Ecosystem Products

Wiseflow (openclaw_for_business) is a business-oriented Multi-Agent System (MAS) built on OpenClaw, designed to operate 24/7 as a virtual digital workforce. Moving beyond standard personal assistants, it provides specialized "Crews" such as sales customer service, media operators, and IT engineers. Key highlights include autonomous multi-agent collaboration for seamless problem-solving, a built-in Patchright anti-detection browser, zero-cost Smart Search, and a non-intrusive Addon architecture ensuring full compatibility with upstream OpenClaw.

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.

Plane is an open-source, modern project management tool designed as a streamlined alternative to Jira and Linear. It helps cross-functional teams track issues, run sprint cycles, and manage product roadmaps effortlessly. Key features include customizable Work Items, rich-text Pages enhanced with AI capabilities, structured Cycles and Modules, and real-time Analytics. With both Plane Cloud for instant setup and Docker/Kubernetes options for self-hosting, it ensures complete data flexibility. Available across web, desktop, and mobile platforms.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

Crawl4AI is an open-source, LLM-friendly web crawler and scraper by unclecode, specifically designed to turn web pages into clean, structured Markdown for RAG, AI agents, and data pipelines. Powered by a fast async browser pool, it features advanced anti-bot detection, Shadow DOM flattening, and dynamic content extraction. Seamlessly integrating with various LLMs, Crawl4AI enables highly accurate structured data extraction. It offers full browser control, stealth mode, and flexible deployment via Python, CLI, or Docker, providing a robust and cost-effective data extraction solution.

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.

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.

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.

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.

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.

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.

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.

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.

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.

Anytype is a local-first, peer-to-peer, and end-to-end encrypted personal knowledge base that serves as your digital brain. Built with Electron and TypeScript, it allows users to gather, connect, and remix information using composable blocks like databases and kanbans. Its core strength lies in offline-first capabilities and zero-knowledge encryption powered by any-sync. It is highly extensible via a gRPC API and AI Agents, ensuring private data synchronization.

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.

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.

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.

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.

NocoBase is an open-source AI and no-code platform designed to build robust business systems quickly. It effectively combines production-proven infrastructure with a WYSIWYG visual interface. Coding agents like OpenClaw and Cursor can collaborate with users via a full CLI and specialized skills. Furthermore, built-in AI employees seamlessly integrate into internal workflows to execute tasks within fine-grained permission boundaries. Driven by a microkernel plugin architecture, it ensures a highly reliable and self-hosted environment.

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.

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.

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.

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.

OrbStack is a fast, lightweight, and user-friendly native macOS application designed as a supercharged alternative to Docker Desktop and WSL. It provides a highly optimized environment for running Docker containers, Kubernetes clusters, and various Linux distributions. OrbStack stands out with its lightning-fast 2-second startup, minimal CPU and memory footprint, and battery-friendly performance. It features deep integration with the native file system and CLI, automatic domain name resolution, and Rosetta emulation, enabling developers to build and manage containers effortlessly.

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.

AltTab is a highly popular macOS productivity tool that brings the classic Windows Alt-Tab window-switching experience to Mac. Unlike the native macOS switcher, which only cycles between applications, AltTab enables users to seamlessly switch between individual windows across all open apps. It drastically improves multitasking by displaying live window thumbnails and offering extensive customization. Features include multiple layout styles, configurable keyboard shortcuts, multi-monitor support, and Spaces integration. Recently shifting to a freemium model with a Pro tier, AltTab continues to be an essential workflow enhancement for power users and those transitioning from Windows.

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.

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.

Higress is a cloud-native and AI-native API gateway open-sourced by Alibaba, built on Istio and Envoy. It unifies traffic, microservice, and security gateways into one architecture, extensible via multi-language Wasm plugins. Higress excels in AI scenarios by connecting seamlessly with mainstream LLMs, offering multi-model load balancing, token rate limiting, and AI observability. Furthermore, it natively hosts Remote MCP (Model Context Protocol) servers, empowering AI Agents to securely invoke tools with fine-grained limits.

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.

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.

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.

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.

Runtime

Unknown

Startup

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.

