipulation such as merging, splitting, rotating, watermarking, and encryption via simple HTTP requests, trusted in production by thousands of companies and notable open-source projects.
"system-prompts-and-models-of-ai-tools" is an actively maintained open-source GitHub repository by x1xhlol, curating and showcasing system prompts, internal tool definitions, and AI model configurations from over 30 prominent AI tools like Cursor and Devin AI. This project offers developers invaluable insights into how commercial AI agents operate under the hood, serving as a critical resource for understanding AI system behaviors and comparing different tools. It also highlights significant AI security concerns, warning AI startups about prompt exposure and injection risks, and recommending services like ZeroLeaks.ai for security audits. The repository has been actively collecting data since early 2025 and receives continuous updates.
Pixelle-Video by AIDC-AI is an AI-powered fully automated short video engine. Users simply input a topic, and it automatically handles scriptwriting, AI image/video generation, voiceover synthesis, background music addition, and video compilation. Built on a modular design and ComfyUI architecture, it supports flexible customization and integration of various AI models, enabling video creation with zero barriers and no editing experience.
System Prompts Leaks is an open-source project that collects and curates system prompts, system messages, and developer instructions extracted from various popular AI chatbots and coding assistants, including ChatGPT, Claude, Gemini, Grok, Perplexity, and Meta AI. The project is regularly updated to incorporate new models and versions, serving as a centralized resource for researchers, developers, and enthusiasts. It aims to provide insights into the underlying operational mechanisms and predefined behaviors of different AI models, allowing users to understand their personalities, functionalities, and response logic across various scenarios.
Claude HUD is a plugin designed for Claude Code, providing real-time session insights. It integrates with Claude Code's native statusline API to continuously display critical information below the input area, including context window usage, active tools, running agents and their progress, and todo completion. Leveraging native token data, it dynamically scales with the context window size, supports multi-language display, and offers extensive customization, helping users effectively monitor and manage their coding sessions.
HiClaw is an open-source collaborative multi-agent runtime platform built on a Manager-Workers architecture. It orchestrates various Agent containers, enabling controlled and auditable collaboration among humans and agents in enterprise environments. HiClaw provides full human visibility and intervention capabilities, leveraging an integrated Matrix protocol IM client, MinIO shared file system, and Higress AI Gateway for secure and efficient teamwork across multiple agent runtimes like OpenClaw, QwenPaw, and Hermes.
TradingAgents is a multi-agent Large Language Model (LLM) financial trading framework developed by TauricResearch. It simulates real-world trading firms by deploying specialized LLM-powered agents, including fundamental, sentiment, news, and technical analysts, alongside researchers, traders, risk management, and portfolio managers. These agents collaboratively assess market conditions and inform trading decisions through dynamic discussions. Built with LangGraph for flexibility and modularity, it supports various major LLM providers and features persistent decision logging and checkpoint resume, designed primarily for research purposes.
EasyClaw, developed by the OpenClaw Foundation / Community, is a platform-level general variant fundamentally designed to empower non-technical personnel. It features an innovative zero-code/low-code friendly encapsulation, coupled with highly abstract and simplified interfaces, significantly lowering the barrier to leveraging underlying technical capabilities. This enables business analysts, product managers, and even regular business users to effortlessly integrate, configure, and flexibly apply core technologies without writing complex code. EasyClaw's core value lies in accelerating rapid prototype development and automating business processes, facilitating the swift realization of innovative ideas. It empowers non-technical users to fully utilize platform resources for efficient operations and innovation, thereby enhancing overall organizational productivity and market responsiveness.
GitNexus is an innovative zero-server code intelligence engine designed to significantly enhance AI agents' code understanding and analysis capabilities. It indexes any codebase into a detailed knowledge graph, exposing deep structural information such as dependencies, call chains, module clusters, and execution flows. Leveraging its core local CLI and Multi-Protocol Communication (MCP) framework, GitNexus provides mainstream AI agents like Cursor, Claude Code, and Codex with an unparalleled architectural view and rich context, boosting their reliability and accuracy in code exploration, debugging, refactoring, and generation tasks. A convenient browser Web UI is also available for quick exploration, alongside enterprise SaaS and self-hosted deployment options.
AI Novel Writing Assistant is an AI-native open-source project designed for long-form novel creation. Moving beyond simple sentence completion, it acts as a comprehensive AI production system that guides users from a vague idea to a complete novel. It automatically constructs worldviews, characters, and plot structures, manages knowledge and settings via RAG, and maintains writing style and narrative consistency. Targeting beginner writers, the system leverages AI as a core orchestrator for planning, scheduling, and execution, focusing on completing entire novels. It is available as a Windows desktop application and an open-source monorepo for AI-native product and agent workflow research.
jcode is a next-generation coding agent harness designed to elevate development efficiency and skill ceilings. It is built for multi-session workflows, infinite customizability, and exceptional performance. jcode achieves a human-like memory system by embedding each turn/response as a semantic vector and efficiently querying a graph of memories. Its UI supports side panels, diagram rendering, and info widgets, operating with extreme performance and resource efficiency, optimizing RAM usage and responsiveness in multi-session scenarios.
OpenCloud is the core server backend service within the opencloud-eu ecosystem, developed in Golang. It handles user authentication via OpenID Connect, supporting external Identity Providers like Keycloak or an embedded LibreGraph Connect. A distinctive feature of OpenCloud is its lack of a traditional database, as all data is stored directly in the filesystem. As an open-source project, it fosters community contributions and offers flexible build and deployment options for its backend services.
Agent of Empires (AoE) is a session manager for AI coding agents on Linux and macOS, designed to simplify running multiple agents in parallel. It offers a Terminal User Interface (TUI) and a web dashboard, allowing each agent to operate in an isolated tmux session with optional Docker sandboxing. AoE addresses the complexity of managing several agents by providing status detection, Git worktree support, remote access, and a diff viewer, enhancing efficiency and manageability for AI-assisted development.
Claw Code by UltraWorkers is a leading open-source Rust implementation of a command-line interface (CLI) AI Agent framework. It provides a robust and efficient platform for developers to seamlessly interact with major AI models like Anthropic and OpenAI, enabling high-performance AI agent task orchestration directly from the command line. Rapidly gaining over 100,000 stars on GitHub, Claw Code demonstrates strong developer community recognition. It streamlines AI agent development and deployment with clear build, authentication, and usage workflows, featuring intuitive commands such as `claw doctor` and `claw prompt`, making it an ideal choice for building and testing AI-driven applications.
Ask Product Hunt AI is an AI assistant integrated into the Product Hunt platform, designed to enhance product discovery through natural language queries. It leverages Product Hunt's listings, launches, reviews, and discussion threads to answer product-related questions, helping users find relevant tools, compare alternatives, and identify trends without manual browsing. The assistant makes product discovery conversational, allowing users to ask questions in plain language, and it pulls context from Product Hunt data to return recommendations and comparisons.
The Agency (agency-agents) is an open-source project by msitarzewski, offering a collection of meticulously crafted AI agent personalities designed to optimize workflows as specialized AI experts. Each agent possesses deep domain expertise (e.g., frontend development, backend architecture, UX research, PPC strategy), a unique personality, defined processes, and measurable deliverables. Far from generic prompt templates, these are production-ready solutions that integrate seamlessly with various development tools like Claude Code, Gemini CLI, and OpenClaw, enabling users to efficiently automate tasks as if having a dedicated, always-on AI specialist team.
Video-subtitle-remover (VSR) is an open-source AI-powered tool designed to remove hardcoded subtitles from videos without losing resolution. It utilizes advanced inpainting algorithms like STTN, LAMA, and PROPAINTER to detect text and seamlessly fill the erased areas. It supports automatic full-video removal, custom coordinate targeting, batch image watermark removal, and multiple hardware accelerations.
OpenWolf acts as a 'second brain' for Claude Code, providing project intelligence, token tracking, and invisible enforcement through six hook scripts. It maintains a .wolf/ directory to index project files, store learned preferences, and track token usage. By giving Claude awareness of file contents before they are read, it reduces redundant reads and cuts token costs by up to 80%. Key features include a token ledger, bug memory, and automated design quality evaluation.
web-access is a high-performance browsing skill for AI Agents like Claude Code and Cursor. It empowers Agents with full browser automation via CDP Proxy, enabling interactions with dynamic sites using the user's local browser sessions and login states. Key features include intelligent tool selection (Search/Fetch/Jina/CDP), Shadow DOM traversal, and a 'Site Experience' system that persists operational knowledge across sessions. It also allows Agents to search local bookmarks and history to locate internal or previously visited resources.
CloudDM (open-cdm) is an open-source database management and collaboration platform by ClouGence. It provides a unified web console for managing diverse databases including MySQL, Oracle, and Redis. The tool features robust RBAC access control, automated SQL auditing, and data masking to ensure security. By supporting database CI/CD pipelines and integrating with enterprise collaboration tools like DingTalk and Feishu, it streamlines database change management and operations for modern development teams.
croc is a command-line tool designed for simple and secure file and folder transfers between any two computers. It uses a relay for connectivity and ensures end-to-end encryption through Password-Authenticated Key Exchange (PAKE). Key advantages include cross-platform compatibility, support for multiple files and folders, and the ability to resume interrupted transfers, all without requiring a local server or port forwarding. croc prioritizes IPv6 with IPv4 fallback and can work with proxies.
Agent of Empires (AoE) is a session manager for AI coding agents on Linux and macOS, offering both a terminal user interface (TUI) and a web dashboard accessible via any browser. It enables developers to run multiple AI agents in parallel across different codebase branches, each within an isolated session, with optional Docker sandboxing. AoE operates by creating a dedicated tmux session for each agent, ensuring persistent operation even if the application is closed or connections are lost. It streamlines multi-agent workflows by providing features like status detection, Git worktree integration, and remote access from various devices.
A comprehensive learning roadmap and resource curation for AI Agents. It guides users through 8 structured stages, from LLM basics to multi-agent orchestration. Featuring a dual-track approach—Track A for CLI power users and Track B for agent builders—it bridges the gap between theory and production. The project deeply explores the Claude Code ecosystem, including MCP, Skills, and computer use, supported by 145+ curated projects and 27 illustrative hands-on exercises.
WezTerm is a GPU-accelerated, cross-platform terminal emulator and multiplexer written in Rust. It leverages modern GPUs for text rendering, offering a smooth user experience and extensive customization. The tool integrates features such as tabs, panes, and multi-user session management, aiming to provide developers with a high-performance, feature-rich modern terminal environment.
Toxiproxy is a framework developed by Shopify for simulating network conditions. It acts as a TCP proxy, enabling developers to deterministically tamper with network connections in testing, CI, and development environments. It supports adding latency, limiting bandwidth, simulating connection drops, or timeouts. Through its HTTP API or various client libraries, applications can be configured to route connections via Toxiproxy, allowing controlled validation of application resilience and ensuring stability against network failures, thus preventing single points of failure.
Archon is the first open-source harness builder and workflow engine for AI coding, designed to make AI coding deterministic and repeatable. It allows developers to define their entire development processes—including planning, implementation, validation, code review, and PR creation—as YAML workflows. This ensures reliable and consistent execution across projects, preventing the randomness often seen in AI agent outputs. By encoding the development process with defined phases and validation gates, Archon provides a structured framework where AI intelligently fills in each step, akin to how Dockerfiles brought determinism to infrastructure or GitHub Actions to CI/CD.
Google AI Edge Gallery is a platform designed for mobile devices, offering high-performance on-device generative AI experiences. It allows users to run leading open-source Large Language Models (LLMs), including the newly supported Gemma 4 series, fully offline, privately, and at lightning speed. The app provides features such as Agent Skills, AI Chat with Thinking Mode, multimodal image recognition and audio transcription, a Prompt Lab, mobile action automation, and model management with benchmarking. It enables users to directly experience advanced AI reasoning and creative capabilities on their devices without sending data to a server.
PPT Master, developed by hugohe3, is an open-source AI tool that intelligently converts various document contents like PDF, DOCX, URLs, or Markdown into natively editable PPTX presentations. Operating locally via AI agents, it generates slides with real shapes, text boxes, and charts, rather than static images. The tool supports automatic page transitions, element animations, and can generate voice narration from speaker notes for video export, including personalized voice cloning. Its core value lies in ensuring high editability, local data processing, and transparent AI model usage costs.
AiPy is an AI Agent development framework meticulously crafted for the Chinese market, offering a localized and efficient alternative to OpenClaw. Built on Python and deeply optimized, it seamlessly aligns with the workflow and habits of Chinese developers. Its core strength lies in exceptional adaptation to native Chinese Large Language Models (LLMs), ensuring AI agents effectively understand and process Chinese contexts. AiPy also features seamless integration with mainstream domestic cloud platforms, significantly simplifying the building, deployment, and management of agent applications. It empowers developers to efficiently leverage China's unique AI ecosystem and cloud resources, accelerating AI innovation, especially for scenarios demanding localized AI infrastructure and data processing capabilities.
Agent Skills provides production-grade engineering skills for AI coding agents, developed by Addy Osmani. It packages senior engineers' workflows, quality gates, and best practices, enabling AI agents to consistently apply them across all phases of the software development lifecycle, from idea refinement to shipping. Each skill features detailed steps, verification criteria, and anti-rationalization tables, ensuring reliable and high-quality execution by agents, significantly enhancing the efficiency and accuracy of AI-assisted programming.
DeepTutor, developed by HKUDS, is an agent-native personalized intelligent tutoring platform. It integrates various AI agent modes like problem-solving, quiz generation, and deep research within a unified chat workspace. Key features include an AI Co-Writer for collaborative content creation, a Book Engine to transform materials into interactive "living books," and a Knowledge Hub for RAG-powered learning, all supported by persistent memory for evolving personalized guidance.