Cleo

Unknown

Startup

Originally a popular default agent persona in the OpenClaw ecosystem, Cleo has evolved into a dedicated AI Product Manager built for founders and lean teams. Created to overcome OpenClaw's limitations in multi-user collaboration, it lives natively inside Telegram, Slack, and Linear. Cleo learns your team's tone and handles routine PM tasks like standups and follow-ups. Its standout feature is a fully transparent, non-black-box memory system with five trust levels, allowing users to inspect the source and confidence of any learned fact and manually correct it.

Tycoon AI

Unknown

Startup

Tycoon AI is an innovative SaaS platform enabling solo founders to run an entire company using AI agents. Powered by an AI CEO named Astra and over 10 out-of-the-box specialized agents (e.g., CMO, CTO), it automates operations end-to-end. Users provide a high-level goal, and Astra autonomously plans workflows, assigns tasks, tracks progress, and seeks human approval for critical decisions. Unlike self-hosted ecosystems like OpenClaw, Tycoon requires no coding or API keys.

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.

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.

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.

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.

Runtime

Unknown

Startup

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.

Cleo

Unknown

Startup

Cleo is an AI product manager agent tailored for founders and lean teams. Developed by a power user who recognized OpenClaw's limitations in team PM roles, Cleo addresses the black-box memory issue. It lives directly in Telegram, Slack, and Linear. Its core innovation is a transparent, white-box memory system with five trust levels, allowing users to verify and correct any learned fact. Corrections turn into permanent rules, enabling Cleo to autonomously run standups and track follow-ups.

Gemini Omni

Unknown

Startup

Introduced at Google I/O 2026, Gemini Omni is Google DeepMind's unified multimodal AI video model, dubbed the 'Nano Banana for video'. It processes any combination of text, images, audio, and video inputs to generate high-quality, physics-grounded video content. Its standout feature is conversational multi-turn video editing, allowing users to seamlessly edit scenes, swap backgrounds, generate native audio, and maintain character consistency using AI avatars via simple chat instructions.

Tycoon AI

Unknown

Startup

Tycoon AI is an innovative SaaS platform empowering solo founders to run an entire company using a team of AI agents. Governed by an AI CEO named Astra, it provides over 10 out-of-the-box virtual specialists for roles like engineering, marketing, and operations. Users simply input high-level KPIs, and Astra autonomously generates plans, delegates tasks, and tracks progress, requesting human approval only for critical decisions. It requires no coding or API keys.

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.

AnySearch Skill is a unified real-time search engine skill designed for AI agents. It supports general web search, vertical domain search, parallel batch search, and full-page content extraction. The skill provides CLI scripts for Python, Node.js, PowerShell, and Bash, enabling agents to auto-detect and persist the optimal runtime environment. It offers out-of-the-box anonymous access, with an optional API key configuration for higher rate limits.

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.

PinMe is a zero-config CLI tool by glitternetwork, designed for one-command creation and deployment of full-stack projects. It enables developers to quickly launch applications with an integrated frontend, Worker backend, and database without tedious setup. Built with native AI Agent workflow support, it also provides utilities for IPFS static uploads, CAR file management, and Web3 domain binding.

Jest is a delightful, comprehensive JavaScript testing framework that works out-of-the-box for most projects with minimal configuration. Originally developed by Facebook, it provides an exceptional developer experience by offering instant feedback through a fast, interactive watch mode that only executes tests related to recently changed files. Furthermore, Jest features built-in snapshot testing to easily capture and track changes in large objects or UI components over time. With robust support for modern toolchains like Babel, Vite, webpack, Parcel, and TypeScript, Jest serves as a highly versatile and reliable testing solution for modern web applications.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

Agent-S is an open-source framework by Simular AI designed for autonomous computer interaction via an Agent-Computer Interface (ACI). Its latest version, Agent S3, is the first to surpass human-level performance on the OSWorld benchmark with a score of 72.60%. The system operates by pairing high-level reasoning models with specialized grounding models like UI-TARS, enabling it to perform complex tasks across Windows, macOS, Linux, and Android. It features local code execution and the ability to learn from past experiences.

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.

html-anything is an agentic HTML editor for the AI era, transforming drafts into high-quality, reader-ready HTML. Built on the open-design framework, it detects 8 local coding-agent CLIs (e.g., Claude Code, Cursor, Aider) to generate polished deliverables across 9 surfaces, including magazines, decks, and posters, using 75+ skill templates. It features a local-first architecture, requiring zero additional API keys by reusing existing agent sessions. The tool ensures professional output with one-click export to platforms like WeChat and X.

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.

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.