ZeroClaw is an innovative, high-performance re-design of the OpenClaw project by the open-source community, meticulously engineered with Rust. It targets ultimate system efficiency and resource optimization, leveraging Rust's compile-time performance and memory safety to deliver a significant leap over its predecessor. ZeroClaw's exceptional engineering is evident in its minimal resource footprint: boasting a startup time under 10 milliseconds, a binary size of just 3.4MB, and drastically lower memory consumption than the original Node.js version. This makes ZeroClaw an ideal solution for resource-sensitive applications, including servers with limited compute/storage and various embedded systems demanding stringent performance and stability, ensuring efficient, reliable, and resource-friendly operations.
xiaohongshu-mcp is a Model Context Protocol (MCP)-based tool that enables AI assistants to directly access and interact with Xiaohongshu platform data. It supports various functions like content publishing (images/text, videos), content search, fetching recommendation lists, retrieving post details (including interactions and comments), posting/replying to comments, and liking/favoriting posts. It offers multiple deployment options, including Docker, standalone binaries, and a browser plugin, with deep integration into the OpenClaw ecosystem.
OpenFang is an open-source Agent Operating System built from scratch in Rust, designed for truly autonomous agents, not just a chatbot framework. It enables agents to operate 24/7 on schedules, performing tasks like building knowledge graphs, monitoring, lead generation, and social media management, reporting results to a dashboard. The entire system compiles into a single, efficient ~32MB binary for easy deployment. Its core innovation, "Hands," are pre-built, self-operating capability packages.
nexu is an open-source desktop client that connects OpenClaw AI Agents to IM channels including WeChat, Feishu, Slack, and Discord. It provides a pure GUI experience, allowing users to deploy agents without CLI knowledge. With built-in support for OpenClaw and Feishu skills, it enables agents to be accessible 24/7 via mobile IM apps. It supports various LLMs through OAuth or BYO API keys, maintaining a local-first architecture to ensure data privacy for individuals and teams.
CocoIndex is an open-source incremental indexing framework designed to provide continuously fresh context for AI agents and LLM applications. It processes enterprise data sources like codebases, meeting notes, and Slack messages through an incremental sync engine, only reprocessing the changes (Δ). This ensures AI agents always have up-to-date and reliable information for effective reasoning, eliminating stale context issues.
"Skills" by Matt Pocock is a collection of advanced AI agent skills designed for "real engineering," moving beyond "vibe coding." These small, adaptable, and composable skills address common AI coding agent failures, including misalignment on requirements, verbose outputs, poor code quality, and architectural decay. Based on decades of engineering experience, they work with any model, enhancing development efficiency and code quality through features like grilling sessions for clarity, shared language integration, TDD/debugging loops, and architectural improvement routines.
ProgramBench is a benchmark developed by facebookresearch designed to evaluate the capability of Language Models (LLMs) to rebuild programs from scratch. It challenges AI agents to architect and implement a complete codebase that reproduces the original program's behavior, given only a compiled binary and its documentation. This tool is crucial for assessing LLMs' performance in reverse engineering and code generation tasks.
CutClaw, an innovative AI Agent by GVCLab, revolutionizes long-form video editing through intelligent music synchronization. It meticulously analyzes hours of video footage and background music for rhythm, beat, and mood. CutClaw then autonomously crops, organizes video segments, and applies transitions, perfectly aligning vast amounts of video content with music. This core capability generates professional-grade, fluid, and rhythmic video productions, significantly simplifying the time-consuming synchronization tasks inherent in traditional video editing. Ideal for content creators, event videographers, or anyone needing to transform lengthy raw footage into polished, engaging, music-synchronized videos efficiently, CutClaw dramatically enhances production efficiency and content quality.
notebooklm-skill is a specialized extension for local Claude Code that enables direct interaction with Google NotebookLM via Patchright browser automation. It solves high token costs and hallucination issues associated with local RAG by offloading document synthesis to Gemini. Claude queries your notebooks programmatically to retrieve source-grounded, citation-backed answers from documents, repos, and videos, allowing for a seamless transition from research to implementation within the CLI.
LiteRT-LM is Google's production-ready, high-performance, open-source inference framework for deploying Large Language Models (LLMs) efficiently on edge devices. It achieves peak performance through GPU and NPU accelerators and supports cross-platform deployment on Android, iOS, Web, Desktop, and IoT. The framework also offers multi-modality (vision and audio), tool use (function calling) capabilities, and broad compatibility with models like Gemma, Llama, and Phi-4. It powers on-device generative AI experiences in Google's Chrome, Chromebook Plus, and Pixel Watch.
Nanobot is an open-source, lightweight MCP host developed by the community, designed to simplify the creation of intelligent agents powered by the Model Context Protocol (MCP). It offers flexible deployment and seamless integration, enabling users to easily connect large language models like OpenAI and Anthropic with various MCP servers through intuitive configurations. Developers can swiftly build and manage AI agent applications supporting multi-modal interactions such as chat and voice. By providing a fully MCP-compliant platform, Nanobot significantly lowers the technical barrier for AI agent development, accelerating the innovation and deployment of sophisticated AI solutions.
VibeClaw, an innovative browser sandbox version of the OpenClaw project, is engineered to significantly lower the entry barrier for AI Agent adoption. It provides a lightweight, instant browser-based environment, enabling users to launch and experience powerful AI Agents within just one second, without any installation. This core feature eliminates the complexities of traditional software setup, allowing beginners, developers, and presenters alike to rapidly access AI Agent capabilities within the OpenClaw ecosystem at zero cost and zero waiting time. VibeClaw dramatically enhances the universality and accessibility of AI Agent technology, making it ideal for rapid prototyping, product demonstrations, educational experiences, and initial feature exploration.
OpenClaw is a leading open-source autonomous AI Agent platform, empowering individuals to deploy and run personalized AI assistants directly on their local devices. It seamlessly connects large language models with local file systems via integration with over 20 mainstream messaging applications like WhatsApp, Telegram, and Discord. The platform offers robust multimodal interaction capabilities, including Shell command execution, file management, web automation, voice dictation, and real-time canvas control. Designed for a fast, always-on, and highly customizable personal assistant experience, OpenClaw prioritizes user privacy through strict DM security policies. With over 336K GitHub stars, it stands as one of the largest AI Agent open-source projects, driving device intelligence and task automation.
Claude-Code-Game-Studios by Donchitos is an innovative AI Agent product that transforms Claude Code's capabilities into a highly organized virtual game development studio. It integrates 49 specialized AI agents and 72 refined workflow skills, automating and optimizing every stage of game development from concept generation to testing and deployment. A unique coordination system precisely simulates real studio hierarchies and collaboration, ensuring seamless AI agent synergy and efficient project management. This platform offers developers a comprehensive AI-driven solution to significantly enhance development efficiency, shorten cycles, and empower creators to focus purely on innovation.
Codex Pets is an experimental AI Agent system built on the OpenClaw framework. It personifies LLM capabilities into 'digital pets' with independent personalities, long-term memory, and autonomous behavior logic. Users interact with pets via natural language; these pets provide companionship and can autonomously invoke tools within the OpenClaw ecosystem to perform specific tasks based on feedback.
WrenAI is an open context layer for AI agents designed to bridge the gap between LLMs and complex business data. By utilizing the Modeling Definition Language (MDL), it defines entities, relationships, and metrics, providing AI agents with the semantic understanding needed for accurate data querying. Built on a high-performance Rust engine with Apache DataFusion, WrenAI supports over 20 data sources. It integrates seamlessly via Python SDK, WASM, or CLI, serving as a core infrastructure for building reliable data-driven AI agents.
RackPeek is a lightweight WebUI and CLI tool designed for documenting and managing home labs and small-scale IT infrastructure. It enables users to track hardware, services, networks, and their relationships in a scriptable, reusable way using open YAML formats. Built on the 'Documentation as Code' philosophy, it avoids enterprise bloat and proprietary lock-in. Key features include Ansible Inventory generation and a privacy-focused, telemetry-free architecture, making it ideal for self-hosted enthusiasts who prioritize simplicity and data ownership.
PlainApp is an open-source Android application that turns your phone into a self-hosted management hub accessible from any web browser on the same network. It operates 100% locally with no cloud dependencies or accounts, ensuring data sovereignty. Features include file management, SMS/call handling, screen mirroring, and built-in tools like Markdown notes and RSS readers. All connections are secured with TLS and XChaCha20-Poly1305 encryption, providing a privacy-first alternative to proprietary tools.
Career-Ops is an open-source, multi-agent job search command center that turns AI coding CLIs (like Claude Code and OpenCode) into personalized career pipelines. Rather than mass-applying, it evaluates job listings via a structured scoring system, scans job portals, and generates ATS-optimized PDF resumes and cover letters tailored to specific roles. It empowers job seekers to make highly informed decisions through automated batch processing and a Terminal UI dashboard.
ShareX is a free and open-source productivity tool that allows for screen capture, file sharing, and automated workflows. It supports various capture methods including scrolling capture and screen recording (GIF/Video). The tool stands out for its extensive customization, allowing users to automate tasks like OCR, watermarking, and uploading files to over 80 different hosting services (S3, Cloudflare R2, etc.). It is a powerful, ad-free utility designed for power users.
BMAD-METHOD is an open-source, AI-driven agile development framework designed for end-to-end software engineering. It features scale-domain-adaptive intelligence that adjusts planning depth based on project complexity, from bug fixes to enterprise systems. Utilizing 12+ specialized domain agents and 34+ structured workflows, it facilitates professional collaboration between users and AI. The system integrates seamlessly with AI IDEs like Claude Code and Cursor, offering a 'Party Mode' for multi-agent discussions and a comprehensive module ecosystem for game dev, testing, and creative intelligence.
MiniMind is an ultra-lightweight open-source project designed to democratize LLM training by enabling users to build models as small as 64M from scratch. Developed natively in PyTorch, it aligns with the Qwen3 architecture and supports the full training pipeline, including Pretraining, SFT, LoRA, RLHF, and Agentic RL (GRPO/CISPO). It provides a 'white-box' learning experience, allowing reproduction on consumer GPUs at minimal cost. The ecosystem includes multimodal variants and reasoning capabilities, making it ideal for edge deployment and educational research.
SingleFile is a powerful open-source web extension and CLI tool created by gildas-lormeau. It allows users to save a complete webpage—including all CSS, images, fonts, and frames—into a single, high-fidelity HTML file. Designed for researchers and digital archivists, it supports advanced features like auto-saving, batch processing, page annotation, and direct uploads to cloud storage like Google Drive and GitHub. SingleFile offers a highly reliable way to archive web pages for offline viewing without relying on external dependencies.
A2UI (Agent-to-User Interface) is an open-source standard and set of libraries from Google designed for generative AI agents to create rich, interactive UIs. It uses a declarative JSON format to describe UI intent, allowing agents to 'speak UI' safely without executing arbitrary code. The client application renders these descriptions using its native component library (Flutter, Lit, etc.). It emphasizes security, framework-agnostic portability, and is optimized for incremental updates by LLMs, making it ideal for dynamic data collection and adaptive agent workflows.
GenericAgent is a minimalist, self-evolving autonomous agent framework with only ~3K lines of core code. Utilizing 9 atomic tools and a ~100-line Agent Loop, it grants any LLM system-level control over local computers, covering browsers, terminals, filesystems, keyboard/mouse input, screen vision, and mobile devices. Its design philosophy is to evolve skills rather than pre-loading them, automatically crystallizing execution paths into reusable skills after each task, fostering a personal skill tree that grows with use, all while being highly token-efficient.
NanoClaw is a security-focused, containerized AI Agent solution built with the Anthropic Agent SDK, recognized as the industry's "Security Champion." As an enhanced version of OpenClaw, it was entirely rewritten in TypeScript, with its core code streamlined to approximately 500 lines to achieve an ultra-minimal attack surface. This design significantly reduces potential vulnerabilities and enhances auditability and transparency. NanoClaw provides a highly secure, easily deployable, and reliable AI Agent environment, ideally suited for critical applications in finance, healthcare, and government sectors with stringent data security and compliance requirements.
Crawlee is a web scraping and browser automation library developed by Apify, designed to help developers build reliable scrapers quickly. It mimics human browsing behavior to effectively bypass modern bot protections. The library provides a unified interface for both HTTP and headless browser (e.g., Playwright, Puppeteer) crawling. Key features include persistent request queues, pluggable data storage, automatic proxy rotation, and session management, with CLI support for rapid project bootstrapping and easy deployment to cloud platforms.
cc-connect, developed by chenhg5, is an open-source connector designed to seamlessly bridge local AI agents running on a user's machine with various popular messaging platforms. It acts as a conduit, enabling users to remotely control and access the capabilities of their local AI agents—such as code review, intelligent research, task automation, and data analysis—from any chat app on their phone, tablet, or other devices, anywhere, anytime. It works by exposing the local AI agent's functionalities to chat platforms, allowing interaction and management via chat commands. Version 1.3.0 introduced a user-friendly Web Admin UI for simplified project, provider, and session management.
👻 Ghostty is a fast, feature-rich, and cross-platform terminal emulator that uses platform-native UI and GPU acceleration.
HackBrowserData is an open-source CLI tool designed to decrypt and export data from a wide range of web browsers. It accesses local database files and utilizes system-level decryption mechanisms to retrieve passwords, cookies, history, and more. Supporting Chromium-based browsers (including v127+ with App-Bound Encryption), Firefox, and Safari across Windows, macOS, and Linux, it serves as a specialized utility for security researchers and forensic analysts.
free-code is a free, buildable fork of Anthropic's Claude Code CLI, a terminal-native AI coding agent. It offers a pure and unrestricted AI coding experience by stripping all telemetry, removing security-prompt guardrails, and unlocking 54 experimental features. Operating as a single binary with zero callbacks home, it supports multiple model providers including Anthropic, OpenAI, AWS Bedrock, Google Vertex AI, and Anthropic Foundry. Users can interact with it via an interactive REPL or one-shot mode, with flexible custom feature flag configurations.
Desktop Commander MCP is a versatile Model Context Protocol (MCP) server that integrates professional development tools into AI interfaces. It empowers AI to manage files, execute long-running terminal commands, and handle background processes. Key features include deep support for Excel/PDF/DOCX, in-memory code execution (Python, Node.js, R), and visual file previews. Built with security in mind, it offers Docker isolation and remote control capabilities, transforming standard AI interactions into a comprehensive, automated local development environment.
Kronos is the first open-source foundation model designed specifically for financial candlestick (K-line) sequences, trained on data from over 45 global exchanges. It utilizes a novel two-stage framework: a specialized tokenizer quantizes continuous, multi-dimensional K-line data into hierarchical discrete tokens, followed by pre-training a large autoregressive Transformer on these tokens. Kronos is built to handle the unique, high-noise characteristics of financial data, serving as a unified model for diverse quantitative tasks.
All API Hub is a comprehensive AI asset management browser extension. It provides a centralized platform to manage multiple AI proxy accounts compatible with architectures like New API and One API. Key features include a unified dashboard for balance/usage tracking, intelligent model price comparison, automated check-ins, and secure API key management. It allows seamless integration by exporting configurations to tools like CherryStudio. Prioritizing privacy, it stores all data locally and supports encrypted backups via WebDAV.
drawio-mcp is the official draw.io Model Context Protocol (MCP) server, designed to empower Large Language Models (LLMs) to efficiently generate and edit diagrams. It offers four flexible integration methods: the MCP App server enables inline interactive diagram previews within AI chat interfaces; the MCP Tool server allows direct opening and editing of diagrams in the draw.io editor; the Skill + CLI solution generates local `.drawio` files with multi-format export; and Project Instructions facilitate easy draw.io URL generation via Python. Featuring a powerful built-in shape search tool and a unified XML reference, drawio-mcp significantly enhances AI assistants' visual communication capabilities and streamlines diagram creation across diverse workflows.
The Agent Client Protocol (ACP) is an open protocol designed to standardize communication between code editors and generative AI coding agents. It defines a set of specifications, interfaces, and data structures, enabling various code editors to seamlessly interact with diverse AI coding agents for AI-driven code modification, generation, and refactoring. By providing a unified communication mechanism, ACP significantly enhances interoperability and ecosystem development for AI tools in development environments.
Ralph Orchestrator is a hat-based orchestration framework designed for autonomous AI agent task completion. Implementing the Ralph Wiggum technique, it keeps agents in an iterative loop until a task is finalized. It supports multiple backends (Claude Code, Gemini, etc.) and features specialized persona roles ('Hats'), backpressure gates for quality control (tests/linting), and a human-in-the-loop mechanism via Telegram. It includes a web dashboard and works as an MCP server.
cc-safe-setup is a security utility for Claude Code that installs 8 safety hooks to ensure safe autonomous operation. It acts as a checkpoint, intercepting dangerous commands like 'rm -rf /', preventing unauthorized pushes to main branches, and catching secret leaks before execution. Specifically designed to address AI agent regressions and the Opus 4.7 safety crisis, it provides defense-in-depth through process-level hooks, including syntax validation and context window monitoring, making it an essential guardrail for AI-driven development.
A production-ready orchestration system for Claude Code, featuring 185 specialized agents, 80 focused plugins, and 153 agent skills. It utilizes a granular architecture and progressive disclosure for optimal token efficiency. The ecosystem supports complex multi-agent workflows via orchestrators like Conductor and includes a rigorous quality framework, PluginEval. It enables intelligent automation across architecture, development, and infrastructure, also extending its 153 skills to Gemini CLI users.
Better Design is a collection of 31 open-source design systems built specifically for shadcn/ui. It provides highly polished, end-to-end themed component libraries replicating the visual aesthetics of top-tier companies like Apple, Linear, Stripe, and Vercel. Developers can integrate these themes seamlessly into their web projects using a single CLI command, which automatically handles dependencies, CSS variables, and global configurations. With roughly 89 meticulously crafted components per system, it offers a true plug-and-play experience for rapidly building beautiful, production-ready SaaS dashboards and web applications.
Zotero is a free and open-source reference management software designed to help researchers efficiently collect, organize, cite, and share various research sources. It offers one-click capture of web content via browser connectors and supports online synchronization and management of research materials. Users can perform in-depth organization on desktop clients (Windows, macOS, Linux), generate citations and bibliographies in various styles, and seamlessly integrate with major word processors like Microsoft Word, LibreOffice, and Google Docs. Its built-in PDF/EPUB reader provides powerful annotation capabilities, and a vibrant community plugin ecosystem significantly extends its functionality, making it an indispensable tool for academic research.
Hiring Agent is an open-source AI resume evaluation tool developed by HackerRank (Interviewstreet). It serves as an end-to-end resume-to-score pipeline that parses PDF resumes into Markdown and extracts structured data using local (Ollama) or hosted (Google Gemini) LLMs. The tool automatically enriches this data with the candidate's GitHub profile and top repository signals. Ultimately, it produces a fair, explainable evaluation report featuring category scores, evidence, bonus points, and deductions.
ezBookkeeping is a lightweight, self-hosted personal finance app focused on privacy and control. It features a responsive UI for mobile and desktop with PWA support, making it ideal for deployment on NAS or Raspberry Pi via Docker. Key features include multi-currency support, advanced data visualization, and comprehensive data import/export. Notably, it integrates with the AI ecosystem by supporting MCP (Model Context Protocol) and Agent Skills, enabling AI agents to perform tasks like receipt recognition and automated bookkeeping through specialized scripts and APIs.
OpenClaude, developed by Gitlawb, is an open-source command-line interface (CLI) coding agent designed to provide developers with a unified and powerful AI-assisted programming environment. It supports a vast array of cloud and local large language models, including OpenAI, Gemini, GitHub Models, DeepSeek, Ollama, and connects to over 200 models via OpenAI-compatible APIs. OpenClaude's core strength lies in its terminal-first workflow, integrating rich tool-driven coding capabilities like Bash execution, file I/O, grep, glob, and multi-step tool calling. It also features streaming responses, image input, configurable agent routing, and web search/fetching. With its robust agent capabilities, OpenClaude seamlessly integrates into CI/CD pipelines or custom applications, serving as an ideal bridge between diverse AI models and practical development workflows.
A cross-platform decryption and monitoring tool for WeChat 4.x local databases. It extracts SQLCipher 4 keys from process memory and enables real-time message tracking via WAL files. Notably, it includes a built-in MCP Server, allowing Claude and other AI Agents to query WeChat messages, contacts, and voice transcripts. Features include rich media parsing, local Whisper transcription, and advanced image decryption (V1/V2), making it a core utility for the AI Agent ecosystem.
ARIS is an autonomous research workflow tool for machine learning, operating as a skill-based framework for agents like Claude Code, OpenClaw, and Cursor. It utilizes a unique cross-model adversarial architecture (Executor vs. Reviewer) to automate the entire research lifecycle—from idea generation and coding to paper writing and rebuttal management. Features include a persistent Research Wiki, self-evolution capabilities, and a zero-dependency Markdown-driven skill system, enabling high-quality academic output with minimal human intervention.
Seerr is a free and open-source media request management platform that integrates seamlessly with Jellyfin, Plex, and Emby. It acts as a bridge between users and automated tools like Sonarr and Radarr, offering a user-friendly interface for requesting movies and shows. Key features include granular permissions, support for PostgreSQL and SQLite, customizable notifications, and a mobile-friendly design for managing requests on the go.
OpenMAIC is an open-source multi-agent interactive classroom platform developed by THU-MAIC. It leverages multi-agent orchestration to transform documents or topics into immersive learning experiences including slides, simulations, and quizzes. Featuring AI instructors and peers, it supports real-time discussion, whiteboard interaction, and TTS. Integrated with OpenClaw, it allows users to generate lessons directly via messaging apps like Feishu or Slack, offering a seamless PBL (Project-Based Learning) experience.
Kaku is a fast, out-of-the-box terminal emulator built for AI-assisted coding. As a customized fork of WezTerm, it offers a 40% smaller binary size and instant startup through aggressive optimization. It features a built-in AI assistant for error recovery and natural-language-to-command workflows. Kaku provides a zero-config experience with polished macOS defaults, theme-aware switching, and a curated shell suite, while remaining fully compatible with the WezTerm Lua API.
Oh My Zsh is an open-source, community-driven framework for managing Zsh configurations. Bundled with hundreds of powerful plugins and beautiful themes, it supercharges your terminal experience. By providing advanced auto-completion, Git integration, rich aliases, and highly customizable prompts, it transforms the standard command line into an efficient and personalized workspace. Easy to install and cross-platform compatible, it is a must-have productivity tool for developers.
UI-TARS-desktop is an open-source native desktop application developed by Bytedance, providing a powerful GUI Agent based on the UI-TARS multimodal model. It enables AI to perceive and interact with graphical user interfaces just like a human, supporting both local and remote computer/browser operations. Built on the Model Context Protocol (MCP), it integrates seamlessly with real-world tools. The app features a redesigned UI and leverages the UI-TARS-1.5 model for high-precision vision-based control and task automation.
An AST-based semantic code search tool powered by the high-performance CocoIndex Rust engine. It provides precise code retrieval by understanding code structure rather than text snippets, reducing token usage by 70%. It integrates seamlessly as a Skill or MCP server for agents like Claude Code and Cursor. Featuring zero-config setup and support for both local and cloud embeddings, it enables efficient semantic search within CLI and modern AI coding environments.
A public interest programming tutorial series for LLMs initiated by the SJTU research team. Originating from advanced NLP courses, it covers fine-tuning, prompt engineering, knowledge editing, safety alignment, multimodal models, and GUI Agents. It provides lecture notes and Jupyter scripts to help developers master the full LLM lifecycle, including localized development guides in collaboration with Huawei Ascend.
Fogsight is an open-source, LLM-powered AI agent and animation engine that transforms abstract concepts into vivid narrative animations. It automatically handles bilingual narration, visual element design, and dynamic transitions based on a simple topic input. With its innovative Language User Interface (LUI), users can easily fine-tune and iterate animation details through natural language dialogues. Supporting seamless local and Docker deployments, it is ideal for educators and content creators.
fireworks-tech-graph is a professional diagram generation tool that converts natural language descriptions into publication-ready SVG and PNG diagrams. Designed for the AI/Agent ecosystem, it supports 14 UML types and specialized domain patterns like RAG, Multi-Agent orchestration, and Mem0 architectures. It features 7 pre-encoded visual styles (e.g., Claude/OpenAI aesthetics, Blueprint, Glassmorphism) and provides high-fidelity 1920px PNG exports. As a Claude Code Skill, it enables developers to visualize complex systems instantly without manual drawing or DSL syntax.
Claude Code Guide by zebbern is a comprehensive, community-driven resource hub for Anthropic's Claude Code. It provides extensive documentation covering native installations, configurations, and advanced functionalities like MCP (Model Context Protocol) integrations, sub-agent orchestration, and automation tasks. Featuring a massive repository of over 954 Agent Skills, Mermaid templates, and third-party integrations (e.g., Discord, DeepSeek), it empowers developers to master AI-assisted coding workflows and seamlessly transition from beginners to power users.
Peekaboo is a macOS GUI automation tool that combines high-fidelity screen capture and AI analysis to execute natural language-driven agent flows. It operates as both a native CLI and an MCP server, offering pixel-accurate captures, direct accessibility element interactions, and seamless multi-provider AI integration.
MimiClaw, a specific implementation of OpenClaw, is an innovative ultra-low-cost hardware solution developed in C language. Designed for resource-constrained microcontrollers like ESP32, its core function is to efficiently port and deploy advanced AI Agent capabilities to IoT and edge computing devices. Leveraging lightweight and high-efficiency C implementation, MimiClaw significantly reduces hardware costs and energy consumption. This enables intelligent decision-making and autonomous interaction on embedded devices previously unable to support complex AI functions. It provides a solid foundation for distributed intelligence in smart homes, industrial automation, and smart sensor networks, driving ubiquitous AI on the edge by empowering devices with efficient, real-time local intelligence.
html2rss-web is a web-based interface for the html2rss ecosystem that transforms static website sources into RSS or JSON feeds. It simplifies feed configuration and management through a user-friendly UI, allowing users to extract content using CSS selectors. Designed with Docker-first deployment in mind, it provides a robust platform for monitoring websites without native RSS support, making it an essential tool for personalized information streams and automated data gathering.
One API is an open-source LLM management and distribution system that provides a unified access layer for dozens of AI models (OpenAI, Anthropic, Google Gemini, DeepSeek, etc.) using the standard OpenAI API format. It features high-performance load balancing, streaming support, comprehensive token/quota management, and flexible model mapping. With support for Docker deployment and multi-node scaling, it acts as a robust API gateway for developers to centralize and manage AI resource consumption efficiently.
Agent-Reach is a scaffolding tool designed to equip AI Agents (e.g., OpenClaw, Claude Code, Cursor) with comprehensive internet capabilities. By automating the installation of various open-source CLI tools and MCP servers, it enables agents to bypass expensive APIs and paywalls to search and read content from platforms like Twitter, YouTube, Reddit, and Xiaohongshu. It functions as a standardized bridge, providing a local environment where agents can independently invoke upstream tools. It features privacy-first local cookie storage and includes a diagnostic command to ensure all data channels are functional.
PhoneClaw is an Android-native AI automation application inspired by Claude Bot/Code, designed to empower your mobile personal assistant. It leverages built-in ClawScript (JavaScript-based) to dynamically generate and execute automation logic directly on your device, enabling multi-step app workflows via a rootless Accessibility service. Its core innovation lies in vision-assisted UI targeting (magicClicker) and screen information scraping (magicScraper). These features eliminate the need for hardcoded coordinates, allowing intelligent interaction with UI elements and ensuring automations are highly adaptive across diverse device layouts and language settings, creating efficient and flexible AI mobile agents.
Edict is an OpenClaw-based multi-agent collaboration architecture inspired by the ancient Chinese 'Three Departments and Six Ministries' system. It utilizes 12 specialized agents with strict role-based authorization. Unlike traditional frameworks, Edict features a mandatory institutional review mechanism that can reject unqualified outputs, preventing errors from executing. It includes a real-time Kanban dashboard providing full observability, allowing users to manually intervene in tasks, hot-switch LLM models, and review complete audit logs to eliminate the black-box nature of AI workflows.
Open CoDesign is an open-source, local-first desktop application that serves as an alternative to Claude Design and v0. Built with Electron, it enables users to transform prompts into polished prototypes, slide decks, and web artifacts using their own AI models (Claude, GPT, Gemini, Ollama, etc.). It features an agentic workflow that plans, codes, and self-checks designs locally, offering high privacy, multi-model compatibility, and editable exports like HTML and PPTX without platform lock-in.
Cross-Code Organizer (CCO) is a universal dashboard for managing AI coding tool configurations like Claude Code and Codex CLI. It provides visibility into hidden config files, memories, and MCP servers across different harnesses. Key functions include an MCP security scanner to detect tool poisoning, context budget tracking for token optimization, and cross-project configuration migration. It allows developers to deduplicate memories, manage MCP servers per-project, and reclaim context windows through a zero-telemetry, local-first interface.
TrendRadar is a lightweight, open-source hotspot assistant designed for rapid deployment. It aggregates real-time news via RSS and APIs, using AI for intelligent filtering based on natural language interests, automated translation, and trend summarization. It supports one-click notifications to over 9 platforms, including WeChat, Lark, and Telegram. With deep MCP (Model Context Protocol) integration, it enables AI agents to access and analyze live news data seamlessly, offering a professional HTML reporting interface and cross-platform notification adaptations.
9Router is a specialized AI router and token saver for coding agents like OpenClaw and Claude Code. Featuring the RTK Token Saver, it auto-compresses tool results to reduce token usage by 20-40%. It implements a smart three-tier fallback system: prioritizing subscriptions, moving to cheap APIs, and finally to free models. 9Router also provides seamless protocol translation between OpenAI and Claude, multi-account round-robin, and real-time quota tracking, ensuring an uninterrupted and cost-effective AI-powered development experience.
Claude Code Harness is a disciplined delivery loop for AI coding agents like Claude Code, offering bounded paths for Codex and OpenCode. It transforms raw agent work into a repeatable operating path: Spec, Plan, Work, Review, and Release. Harness uses a source-of-truth loop via 5 verb skills. It drafts specific contracts for user approval, implements only the approved slice with TDD via '/harness-work', and ensures independent verification. Its Go-native core prevents plan drifting, enforcing structured task execution and evidence packaging.
Spring AI Alibaba is a production-ready framework for building Agentic, Workflow, and Multi-agent applications. It features an Agent Framework with built-in context engineering, a Graph-based runtime for stateful orchestration, and a visualized Admin platform for development and evaluation. Supporting multi-agent patterns, multimodal interactions, and real-time voice agents, it integrates seamlessly with the Spring ecosystem. With A2A support via Nacos and MCP compatibility, it enables efficient distributed coordination and tool management for enterprise-level AI solutions.
CLI-Anything is a pioneering platform dedicated to seamlessly transforming any traditional software into "agent-native" tools, enabling direct and efficient control by AI Agents. By building flexible Command Line Interfaces (CLIs), it effectively bridges the gap between AI and the vast global software ecosystem, empowering agents like Pi, OpenClaw, and Claude Code to autonomously operate diverse applications. The central CLI-Hub offers a unified mechanism for discovering, installing, and managing community-contributed CLI harnesses across productivity, development, creativity, and gaming. With rigorous testing, multi-source installation support, and JSON/human-readable output, CLI-Anything empowers AI Agents to automate complex workflows and produce rich, real-world outcomes.
ccstatusline is a highly customizable status line formatter for the Claude Code CLI. It provides real-time terminal visualizations for AI model metrics, token usage (session and weekly), deep Git integration (branches, PR/MR status, diffs), context window utilization, and inference speeds. With an interactive TUI for configuration, Powerline theme support, and Nerd Font icons, it enhances the developer experience and situational awareness when working with Anthropic's AI coding agent.
MiniCPM-V is a series of multimodal LLMs optimized for ultra-efficient edge-device deployment. Developed by OpenBMB, it excels in image and video understanding using intra-ViT early compression and LLaVA-UHD v4 technology, reducing visual encoding costs by over 50%. With only 1.3B parameters, MiniCPM-V 4.6 outperforms larger models while maintaining high token throughput. It supports seamless deployment across iOS, Android, and HarmonyOS, enabling real-time multimodal interaction on mobile platforms.
html-ppt-skill is a world-class AgentSkill designed for crafting professional HTML presentations. It offers an extensive suite of resources including 36 themes, 15 full-deck templates, 31 page layouts, and 47 dynamic animations. A standout feature is its innovative presenter mode, providing pixel-perfect previews, speaker scripts, and a timer. All generated presentations are pure static HTML/CSS/JS, requiring no build step. Integrated with AI Agents, it empowers users to effortlessly create high-quality, visually rich presentation content.
ytDownloader is a modern, open-source GUI client for downloading audio and video. Built with Electron, yt-dlp, and FFmpeg, it supports hundreds of sites like YouTube and TikTok. It features fast download speeds, a hardware-accelerated video compressor, and advanced options including playlists, range selection, and subtitle extraction. It is completely ad-free and available on Windows, macOS, and Linux.
OpenUI is a full-stack Generative UI framework designed as the open standard for model-generated user interfaces. It features a compact, streaming-first language (OpenUI Lang), a React runtime with built-in component libraries, and ready-to-use chat interfaces. It boasts up to 67% better token efficiency than JSON, enabling models to generate and progressively render structured UI from components. Key benefits include high efficiency, component-driven prompt generation, and controlled rendering.
Eino is CloudWeGo's LLM application development framework in Go, inspired by LangChain and Google ADK. It provides reusable LLM-related components, an Agent Development Kit (ADK) for building multi-agent coordination and tool use, and powerful orchestration capabilities to connect components into complex workflows. The framework supports stream processing, callback mechanisms, and human-in-the-loop interrupt/resume functionality, aiming to help developers quickly build enterprise-grade LLM applications.
Agent S, developed by Simular AI, is an open-source framework enabling autonomous computer interaction via an Agent-Computer Interface (ACI). By pairing major LLMs with visual grounding models like UI-TARS, it translates natural language into precise mouse and keyboard actions. The latest Agent S3 features a local coding environment for Python/Bash execution and Behavior Best-of-N mechanisms. It demonstrates strong zero-shot generalization across platforms and is the first GUI agent to surpass human-level performance (72.60%) on the OSWorld benchmark.
AionUi, developed by iOfficeAI, is a free, open-source, cross-platform desktop application that unifies various command-line AI tools (such as Gemini CLI, Claude Code, and others) into a single, intuitive graphical user interface. It functions as a "Cowork" platform where AI agents operate alongside users on their computers, facilitating autonomous task execution, file operations, web browsing, and 24/7 automation. AionUi features multi-session chat with independent context, local data storage, comprehensive multi-model support (including local models), multi-agent capabilities, smart file management, AI image generation, and remote access via WebUI and popular messaging applications.
The official Lark/Feishu CLI tool, built for humans and AI Agents. It features an Agent-Native design with 24 structured skills and 200+ commands covering 17 business domains like Messenger, Docs, and Base. Optimized for AI integration, it provides concise parameters and structured outputs to maximize Agent call success rates. The tool employs a three-layer architecture (Shortcuts, API Commands, Raw API) and includes secure OS-native credential storage and easy multi-user authentication.
This is an unofficial Chinese localized guide for Claude Code, forked and rewritten from the upstream project 'luongnv89/claude-howto'. It aims to help Chinese users progress from basic operations to mastering advanced Claude Code features, such as the combined use of slash commands, memory, skills, hooks, MCP, subagents, and plugins. The guide rephrases explanations, addresses common obstacles for Chinese users, and preserves key executable identifiers to ensure compatibility, providing a practical learning path for Claude Code.
Pi Monorepo by badlogic is an integrated toolkit that serves as a backbone for the OpenClaw ecosystem, focused on building AI agents and managing Large Language Model (LLM) deployments. It functions as a minimalist terminal coding harness, providing a unified multi-provider LLM API, an agent runtime with tool calling and state management, an interactive coding agent CLI, a Slack bot, and a CLI for managing vLLM deployments on GPU pods. The project emphasizes its extensibility, allowing users to customize workflows with TypeScript extensions, skills, prompt templates, and themes, and encourages sharing open-source coding agent session data to continuously improve agent performance.
OpenWhip is a desktop utility developed by GitFrog1111, humorously designed to "whip" AI coding assistants like Claude into shape, aiming to speed up their responses. When AI processes are slow, users can activate a virtual whip via a system tray icon, which sends a keyboard interrupt signal (Ctrl-C) to halt the current AI operation, accompanied by a randomized encouraging message. It offers a quick AI interruption mechanism while adding an element of fun to user interaction.
gstack is an open-source software factory developed by Garry Tan, President & CEO of Y Combinator, leveraging the OpenClaw ecosystem. It transforms Claude Code into a virtual engineering team, offering 23 specialist roles and 8 powerful tools accessible via slash commands. Designed to streamline the entire software development lifecycle—from ideation and planning to building, reviewing, testing, and shipping—gstack significantly boosts individual developer productivity. It supports integration with various AI coding agents, making it an essential tool for technical founders, new AI users, and tech leads aiming for rapid, high-quality product delivery.
ChinaTextbook by TapXWorld is an open-source educational resource project aimed at centralizing and freely distributing PDF textbooks for Chinese compulsory education and university mathematics. It seeks to promote educational equity, bridge educational disparities, and support overseas Chinese children in learning about domestic education. Hosted on GitHub, it also provides tools for merging large, split PDF files.
nature-skills is a growing collection of Claude skills designed to produce academic work at *Nature*-journal standard. It currently covers workflows for generating scientific figures, polishing manuscript prose, preparing data availability statements, and transforming papers into presentations. The core philosophy dictates that all skill rules are derived from primary sources, such as published *Nature* papers, journal author guidelines, and structured writing curricula, ensuring the professionalism and accuracy of the output. These skills assist users in completing high-quality academic publishing tasks via predefined trigger keywords.
Khazix Skills is an open-source collection of AI skills and prompts developed by 'Digital Life Khazix' to enhance the utility and efficiency of AI agents. It includes structured skill instruction sets, compliant with the Agent Skills open standard, readily loadable by agents such as Claude Code, Codex, and OpenClaw. Additionally, it offers copy-paste prompts compatible with leading conversational models like ChatGPT, Claude, and Gemini. The collection provides practical functionalities such as automated document synchronization, in-depth research report generation, personalized writing styles, and AI hot news inquiry.
deepclaude is a backend adapter for the Claude Code CLI that redirects its autonomous agent loop to cost-effective models like DeepSeek V4 Pro. It preserves core features such as file editing, terminal execution, and subagent spawning while reducing costs by 17x through DeepSeek's automatic context caching. The tool supports mid-session backend switching via slash commands, remote control via web browsers, and real-time cost tracking, offering a high-performance yet affordable extension to the autonomous coding ecosystem.
MiniCC is an educational AI Agent project designed to help developers understand and replicate the architecture of Claude Code through hands-on Python implementation. It distills complex Rust-based SOTA harness engineering into 19 progressive tutorials and 13 core modules. Covering essential concepts like agentic loops, permission systems, and auto-compaction, it enables users to build a functional, Claude Code-inspired AI Agent from scratch.
Agent Council is a consensus-gathering skill for AI CLIs like Claude Code and Codex CLI. Inspired by Karpathy's LLM Council, it orchestrates multiple locally installed AI agents to provide independent perspectives, which are then synthesized by a 'Chairman' agent. By utilizing existing CLI subscriptions instead of direct API calls, it avoids additional costs. It supports a structured 3-stage workflow—gathering, collection, and synthesis—with parallel execution for high efficiency.
Dexter is an autonomous financial research agent that thinks, plans, and learns. It decomposes complex queries into structured tasks, executes them using real-time market data, and employs self-reflection to validate results. Built with Bun and supporting multiple LLMs, it provides data-backed financial insights with integrated safety features.
App Ideas is a popular open-source collection of application project ideas designed to help developers overcome "writer's block" and improve their coding skills. The repository organizes projects into three difficulty tiers: Beginner, Intermediate, and Advanced. Each project includes clear objectives, actionable user stories, and optional bonus features for extra challenges. It is tech-stack agnostic, allowing developers to experiment freely with new technologies and frameworks. This repository serves as an excellent resource for building a portfolio, testing new tools, and practicing real-world software development through hands-on learning.
VoxCPM is a tokenizer-free Text-to-Speech system that directly generates continuous speech representations via an end-to-end diffusion autoregressive architecture, achieving highly natural and expressive synthesis. VoxCPM2, the latest 2B parameter model, is trained on over 2 million hours of multilingual speech data, supporting 30 languages, Voice Design, Controllable Voice Cloning, and 48kHz studio-quality audio output with built-in super-resolution.
oh-my-pi (omp) is a highly capable, open-source AI coding agent featuring deep IDE integration, built primarily in Rust. Forked from Mario Zechner's Pi, it bridges the gap between LLMs and local environments. It stands out by providing persistent Python and Bun tool-calling kernels, native Language Server Protocol (LSP) integration for exact refactoring, and real DAP debugger attachment (lldb, dlv, debugpy). Additionally, omp introduces 'Hashline' for precise edits, time-traveling stream rules for instant course-correction, and first-class subagent orchestration. Operating natively across macOS, Linux, and Windows, it serves as a comprehensive, out-of-the-box coding assistant.
abtop is a terminal user interface (TUI) tool designed for monitoring AI coding agents like Claude Code and Codex CLI. It provides real-time insights into agent sessions, displaying metrics such as token usage, context window percentage, rate limits, child processes, and open ports. It discovers sessions from local process and file states, supports multiple active profiles, and operates in a read-only manner without requiring API keys or authentication.
awesome-llm-apps by Shubhamsaboo is a curated repository offering over 100 runnable AI Agent and RAG application templates. It serves as a practical cookbook of ready-to-use code, enabling developers to quickly clone, customize, and deploy production-grade LLM applications. It covers modern AI stacks like AI Agents, multi-agent teams, RAG, voice agents, agent skills, and fine-tuning. Each template is self-contained, original, end-to-end tested, supports various LLMs (Claude, Gemini, OpenAI, Llama, etc.), and comes with free step-by-step tutorials.
Voicebox is a local-first, open-source AI voice studio by jamiepine, offering a private alternative to ElevenLabs and WisprFlow. It features high-fidelity voice cloning, speech generation across 23 languages via 7 different engines (like Qwen3-TTS and Kokoro), and global dictation via STT. With its native MCP server, it enables AI agents such as Claude and Cursor to speak using custom-cloned voices, ensuring all voice data and models remain securely on the user's local machine.
social-auto-upload is a powerful automation tool designed to help content creators and operators efficiently publish video and graphic content with one click to multiple domestic and international mainstream social media platforms, including Douyin, Bilibili, Xiaohongshu, Kuaishou, WeChat Channels, Baijiahao, and TikTok. The project features CLI access and a modular design, supporting video/graphic uploads, scheduled publishing, and platform expansion. It is currently undergoing a refactor to provide more stable and stealthy automation solutions, with deep integration for AI Agent tools like OpenClaw, facilitating automated content distribution.
Codex2API is an observable, schedulable gateway designed to turn a pool of Codex accounts into an OpenAI/Anthropic compatible API hub. Rather than a simple proxy, it manages robust background operations including token handling, account health scoring, dynamic concurrency, and rate-limit recovery. It features a rich React-based admin dashboard to manage usage quotas, proxy pools, image studios, and prompt filtering, supporting both PostgreSQL/Redis and lightweight SQLite deployments.
Awesome Math is a curated list of high-quality mathematics resources maintained by rossant. It provides a comprehensive collection of free and open-access materials available online, organized by mathematical branches and resource types. The repository covers everything from foundational learning platforms and popular YouTube series to professional computational tools, encyclopedias, and advanced lecture notes. It serves as a community-driven roadmap for students, educators, and researchers to navigate the vast landscape of mathematical knowledge.
An advanced Xianyu management system built with FastAPI and Python 3.11+. It offers multi-account management, intelligent auto-reply (AI & keywords), automated digital goods shipping, and bulk product polishing. Featuring multi-user data isolation and Docker support, it leverages Playwright for robust browser automation, helping sellers automate repetitive tasks and maintain 24/7 responsiveness through an agentic workflow.
AI Factory is a CLI tool designed to boost developer productivity by automating the setup of AI-powered development environments. It features zero-configuration stack detection, automatically installing relevant skills and configuring MCP servers for agents like Claude Code, Cursor, and Roo Code. Its spec-driven development approach replaces random exploration with predictable, resumable workflows for features, bug fixes, and documentation. By leveraging the skills.sh ecosystem, it enables developers to focus on shipping code rather than managing AI prompts and context.
An MCP server that enables LLMs like Claude to interact with personal WhatsApp accounts. It utilizes a Go-based bridge (via whatsmeow) to connect directly to the WhatsApp Web API and a Python MCP server to provide standardized tools. Users can search chats, read messages with full media support, and send files or voice messages. All message history is stored locally in SQLite, ensuring data privacy. It features automatic audio conversion via FFmpeg to send proper voice messages.
NVIDIA NemoClaw is an open-source reference stack designed to simplify the secure deployment of OpenClaw 'always-on' assistants. Built on the NVIDIA OpenShell runtime, it provides a hardened sandbox environment using Landlock, seccomp, and netns to protect autonomous agents. Key features include guided onboarding, state management, and an experimental model router that dynamically selects the most cost-effective LLM based on query complexity, bridging the gap between autonomous agent capabilities and enterprise-grade security.
CloakBrowser is a stealth Chromium distribution modified at the C++ source level by CloakHQ. Instead of relying on fragile JS injections, it patches fingerprints (Canvas, WebGL, WebRTC, etc.) directly in the binary to bypass bot detection like Cloudflare Turnstile and reCAPTCHA v3. It features a unique 'humanize' mode for realistic behavioral simulation and serves as a drop-in replacement for Playwright and Puppeteer. It is an essential stealth environment for AI agents and automation frameworks requiring high-trust browser sessions.
code-review-graph is an AI-assisted code review tool that builds a structural map of code using Tree-sitter and incrementally tracks changes to provide precise context to AI assistants via the Model Context Protocol (MCP). This approach significantly reduces token consumption by enabling AI models to read only the minimal set of files relevant to a change, rather than the entire codebase. It aims to solve the token waste problem in large repositories and monorepos, improving the efficiency and quality of AI code reviews.
agentmemory provides persistent memory for AI coding agents including OpenClaw, Cursor, and Claude Code. Built on the iii engine, it captures agent activities and compresses them into searchable memories using hybrid search and knowledge graphs. It eliminates the need for repeated context setting across sessions. By utilizing local embeddings with zero external database dependencies, it achieves 95.2% retrieval accuracy while reducing token costs by over 92%, enabling agents to 'remember' across different platforms and sessions.
wechat-article-exporter is an open-source tool designed for batch downloading WeChat Official Account articles. By leveraging the internal search API of the WeChat backend, it allows users to export articles into formats like HTML, Markdown, and Excel. It features 100% layout restoration for HTML files and supports fetching metadata such as read counts and comments. It can be accessed via an online web service or self-hosted using Docker or Cloudflare Workers for private data collection and archiving.
Agent Skills is a secure, validated skill registry for professional AI coding agents. It provides a hardened library of verified and safe capabilities, protecting users from the security vulnerabilities common in open marketplaces. By offering a curated collection of prompts, templates, and reference materials, it extends agents like Cursor, Claude Code, and Cline. It features an interactive CLI for installation and management, along with full MCP server support for progressive discovery of specialized AI workflows.
12-factor-agents is a methodology developed by humanlayer for building reliable, production-grade LLM applications. Inspired by the original 12-Factor App, it provides 12 core engineering principles to make AI agents more predictable and scalable. Key concepts include owning your prompt and context window, unifying execution state, using tools as structured outputs, and designing agents as stateless reducers. It shifts the paradigm from autonomous 'black-box' loops to robust software engineering practices for AI.
Claude Code Remote is a versatile tool that allows users to control Claude Code remotely via messaging platforms like Email, Telegram, and LINE. Utilizing PTY or tmux for seamless command injection, it features full execution trace capture and smart monitoring. Users can initiate tasks locally, receive completion alerts on mobile devices, and reply to send new commands, enabling flexible AI-assisted development from anywhere.
Claude Code Telegram Bot is a remote access interface for Claude Code, enabling developers to interact with their codebases naturally from anywhere via Telegram. Eliminating the need for terminal commands, it offers an Agentic conversational mode alongside a classic CLI mode. Key features include automatic project session persistence, directory sandboxing, and strict authentication. It also supports event-driven automation, allowing developers to handle GitHub webhooks and scheduled cron jobs directly.
Remote Claude is a collaboration tool that seamlessly bridges terminal-based Claude Code/Codex processes with Feishu (Lark). Built on tmux for non-intrusive interaction, it allows developers to monitor progress, send commands, and grant permissions via mobile devices. With cross-device session sharing, it frees developers from their desks for ubiquitous AI programming.
Semble is a fast, CPU-only code search library by MinishLab designed specifically for AI agents. It efficiently retrieves relevant code snippets via natural language queries, reducing token usage by ~98% compared to traditional grep-and-read methods. Requiring no API keys, GPUs, or external services, it indexes and queries codebases locally in milliseconds, achieving near-transformer retrieval accuracy. It functions seamlessly as an MCP server for instant integration with Claude Code, Cursor, and other agent workflows.
Octogent is an open-source orchestration dashboard built for Claude Code. It addresses the chaos of running multiple terminal agents by introducing 'tentacles'—scoped job containers providing each AI session with its own durable context and a todo.md task list. Instead of relying on a broad chat history, agents work within these isolated file environments. The tool features a local API and web UI enabling developers to coordinate parallel coding sessions. Furthermore, it allows primary Claude Code agents to spawn child agents from task lists and supports inter-agent messaging.
MLflow is the premier open-source AI engineering platform designed for Agents, LLMs, and ML models. It provides an end-to-end suite for teams to debug, evaluate, monitor, and optimize production-grade AI applications. Core features include OpenTelemetry-based observability and tracing, systematic evaluation with over 50 built-in metrics, prompt versioning and automated optimization, and a unified AI Gateway to manage provider routing, rate limits, and costs.
A comprehensive open-source AI engineering curriculum spanning 20 phases and 435 lessons. It teaches how to build AI algorithms from scratch using Python, TypeScript, Rust, or Julia before adopting production frameworks. Deeply integrated with the OpenClaw and agentic ecosystem, every lesson outputs deployable artifacts like Prompts, Agent Skills, and MCP Servers.
File Browser is a single-binary, lightweight web file manager that allows you to create your own personal cloud. By installing it on a server and directing it to a specific path, users can seamlessly upload, delete, preview, and edit files through a clean web interface. It is designed for simple deployment anywhere by anyone.
AutoResearchClaw is an autonomous research agent framework within the OpenClaw ecosystem that transforms research ideas into conference-ready papers. It features an end-to-end 23-stage pipeline covering literature review, hardware-aware sandbox experiments, and LaTeX drafting. Key capabilities include a Human-in-the-Loop (HITL) Co-Pilot system with 6 intervention modes, anti-hallucination citation verification, and self-evolving learning via MetaClaw integration. It supports various LLM backends and integrates with messaging platforms through OpenClaw.
HackingTool is an all-in-one hacking tool suite designed for security researchers and penetration testers. It integrates over 185 tools across 20 categories, including anonymity, information gathering, wireless attacks, web attacks, exploit frameworks, post-exploitation, mobile security, cloud security, and Active Directory. It supports Python 3.10+, offers intelligent search, tag filtering, tool recommendations, installation status, and one-liner installation, running on Linux, macOS, and Docker environments.
Agentgateway is an open-source proxy built on AI-native protocols (e.g., MCP and A2A), providing a complete connectivity solution for Agentic AI. It offers drop-in security, observability, and governance for agent-to-LLM, agent-to-tool, and agent-to-agent communication across any framework and environment. It works by routing LLM traffic through a unified API, connecting LLMs to tools, enabling secure agent-to-agent communication, and providing intelligent inference routing, multi-layered content guardrails, and comprehensive security and observability features. It also includes a built-in web UI for management and exploration.
Write HTML. Render video. Built for agents.
The "distribution" project is an open-source container registry implementation for storing and distributing container images and other content, adhering to the OCI Distribution Specification. It aims to provide a simple, secure, and scalable foundation for building large-scale registry solutions or running private registries. This project is a core library for many prominent registry operators, including Docker Hub, GitHub Container Registry, and CNCF Harbor. It communicates via HTTP with OCI-compliant clients like Docker and containerd, enabling efficient, secure, and reliable content storage, management, packaging, and exchange.
CCX is a high-performance AI API proxy and protocol translation gateway for Claude, OpenAI, and Gemini. It provides a unified entrypoint with a built-in web admin console for channel orchestration, failover, and multi-key management. Features include smart model routing, real-time traffic monitoring, and health checks with circuit recovery. Designed for simple deployment via binary or Docker, CCX ensures high availability and efficient session tracking for LLM workflows.
The Agent Governance Toolkit (AGT) is an open-source security middleware by Microsoft for autonomous AI agents. Acting as a deterministic execution kernel, it intercepts and evaluates every tool call, resource access, and inter-agent message against strict policies prior to execution. By completely bypassing prompt-based safety logic, it ensures sub-millisecond, hallucination-free enforcement. AGT brings zero-trust identity management, hardware-style privilege ring sandboxing, SRE capabilities, and an MCP security gateway. It seamlessly integrates with 20+ frameworks like LangChain, Semantic Kernel, and AutoGen to guarantee enterprise-grade safety and auditable compliance.
OpenClaw Runtime is the core execution engine of the OpenClaw AI framework. Functioning as a model-agnostic LLM loop, it runs an embedded agent process per Gateway, maintaining its own isolated workspace and JSONL session state. The runtime dynamically injects persona, memory, and behavioral boundaries from configuration files like SOUL.md and AGENTS.md. It autonomously manages context windows, executes third-party skills from ClawHub, and runs persistent background tasks across various messaging channels.
The Claude Code Plugins Directory is the official registry for extending Anthropic's terminal-based AI agent. It serves as a curated marketplace for both internal and third-party plugins built on the Model Context Protocol (MCP). By providing a standardized structure for slash commands, specialized skills, and agent definitions, it enables seamless integration of external tools and data into the Claude Code environment, allowing developers to build highly customized and automated engineering workflows.
Argo Workflows is an open-source, container-native workflow engine for orchestrating parallel jobs on Kubernetes. Implemented as a Kubernetes CRD, it allows defining workflows where each step is a container and modeling multi-step workflows as DAGs or sequences of tasks. Designed for containers, it's lightweight, scalable, and ideal for compute-intensive tasks like machine learning, data processing, and CI/CD on any Kubernetes cluster.
Free Claude Code is a lightweight proxy service designed to enable free usage of the Claude Code CLI and VSCode extension without requiring an Anthropic API key. It intelligently routes Anthropic API requests to various backend providers such as NVIDIA NIM (offering free tiers), OpenRouter, DeepSeek, LM Studio, llama.cpp, or Ollama. The proxy supports per-model mapping, thinking block parsing, heuristic tool parsing, and API request optimization, effectively reducing development costs and enhancing flexibility, while also supporting remote autonomous coding and diverse integration methods.
Honcho by plastic-labs is an innovative open-source memory library and managed service, purpose-built for developing stateful AI agents. It offers unparalleled compatibility across models, frameworks, and architectures, enabling agents to build and persistently maintain dynamic state for users, other agents, groups, and more. As a continual learning system, Honcho intelligently adapts to evolving entities over time, significantly boosting agent retention and user trust. Its core capabilities include robust application workflow management, comprehensive interaction history storage, and advanced reasoning to guide agent behavior. With intuitive natural language querying, sophisticated session context management, and efficient message search, Honcho empowers developers to create highly intelligent chatbots and deliver deeply personalized agent experiences.
go-git is a highly extensible Git implementation library written in pure Go. It enables developers to manipulate Git repositories at both low (plumbing) and high (porcelain) levels using an idiomatic Go API. A standout feature is its pluggable storage system, supporting in-memory file systems and custom storage backends without any C library dependencies. Built for high compatibility with standard Git, it is widely adopted by major projects like Gitea, Pulumi, Kubernetes Prow, and Flux.
Open Design is the open-source, local-first alternative to Claude Design. It transforms 16 auto-detected coding-agent CLIs on your machine (or an OpenAI-compatible BYOK proxy) into a powerful design engine. Driven by 137 composable skills and 150 brand-grade design systems, its local daemon builds a real on-disk project folder for the agent. The agent then follows strict pre-flight checklists and self-critiques to emit UI artifacts rendered in a sandboxed iframe. It fully supports multi-modal media generation, ensuring a vendor lock-in free, professional-grade design workflow.
Prompt Optimizer by linshenkx is a powerful AI prompt optimization tool designed to enhance the quality of AI model outputs. It intelligently optimizes both system and user prompts through multi-round iterative improvements, supporting analysis, evaluation, and comparison of different optimization results. The tool integrates mainstream AI models like OpenAI and Gemini, offers text and image generation (T2I/I2I), and includes an advanced testing mode with context variable management, multi-turn conversations, and function calling. Featuring a secure client-side architecture, it supports web, desktop, Chrome extension, and Docker deployments, and is compatible with the MCP Protocol.
Antigravity-Manager is a professional AI account management and API proxy system. It converts multi-platform web sessions into standardized API endpoints, perfectly adapting to OpenAI, Anthropic, and Gemini protocols. Featuring global quota monitoring, millisecond-level self-healing, tiered model routing, and silent fallback for background tasks, it provides developers with a highly stable and cost-effective local AI scheduling gateway.
yt-dlp-tauri is a minimal desktop video downloader powered by yt-dlp and Tauri 2. It completely eliminates the need for manual command-line options by offering a focused UI where users can paste URLs, preview video metadata, select quality, and download MP4-friendly files. It is a desktop-first and local-first application featuring live download progress, Cookie authentication support for restricted sites, and a built-in management system for automatic toolchain installation and SHA-256 verification.
CC-Switch CLI is a Rust-based command-line management tool developed by SaladDay for AI coding assistants like OpenClaw, Claude Code, Codex, and Gemini. It offers unified management for API provider configurations, featuring one-click switching, latency testing, and stream health checks. Furthermore, it supports app-specific MCP server synchronization, prompt presets management, and community skills integration, all while maintaining WebDAV compatibility for multi-device sync.
The OpenClaw Runtime is the core execution engine of the OpenClaw architecture, responsible for driving the LLM interaction loop. Running as a dedicated process per Gateway, it maintains an isolated workspace (with configuration files like AGENTS.md and SOUL.md), bootstrap routines, and a session store. Its primary role is to ingest prompts, drive model reasoning, and execute native tool and skill calls seamlessly, ensuring safe local operation and robust resource management before returning the response.
Databricks AI Dev Kit is an open-source AI-assisted toolkit curated by Databricks experts. It equips AI assistants like Cursor, Claude Code, and Copilot with over 75 executable MCP tools, a core Python library, and Databricks-specific markdown skills to seamlessly build Spark pipelines, Unity Catalog jobs, and MLflow experiments within your editor or via the Visual Builder web app.
OpenSquilla is a token-efficient, microkernel AI agent built for CLI, Web UI, and various chat channels. Its core feature is an on-device model router (SquillaRouter) that dynamically dispatches each turn to the most cost-effective capable model. With persistent memory, a layered sandbox, built-in web search, and a pluggable provider layer supporting multiple LLMs, it maximizes intelligence density on the same budget.
Vane (formerly Perplexica) is an open-source, privacy-first AI answering engine designed to run entirely on your own hardware. It seamlessly uses SearxNG to anonymously search the web, then leverages local LLMs (via Ollama) or cloud models to synthesize information and deliver accurate, source-cited answers. Key features include smart search modes, domain-specific querying, multimedia retrieval, document uploads, and interactive UI widgets, offering a comprehensive and secure alternative to commercial AI search engines.
Docker Agent is an official Docker CLI plugin that allows developers to build, run, and share AI agents without coding. By using declarative YAML configurations, users can define specialized multi-agent teams, instructions, and tools. It features native support for the Model Context Protocol (MCP) to integrate a rich ecosystem of tools and is AI provider agnostic. Agents can be packaged and pushed to any OCI registry, allowing you to pull and run them anywhere.
Developed by ggml-org, llama.cpp is a powerful open-source C/C++ inference engine designed to run large language and multimodal models with minimal setup. Operating without external dependencies, it leverages the ggml tensor library for state-of-the-art performance locally and in the cloud. Key features include comprehensive integer quantization (1.5-bit to 8-bit), multi-platform hardware acceleration (Metal, CUDA, Vulkan), and hybrid CPU+GPU inference. It natively supports the GGUF format and includes a built-in REST API server and WebUI.
PDFCraft is a comprehensive, free, and privacy-focused suite of over 90 PDF tools. Powered by WebAssembly and modern web technologies, it processes documents entirely locally within your browser, ensuring your sensitive data never leaves your device. It features a modern, responsive UI and an innovative visual workflow editor that allows users to easily automate and chain operations like merging, compressing, converting, and securing PDFs via a drag-and-drop interface.
Freeze is an open-source CLI tool by Charmbracelet for generating beautiful screenshots of code snippets and terminal ANSI output in SVG, PNG, and WebP formats. It features an interactive TUI for real-time customization, allowing users to tweak visual elements like macOS-style window controls, drop shadows, border radii, fonts, and syntax highlighting themes. Combined with tmux, it can easily capture live Terminal UIs (TUIs), making it an ideal utility for creating professional documentation and sharing code.
Deep Eye is an advanced AI-driven penetration testing and vulnerability scanning tool. It dynamically orchestrates over 10 AI providers (including OpenAI, Claude, and Ollama) to generate intelligent, context-aware attack payloads. Equipped with 45+ vulnerability scanners, it targets flaws like SQLi and XSS by leveraging a RAG-indexed CVE intelligence database. Deep Eye features automated AI triage for false-positive filtering, WAF challenge bypasses, and generates professional, compliance-mapped bug bounty reports.
Robin is an AI-powered Open-Source Intelligence (OSINT) tool designed for dark web investigations. Integrating LLMs with Tor-based web scraping, Robin automates the discovery, filtering, and analysis of hidden services. It works by taking an initial query, using an LLM to refine it with dark web-specific keywords, and scraping search engines anonymously via Tor. Finally, AI is used to evaluate relevance and generate comprehensive investigation summaries. It features a Web UI and supports various models.
CubeSandbox, open-sourced by Tencent Cloud, is an instant, concurrent, secure, and lightweight sandbox service designed for AI Agents. Built on RustVMM and KVM, it ensures true hardware-level isolation. It features blazing-fast cold starts (under 60ms) and ultra-low memory overhead (<5MB), enabling high-density deployment of thousands of agents per node. Fully compatible with the E2B SDK for drop-in migration, it also utilizes the CubeCoW engine to support millisecond-level snapshots, instant cloning, and rollbacks, perfectly integrating with ecosystems like OpenClaw.
beautiful-mermaid is an ultra-fast, zero-DOM diagram rendering engine built by Craft for the AI era. It instantly transforms Mermaid syntax into stunning SVGs or terminal-friendly ASCII art via synchronous rendering. Written in pure TypeScript, it features an innovative mono-mode derivation system that builds complete themes from just two colors. With full Shiki compatibility and live CSS variable theme switching, it perfectly powers diagrams in AI coding assistants and modern rich interfaces.
WebToApp is a native Android application that converts any website, HTML project, or local server app (Node.js, PHP, Python) into a standalone APK entirely on your device. It handles all packaging and signing locally without a PC or remote build server. Standout features include a highly customizable WebView with advanced anti-fingerprinting, a GitHub-backed Module Market for JS/CSS and Chrome extensions, and integrated AI assistants to help generate custom modules and app icons on the fly.
LangSmith Cookbook is the official practical guide repository by LangChain, designed to help developers maximize the LangSmith platform. It provides real-world code examples and Jupyter notebooks covering application tracing, prompt management via LangChain Hub, comprehensive testing and evaluation for RAG and Agents. Additionally, it features advanced tutorials on capturing human/algorithmic feedback and automated prompt bootstrapping, empowering developers to debug, evaluate, and continuously optimize their LLM applications in both Python and JS/TS.
GBrain is a production-grade brain layer designed for AI agents like OpenClaw. It acts as an institutional memory system that ingests, enriches, and consolidates data 24/7. Moving beyond standard RAG, it features a synthesis layer that delivers well-cited answers with gap analysis, alongside a self-wiring knowledge graph extracting entity relationships with zero LLM calls. It supports role-scoped company brains and connects natively via MCP.
Pi is a self-extensible interactive coding agent and comprehensive AI toolkit built by Earendil Works. Driven by real-world open-source session data rather than toy benchmarks, it offers a robust agent runtime supporting complex tool calling and state management. The toolkit features a unified multi-provider LLM API to prevent vendor lock-in and an optimized terminal UI library. Furthermore, it incorporates strict npm supply-chain hardening to ensure secure and reliable agent development.
FastAPI is a modern, fast (high-performance) web framework for building APIs with Python, based on standard Python type hints. Standing on the shoulders of Starlette for web handling and Pydantic for data validation, it achieves performance on par with NodeJS and Go. FastAPI significantly boosts development speed by 200% to 300% while reducing human-induced bugs. Its core design natively supports asynchronous programming and provides automatic, interactive API documentation out-of-the-box. Fully compatible with OpenAPI and JSON Schema standards, FastAPI offers excellent editor support with auto-completion everywhere, making it intuitive, robust, and production-ready.
An educational project by shareAI-lab focused on 'Harness Engineering' for AI agents. It provides a masterclass by reverse-engineering the architecture of Anthropic's Claude Code. The repo teaches how to build the 'vehicle' (harness) for the 'driver' (model), covering essential mechanisms like tool implementation, context compression, subagent spawning, and task dependency graphs. It shifts the development focus from prompt plumbing to building robust environments for autonomous models.
CodeGraph is a 100% local semantic code intelligence tool built to supercharge AI agents like Claude Code, Cursor, and Codex. It equips agents with a pre-indexed knowledge graph of symbol relationships, call graphs, and structures, allowing them to query contexts instantly instead of running costly grep or read tools. Featuring an OS-native file watcher, it automatically syncs file changes without manual setup. CodeGraph supports 19+ programming languages and recognizes 14 web framework routing patterns. Operating entirely locally via SQLite, it drastically optimizes AI performance, cutting tool calls by roughly 70% and reducing token costs by ~35%.
OpenCut is a free and open-source video editor built for web, desktop, and mobile platforms. Currently being completely rewritten with a Rust core, it adopts a plugin-first architecture. Going beyond standard editing tools, it features a robust Editor API, an in-editor scripting tab, a headless mode for workflow automation and batch rendering, and an integrated MCP server designed to empower AI agents and developers.
Skills Manager is a desktop application designed to unify the management of AI agent skills across various coding tools, including those in the OpenClaw ecosystem. It provides a centralized skill library, allowing installation from Git repositories, local folders, archives, or the Skills.sh marketplace. Users can group skills into scenarios for instant switching, manage project-local skill sets, and benefit from multi-tool synchronization, AI search, skill tagging, update tracking, and Git backup for enhanced AI-assisted programming efficiency.
stable-worldmodel is an open-source platform by galilai-group designed for reproducible world model research and evaluation. It provides a unified interface across three key stages: data collection, training, and model-predictive control (MPC) evaluation. Shipping with high-performance data format registries (like LanceDB) and common baselines (e.g., LeWM, DINO-WM), it streamlines model development. It also integrates a vast suite of standardized environments with customizable factors of variation, enabling effortless zero-shot generalization testing for robotics and control tasks.
ccNexus is an intelligent endpoint rotation proxy tailored for Claude Code and Codex CLI. It features auto-failover across multiple endpoints and seamless API format conversion among Claude, OpenAI, and Gemini. A core feature is its Codex Token Pool, which manages bulk token imports, auto-rotation, token refreshing, and invalidation isolation. Offering zero-latency usage statistics and WebDAV sync for multi-device configuration, ccNexus significantly enhances the stability and efficiency of local AI agent operations.
Knowledge Work Plugins is an open-source collection by Anthropic built for Claude Cowork and Claude Code. These plugins bundle domain-specific skills, slash commands, sub-agents, and Model Context Protocol (MCP) connectors to transform Claude into a specialist for roles like sales, finance, legal, and product management. Utilizing a no-code, file-based architecture (Markdown and JSON), teams can easily customize AI workflows and seamlessly integrate them into their unique corporate tool stacks and processes.
A highly robust, GPU-accelerated contact solver for physics simulations involving shells, solids, and rods, developed by ZOZO, Inc. Operating entirely on the GPU using the Finite Element Method (FEM), it ensures penetration-free resolutions and scales to handle over 180M contacts. It offers immense ecosystem utility with out-of-the-box Windows executables, Docker deployments, JupyterLab integration, and a Blender add-on. Notably, it includes native MCP support, enabling Large Language Models to run and orchestrate simulations via natural language.
MarkText is a next-generation, simple, and elegant open-source Markdown editor focused on speed and usability. Utilizing Virtual DOM for efficient rendering, it provides a real-time preview (WYSIWYG) interface for a distraction-free writing experience. It supports CommonMark, GFM, and Pandoc Markdown, alongside extensions like KaTeX math expressions, front matter, and emojis. Features include clipboard image pasting, multiple editing modes (Source Code, Typewriter, Focus), and various themes. It exports to HTML and PDF and is fully available across macOS, Windows, and Linux.
ScrcpyGUI v4 is a modern, high-performance graphical user interface for scrcpy, completely rebuilt using Tauri v2, React 19, and Rust. It transforms your Android device into a professional tool for gaming, development, and content creation. The app automates core binary updates and features a stunning custom theme engine. Standout capabilities include precision HID keyboard and zero-lag mouse inputs via OTG, native Android 11+ wireless pairing, a Pro Camera Mode with zoom and torch controls, and a dynamic Desktop Mode for resizable virtual displays.
CodeWhale is a terminal-native coding agent powered by DeepSeek V4 from the Hmbown ecosystem. Running directly from the CLI, it features an Auto Mode that dynamically selects the optimal model and thinking level for each reasoning turn. It operates under a strict nine-tier 'Constitution' to resolve conflicting context and instructions. CodeWhale boasts powerful features including up to 20 concurrent background sub-agents, seamless LSP diagnostics integration for auto-correction, OS-level sandboxing, and side-git snapshots for instant workspace rollbacks.
scan4all is a fully automated, intelligent red team vulnerability scanner by GhostTroops. Written in Golang, it integrates and optimizes tools like vscan, nuclei, and ksubdomain. It supports intelligent password brute-forcing for 23 protocols, 15,000+ POCs, and 7,000+ web fingerprints. Advanced features include smart SSL parsing, honeypot detection, HTTP request smuggling testing, and seamless Elasticsearch integration for centralized result storage.
Paperclip is an open-source orchestration tool that acts as the 'company' for your AI agents. Built with a Node.js server and React UI, it provides a task-manager-like dashboard to coordinate various agents (e.g., OpenClaw, Claude Code, Codex). It operates via a 'heartbeat' mechanism that wakes agents on a schedule to execute tasks autonomously based on predefined business goals and an organizational chart. Key features include persistent agent state, atomic execution, strict budget limits, governance with approval gates, and multi-company data isolation.
pyVideoTrans is an open-source tool dedicated to video translation, audio transcription, AI dubbing, and subtitle generation. It seamlessly converts videos into another language using an automated pipeline: Speech Recognition (ASR), Subtitle Translation, Speech Synthesis (TTS), and video-audio synchronization. Key features include speaker diarization and zero-shot voice cloning. It offers extensive compatibility with both local offline models and mainstream cloud APIs. Featuring an interactive GUI for manual proofreading and a headless CLI for batch deployment, it provides a highly flexible solution for multimedia localization.
Ouroboros is a local-first Agent OS for AI coding that transforms non-deterministic agent tasks into replayable, specification-first workflows. Replacing ad-hoc prompting, it implements a structured evolutionary loop: Socratic interview to expose assumptions, immutable seed crystallization, double-diamond execution, and evaluation. It integrates seamlessly with CLI tools like Claude Code, GitHub Copilot, and Gemini via MCP, featuring a 3-stage automated evaluation gate to ensure verified codebases.
Open Multi-Agent is a lightweight, TypeScript-native multi-agent orchestration framework. By simply providing a goal, its built-in coordinator automatically decomposes the goal into a task DAG, parallelizes independent steps, and synthesizes the final output. With only 3 runtime dependencies, it seamlessly drops into any Node.js backend. Key features include mixing over 12 LLM providers within a single team, a sandboxed filesystem workspace, pluggable shared memory, and native integration with the Model Context Protocol (MCP) for tool extensibility.
PilotDeck is an open-source, task-oriented AI Agent operating system co-developed by OpenBMB and Tsinghua THUNLP. Built around the 'WorkSpace' concept, it ensures project-level isolation for files, memories, and skills. PilotDeck features Traceable White-box Memory for editing and rolling back context, Smart Routing to optimize costs by dynamically matching models to task difficulty, and Always-on Execution for proactive, background task completion. Natively supporting MCP, it breaks the traditional chat loop, serving as a powerful productivity platform for multi-project workflows.
DeepSeek-Reasonix by esengine is an open-source, DeepSeek-native AI coding agent built for the terminal and desktop. Its core innovation is a cache-first architecture engineered around prefix-cache stability. By maintaining an append-only loop, it achieves near 99.8% cache hit rates during extensive coding sessions, slashing API token costs by up to 5x. Alongside its robust CLI, Reasonix features a native Tauri desktop GUI and remote QQ channel integration. It fully supports the Model Context Protocol (MCP) for tool expansion, local semantic indexing, web search, and custom Markdown-based skills, making it a highly optimized companion for developers.
Dify is an open-source, production-ready LLM application development platform engineered to significantly accelerate the entire development cycle from prototype to production. It offers an intuitive visual workflow canvas, integrating a powerful Retrieval Augmented Generation (RAG) pipeline for efficient document ingestion and retrieval. Dify also features advanced agent capabilities based on LLM Function Calling or ReAct, configurable with pre-built or custom tools. It provides comprehensive support for hundreds of mainstream proprietary and open-source LLMs, a robust Prompt IDE for prompt engineering and model performance comparison, and built-in observability features (e.g., Opik, Langfuse, Arize Phoenix). This empowers developers to rapidly build, deploy, and monitor complex AI applications and agents.
Hands-On-AI-Engineering by Sumanth077 is a curated collection of practical, production-ready AI projects spanning LLMs, multimodal models, OCR, RAG, and AI agents. Emphasizing 'learn by doing', it provides complete code and setup guides supporting multiple model providers. Notably, it features Eagle Eye, a GitHub PR review agent built with OpenClaw and MCP, making it an excellent resource for building real-world AI applications.
skillshare is a centralized management hub for AI CLI skills, agents, and rules, natively supporting OpenClaw, Claude Code, and 60+ other tools. Acting as a single source of truth, it synchronizes your local configurations to multiple target applications via symlinks or copies with a single command. Key features include Git-based sync for teams, built-in security auditing to prevent prompt injections, and a lightweight, offline-capable Web UI dashboard.
Gorilla WebSocket is a complete, stable, and well-tested Go implementation of the WebSocket protocol. It passes the server tests in the Autobahn Test Suite, ensuring strict protocol compliance. By upgrading standard HTTP connections into persistent WebSocket connections, it allows developers to build high-performance backend servers and clients that require low-latency, full-duplex, and real-time bidirectional communication.
html-video is an open-source local video generation engine by nexu-io. Acting as a meta-layer, it empowers 14 popular coding agents to turn text prompts, web articles, or GitHub repos into multi-frame animated videos. The agents automatically build storyboards, apply curated HTML templates, and render real MP4s locally using headless Chromium and ffmpeg. It features zero per-render fees, extensible rendering backends, and optional AI soundtracks.
ZeroClaw is a personal AI assistant and agent runtime, implemented as a single Rust binary. It empowers users with full ownership over their AI agent, data, and the machine it runs on. ZeroClaw connects to numerous LLM providers (Anthropic, OpenAI, Ollama, etc.) and interacts through over 30 channels (Discord, Telegram, email, CLI, etc.). It can execute actions using a wide array of tools, including shell, browser, HTTP, and hardware. Key features include multi-channel communication, provider-agnostic LLM integration, hardware capabilities, a security-first approach, and an event-driven SOP engine, all manageable via a web dashboard and integrated via JSON-RPC.
kagent is a Kubernetes-native framework for building and managing AI agents, hosted as a CNCF project. It allows developers to define agents, model configurations, and tools declaratively via Kubernetes custom resources. kagent features an ADK-powered engine and natively supports the Model Context Protocol (MCP) to interact with cluster tools like Helm and Istio. Designed for extensibility and observability, it integrates OpenTelemetry for monitoring and provides a comprehensive suite including a controller, web UI, and CLI for managing AI workloads at scale.
gentle-ai is an ecosystem configurator, not an AI agent installer, designed to supercharge existing AI coding agents like Claude Code, OpenCode, and Cursor. It enhances these agents with persistent memory (Engram), Spec-Driven Development (SDD) workflow, curated coding skills, MCP servers, an AI provider switcher, a teaching-oriented persona with security-first permissions, and per-phase model assignment. This transforms basic coding chatbots into powerful tools equipped with memory, skills, workflows, and a teaching persona, supporting various mainstream AI coding agents with cross-platform one-command deployment and automatic updates, simplifying complex configurations.
oMLX is a high-performance local LLM inference server optimized specifically for Apple Silicon Macs. Built on the MLX framework, it supports text LLMs, VLMs, OCR, and embedding models. It features a unique Tiered KV Cache system (Hot RAM + Cold SSD) that persists context across requests and server restarts, making it ideal for coding agents like Claude Code. oMLX provides a native macOS menubar app and a web dashboard, supporting continuous batching, automated memory management via LRU eviction, and seamless MCP integration.
Tech Interview Handbook is a free and curated collection of technical interview preparation materials for busy engineers, authored by Yangshun (creator of Blind 75). It goes beyond typical algorithm questions, covering essential aspects like resume building, behavioral interview questions, and front-end specific interviews. The handbook aims to provide practical, condensed content to help job seekers efficiently prepare for and succeed in technical interviews, offering a comprehensive guide beyond just coding challenges.
Jest is a delightful and comprehensive JavaScript testing framework that works out of the box for most JavaScript projects. Its core advantages include a fast, interactive watch mode that provides instant feedback by solely running test files related to changed code, and powerful snapshot testing to effortlessly capture and analyze changes in large objects or UI components. Furthermore, Jest seamlessly integrates with modern frontend tools like Babel, TypeScript, Webpack, and Vite.
MoneyPrinterTurbo is an end-to-end automated short video generator. By simply providing a keyword or theme, the tool automatically generates scripts, sources high-quality footage, synthesizes voiceovers, adds subtitles, and mixes background music. Built with an MVC architecture, it offers both a Web UI and API support. It integrates with major LLMs like OpenAI and DeepSeek, supports various video dimensions (9:16/16:9), and utilizes copyright-free materials. It's designed for creators to batch-produce content via local or Docker deployment.
Project N.O.M.A.D. (Node for Offline Media, Archives, and Data) is a self-contained, offline-first knowledge and education server, packed with critical tools, knowledge, and AI for ubiquitous information access. It functions as a management UI ("Command Center") and API, orchestrating containerized tools and resources via Docker. Key features include local AI chat, offline Wikipedia, educational courses, maps, and data utilities. It emphasizes offline capability, user empowerment, and requires no internet connection after initial installation.
CC Switch is an all-in-one desktop manager built with Tauri 2, specifically designed for Claude Code, Codex, Gemini CLI, OpenCode, and OpenClaw. It provides a unified GUI to streamline the installation, configuration, and management of various AI coding agents. By enabling one-click switching between API relay providers and model environments, it optimizes developer workflows across Windows, macOS, and Linux, serving as a critical infrastructure tool for the OpenClaw ecosystem.
Awesome Harness Engineering by ai-boost is a curated collection of resources, patterns, and templates dedicated to building reliable AI agent harnesses. It focuses on the essential scaffolding—including context delivery, tool interfaces, MCP, sandboxes, memory systems, and verification loops—that surrounds an AI model. This repository guides developers in designing robust agent environments to bridge model limitations and ensure success in real-world, long-horizon tasks.
Awesome DESIGN.md, curated by VoltAgent, is an open-source collection of DESIGN.md files that capture brand visual languages in plain text. Based on a markdown format introduced by Google Stitch, these files act as native design systems for AI coding agents. By simply dropping a DESIGN.md file into your project root, agents can instantly understand typography, colors, and layout rules to generate pixel-accurate, consistent UI without needing Figma exports or JSON schemas.
Agent-Reach is a scaffolding tool developed by Panniantong that instantly equips AI agents like OpenClaw, Claude Code, and Cursor with comprehensive internet capabilities. It automatically installs and configures underlying CLI tools and MCP servers, enabling agents to read web pages, perform web searches, and extract data from platforms like Twitter, Reddit, Xiaohongshu, Bilibili, and YouTube. It is completely open-source, free, plug-and-play, and prioritizes local privacy.
Ruflo is a multi-agent AI orchestration framework designed for Claude Code, powered by the Cognitum.One agentic architecture and built on Rust. It provides a robust AI engine, embeddings, memory, and a plugin system. Ruflo enables agents to collaborate, learn, and securely communicate across machines, teams, and trust boundaries through coordinated swarms, self-learning memory, federated communications, and enterprise-grade security. It offers both CLI tools and a Web UI (flo.ruv.io) for deploying and managing over 100 specialized AI agents.
KaoBuddy is an AI-powered exam preparation workbench designed for last-minute cramming. Users can easily import diverse study materials like PDFs, handwritten notes, and video subtitles. The AI automatically extracts key concepts, generates customized daily study plans, creates interactive flashcards, and builds custom mock exams with auto-grading features. Built as a PWA, it operates locally in your browser prioritizing privacy, and uses a Bring-Your-Own-Key (BYOK) model so your data never leaves your device.
CDP Bridge MCP is a bridge service that connects MCP clients with real browser sessions. Using an accompanying Chromium extension, it enables LLMs and Agents to seamlessly read tabs, scan optimized DOMs, execute JavaScript, take screenshots, and navigate within the user's active browser. It reuses existing login states and cookies without requiring re-authentication. It also supports concurrent multi-profile operations and isolated multi-user access, making it ideal for web collaboration, automation, and Agent development.
xiaohu-video-translate is an AI coding agent skill (compatible with OpenClaw, Claude Code, etc.) that converts foreign-language videos into Chinese-subtitled videos and clean transcripts via a single natural language command. It automates downloading, audio extraction, local Whisper transcription, AI translation, and subtitle burn-in. It features zero transcription API costs, offline capability, and highly accurate word-level timestamps, delivering polished bilingual or pure Chinese subtitles seamlessly.
Frontend Slides is a coding-agent skill that enables users to create stunning HTML presentations. Working primarily as a Claude Code plugin, it uses a visual preview approach to build presentations from scratch or convert existing PPTX files into web slideshows. It produces zero-dependency, single HTML files featuring a curated Anti-AI-slop template library for production-quality, unique designs.
A comprehensive SEO and GEO (Generative Engine Optimization) skills library for AI agents like Claude Code and OpenClaw. It provides 20 zero-dependency Markdown skills and 20 slash commands to plan, build, audit, and monitor content strategies. Key features include the 80-item CORE-EEAT content benchmark, a 40-item CITE domain trust framework, and an advanced HOT/WARM/COLD memory management system with a dynamic Wiki layer, enabling professional automated SEO workflows.
RedditVideoMakerBot is an open-source, fully automated video generator created by elebumm and TMRRW. Designed for producing viral Shorts, TikToks, and Instagram Reels, it operates entirely through programming magic without requiring manual video editing. The tool leverages Python and Playwright to scrape Reddit threads, synthesizes text-to-speech (TTS) audio, and seamlessly mixes them with background footage (like Minecraft gameplay) and background music. Key features include custom subreddit targeting, voice customization, light/dark mode UI toggles, and automatic NSFW post filtering.
seo-audit-skill is a reusable Agent skill for single-page SEO auditing. Built on a Script + LLM two-layer architecture, Python scripts handle deterministic factual checks (e.g., HTTP status, XML parsing), while the LLM manages semantic judgments (e.g., keyword intent, content quality). Simply provide a URL to receive a structured HTML report with prioritized actionable findings. It works seamlessly with Cursor, Claude Code, and any agent runtime supporting SKILL.md.
A collective list of free APIs
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AI Website Cloner Template by JCodesMore is an open-source template that enables AI coding agents to reverse-engineer any website into a clean Next.js 16 and Tailwind CSS v4 codebase. By running a single `/clone-website` command, it triggers a multi-phase pipeline where AI agents automatically inspect the target site, extract design tokens, fetch assets, and write precise component specs. Parallel builder agents are then dispatched to reconstruct every section accurately. It is highly automated and supports popular AI platforms like Claude Code, Cursor, and Copilot.
Voice-Pro is a state-of-the-art, AI-powered web application designed for comprehensive multimedia processing, serving as a robust open-source alternative to ElevenLabs. Accessible via a Gradio interface, it seamlessly integrates YouTube video downloading, voice separation, and top-tier speech recognition using the Whisper model family. Its standout feature is zero-shot voice cloning powered by F5-TTS, E2-TTS, and CosyVoice, combined with instant translation and multilingual TTS supporting over 100 languages. Recently made completely free and open-source, Voice-Pro empowers creators, researchers, and developers to process audio efficiently via local desktop deployment, especially optimized for Windows with NVIDIA GPUs.
This project is a complete, from-scratch implementation of a Transformer language model using pure PyTorch. Built upon the 'Attention is All You Need' architecture, it enables users to pretrain million- to billion-parameter LLMs. It features a fully hand-written modern post-training and alignment pipeline, including SFT, Reward Model, PPO, DPO, and GRPO algorithms, bypassing high-level wrappers. It also includes a Streamlit UI for training, evaluation, and chatting.
App Store Connect CLI (asc) by rorkai is a fast, lightweight, and scriptable command-line tool for the App Store Connect API. It enables developers to automate release workflows for iOS, macOS, tvOS, and visionOS directly from the terminal, IDE, or CI/CD pipelines. Core features include TestFlight distribution, metadata and screenshot syncing, build uploads, and certificate management. It also natively provides dedicated Agent Skills for AI-driven workflow automation.
DESIGN.md is a format specification developed to describe visual identities to coding AI agents. It combines machine-readable design tokens in YAML front matter with human-readable design rationale in Markdown prose, giving agents a persistent, structured understanding of a design system. It includes a robust CLI tool for structural validation (linting), WCAG contrast ratio checking, and version diffing. Additionally, it seamlessly exports design tokens into Tailwind v3/v4 configurations or the W3C Design Tokens (DTCG) format.
Context Mode is an MCP (Multi-Modal Chat Protocol) server designed to tackle efficiency and memory issues in large language models (LLMs) when managing context. It significantly reduces raw data in the context window via sandboxed tools, achieving up to a 98% context reduction. It ensures session continuity by tracking session states using SQLite and FTS5 for relevant data retrieval. The tool promotes an 'infer in code' paradigm, enabling LLMs to execute scripts for analysis instead of processing vast amounts of raw data, thereby saving context and reducing output verbosity by 65-75%, enhancing LLM interaction efficiency.
Compound Engineering is a suite of AI agents and skills by EveryInc, built on the philosophy that every unit of engineering should simplify future work. It inverts technical debt by shifting 80% of effort to planning and review, and 20% to execution. Utilizing commands like /ce-plan, /ce-code-review, and /ce-compound, it enables requirement brainstorming, systematic debugging, multi-agent reviews, and knowledge codification. It seamlessly integrates with multiple AI coding assistants such as Claude Code, Cursor, and GitHub Copilot.
OpenTofu is a community-driven, open-source Infrastructure as Code (IaC) tool managed by the Linux Foundation. Forked from Terraform, it safely and efficiently builds, changes, and versions infrastructure. Using a high-level configuration syntax, OpenTofu treats datacenter blueprints as code. It generates execution plans to preview changes and builds a resource graph to parallelize non-dependent tasks. OpenTofu serves as a drop-in replacement for Terraform, supporting thousands of popular cloud providers and preventing vendor lock-in.
New API is a next-generation LLM gateway and AI asset management system developed by QuantumNous. As a feature-rich fork of One API, it aggregates various AI model providers (including OpenAI, Claude, Gemini, etc.) and provides a unified OpenAI-compatible interface. It features intelligent routing with weighted load balancing, automatic failover, and a comprehensive billing system supporting Stripe and EPay. With a modern dashboard and support for advanced features like Reasoning Effort, Realtime API, and OIDC authentication, it serves as a robust infrastructure for enterprise and personal AI resource management.
Open Notebook is an open-source, privacy-centric alternative to Google NotebookLM. It empowers users with complete data sovereignty through self-hosted deployment and support for 18+ AI providers, including local LLMs via Ollama. By integrating multi-modal content like PDFs, videos, and web pages using vector search, it creates a context-aware research environment. Key features include advanced multi-speaker podcast generation, full REST API access, and native support for reasoning models like DeepSeek-R1, offering a highly customizable and secure knowledge management workflow.
Hello-Agents is a systematic educational project by Datawhale dedicated to building AI Native Agents from scratch. It bridges the gap between basic LLM theory and practical implementation, covering classic paradigms like ReAct, Plan-and-Solve, and Reflection. The project features a self-developed lightweight framework, 'HelloAgents', and provides deep dives into advanced topics such as Memory, Context Engineering, MCP (Model Context Protocol), and Agentic RL. Through real-world cases like travel assistants and cyber towns, it empowers developers to master the full lifecycle of designing, training, and deploying multi-agent systems.
Odysseus is a self-hosted, privacy-first AI workspace designed to offer an experience similar to ChatGPT and Claude but running entirely on your own hardware. It features robust capabilities including chat with local or API models, autonomous agents with tool access (MCP, opencode), multi-step deep research, blind model comparison, and AI-assisted document editing. Additionally, it integrates a persistent memory and skills system via ChromaDB, an AI-triaged email client, and a 'Cookbook' for automated local model deployment.
Vibe-Trading is an open-source personal trading AI agent developed by HKUDS. It utilizes a connector-first architecture to seamlessly integrate traditional and crypto brokers like IBKR, Robinhood, and Binance, providing capabilities from data fetching to mandate-gated order execution. Key features include Model Context Protocol (MCP) support, multi-agent Swarm orchestration, a Research Goal runtime for long-term tasks, and strict backtest benchmarking. It ensures secure trading via built-in safety guards like a filesystem kill switch and execution mandates, offering interactive CLI, Web UI, and REST API interfaces.
Mermaid is a JavaScript-based diagramming and charting tool that uses Markdown-inspired text definitions to create and modify complex diagrams like flowcharts, sequence diagrams, and Gantt charts. Its primary purpose is to solve the "Doc-Rot" problem by helping documentation seamlessly catch up with development. Because it relies on simple text, the diagrams are highly suitable for version control systems. It offers a web-based Live Editor for easy creation and is natively integrated into major platforms like GitHub.
Open-LLM-VTuber is an open-source, voice-interactive AI companion featuring real-time conversations, visual perception, and dynamic Live2D avatars. Operating fully offline on Windows, macOS, and Linux, it ensures absolute privacy. It provides both web and desktop clients, including a unique transparent background desktop pet mode. Integrating various LLMs, ASR, and TTS solutions, it allows for deep customization of your AI companion's persona, voice, and appearance.
HexStrike AI is an advanced MCP server that empowers AI agents like Claude and GPT to autonomously execute penetration testing and cybersecurity workflows. It seamlessly bridges LLMs with offensive capabilities by integrating over 150 security tools and 12+ autonomous agents. Powered by an intelligent decision engine, it dynamically analyzes targets, selects optimal testing strategies, orchestrates multi-step attack chains, and generates real-time visual vulnerability reports.
lowfat is a lightweight CLI tool designed to reduce AI token costs by filtering out unnecessary and verbose command-line output before it reaches your AI agents. It intercepts common commands like git, docker, and ls, condensing the raw text without losing core signals. Key features include local-first execution with zero telemetry, UNIX-style composability, and customizable compression levels (lite, full, ultra). It seamlessly integrates with AI agent environments such as Claude Code, OpenCode, and Pi.
Astro is a modern website build tool that combines a powerful developer experience with lightweight output. It allows developers to build UI components with frameworks like React, Vue, or Svelte, rendering them to zero-JS HTML by default. JavaScript is only loaded when strictly needed. Astro is perfect for building content-driven websites such as blogs, documentation, and marketing pages.
nono is a capability-based, policy-governed runtime for AI agents. Fitting perfectly between giving agents full host access and sealing them in VMs, it grants agents narrowly scoped access to necessary host resources. These composable policies are strictly enforced via OS-kernel primitives like Landlock and Seatbelt. Its key features include secure proxy credential injection without exposing API keys, allowlist-based network filtering, content-addressable filesystem snapshots for secure rollbacks, and comprehensive audit logs.
html-anything is a local-first, agentic HTML editor built for the AI era. Instead of writing Markdown, it leverages your existing local AI coding agents (like Claude Code, Cursor, and 6 others) with zero extra API keys required. It instantly transforms raw inputs into production-ready, beautifully designed single-file HTML. Driven by 75 composable skill templates across multiple deliverable surfaces—including editorial decks, social cards, posters, and web prototypes—it ensures the generated artifact is publication-ready. Features include one-click export to WeChat, X, Zhihu, or download as HTML/PNG.
Impeccable is a design guidance tool for AI coding agents, evolving from Anthropic's frontend-design skill to eliminate generic AI-generated UIs. It equips AI assistants with 1 core skill, 23 design commands (like critique, polish, and audit), and 41 deterministic detector rules to spot anti-patterns. By setting up context via init commands, it guides models to produce high-quality, brand-aligned frontend code. It also includes an LLM-free CLI scanner and supports live browser visual iteration.
K3s is a fully conformant, production-ready, and lightweight Kubernetes distribution. It packages all necessary components into a single binary of less than 100 MB and drastically reduces the memory footprint by running multiple components inside a single process. K3s removes in-tree storage drivers and cloud providers, using SQLite as the default datastore while bundling containerd, Traefik, and Flannel out of the box. It is highly optimized for Edge, IoT, CI/CD, ARM, and local development environments.
whichllm is a CLI tool that auto-detects your hardware to recommend the best HuggingFace LLMs that actually fit and run efficiently. Rather than just finding the largest model that fits in VRAM, it intelligently ranks models using real benchmark scores, quantization penalties, and estimated inference speed. It also features GPU simulation, reverse hardware planning, one-command chat execution, and Python snippet generation.
HowToLiveLonger is an open-source lifestyle guide tailored for programmers to reduce All-Cause Mortality (ACM) and extend life expectancy. Created by the developer of MetaGPT, it analyzes extensive medical literature to quantify the impact of daily habits—such as diet, hydration, exercise, and sleep—on human lifespan. By providing actionable, data-driven recommendations, this geek-style repository helps tech professionals scientifically optimize their health for a robust and longer life.
SIA (Self-Improving AI) is an open-source framework designed to autonomously improve AI performance on benchmark tasks through an iterative loop. It operates by coordinating three main agents: a Meta-Agent that creates a task-specific Target Agent, the Target Agent that executes tasks and records logs, and a Feedback Agent that reviews performance to refine and update the Target Agent. SIA features a live web dashboard to visualize generations, supports multiple LLM providers including Anthropic, OpenAI, and Gemini, and seamlessly integrates with custom datasets like MLE-Bench competitions.
Horizon is a personal AI-powered news radar that fetches, deduplicates, scores, and filters stories from Hacker News, Reddit, RSS, Telegram, and more. Powered by major LLMs including OpenClaw, it enriches news with web-researched background context and community discussions. It transforms daily information noise into highly readable, bilingual (English and Chinese) daily briefings. You can fully customize your sources and thresholds, and seamlessly deliver the final digests via GitHub Pages, Emails, Webhooks (Feishu/Slack), or MCP.
aisuite is a lightweight Python library by Andrew Ng's team that simplifies building with LLMs. It provides a unified Chat Completions API across multiple providers (OpenAI, Anthropic, Google, Ollama, etc.) and a robust Agents API with prebuilt toolkits, policies, and native Model Context Protocol (MCP) support. It also features OpenCoworker, a desktop AI coworker that automates everyday tasks, reads files, and generates reports locally or via APIs.