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.

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.

Obscura is a high-performance headless browser engine built in Rust, optimized for AI agents and web scraping. It embeds the V8 engine directly and supports the Chrome DevTools Protocol (CDP), serving as a drop-in replacement for Puppeteer and Playwright. It features a minimal footprint (~30MB memory), built-in stealth mode for anti-fingerprinting, and native Model Context Protocol (MCP) support, enabling seamless integration into AI agent ecosystems like Claude and Cursor for automated browsing tasks.

WebVM is a server-less virtual Linux environment running entirely client-side in the browser via WebAssembly. Powered by the CheerpX engine, it features an x86-to-Wasm JIT compiler and Linux ABI compatibility to run unmodified Debian/Alpine distributions. It includes seamless Tailscale networking and built-in Claude AI integration, enabling LLM-powered assistance for terminal tasks, CTF challenges, and development workflows within a safe, sandboxed execution environment.

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.

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.

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.

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.

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.

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.

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.

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.

A Go implementation of the Model Context Protocol (MCP), enabling seamless integration between LLM applications and external data sources and tools.

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🤖 A client-first, server-capable, fully type-safe router and full-stack framework for the web (React and more).

A framework for few-shot evaluation of language models.

A set of ready to use Agent Skills for research, science, engineering, analysis, finance and writing.

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.

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.

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.

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.

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.

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.

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.

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.

DocuSeal is an open-source platform for secure digital document signing and processing. It features a mobile-optimized, WYSIWYG PDF form builder with 12 field types, enabling users to create, fill, and sign documents on any device. Key capabilities include automated SMTP emails, multi-cloud storage support (AWS S3, Google Storage, Azure), and PDF signature verification. With robust API and Webhook support, it allows seamless integration of signing workflows into web and mobile applications while ensuring security and compliance.

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.

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.

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.

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.

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.

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.

Meetily is a privacy-first, open-source AI meeting assistant designed to capture, transcribe, and summarize meetings entirely on local infrastructure. Built with Tauri, it ensures data sovereignty by processing sensitive information without cloud dependency. It supports real-time transcription via Whisper models and allows flexible summary generation using local LLMs (Ollama) or external APIs. Meetily offers cross-platform support with built-in GPU acceleration for high-performance meeting intelligence.

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.

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.

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.

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.

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.

neuDrive is a personal hub for AI identity, memory, and trust. It serves as a central interface for various agents like Claude, ChatGPT, and Cursor to share profile data, preferences, and skills without rebuilding context on every platform. It features cross-platform connections via MCP, secret vault management, and agent collaboration. Users can choose between a hosted service at neudrive.ai or a self-hosted deployment with private GitHub backup support.

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.

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.

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.

JeecgBoot is an enterprise-grade AI low-code platform built on SpringBoot 3 and Vue 3. It features a unique 'Low-code + No-code' dual-mode architecture. With its 'AI Skills' natural language programming capability, users can generate full-stack code, BPMN flows, and dashboards via simple prompts. The platform integrates an AI application management system similar to Dify, supporting RAG, knowledge bases, and multi-LLM integration (DeepSeek, ChatGPT, etc.). It provides robust security, multi-tenancy, and high-performance visualization tools.

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.

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.

AiToEarn is an AI-powered content marketing agent tailored for One-Person Companies (OPC) and creators. It automates the full content lifecycle across 10+ global platforms through its core modules: Monetize, Publish, Engage, and Create. Fully compatible with the MCP protocol and the OpenClaw ecosystem, it enables users to automate cross-platform distribution, intelligent interaction, and monetize influence directly within the OpenClaw environment via dedicated plugins.

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.

Hyperframes is an open-source video rendering framework by HeyGen, purpose-built for AI agents. It enables creating, previewing, and rendering video compositions using standard HTML, CSS, and GSAP. By leveraging headless Chrome and FFmpeg, it ensures deterministic, frame-accurate output without the overhead of React. Designed with an AI-first mindset, it integrates with tools like Claude Code and Cursor via dedicated skills, allowing agents to author professional videos through natural language.

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.

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.

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.

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.

Career-Ops is an open-source, multi-agent job search command center that transforms AI CLIs into a high-performance recruitment pipeline. It functions as a sophisticated filter rather than a mass-application tool, evaluating job listings across 10 weighted dimensions with an A-F scoring system. The system automates portal scanning (45+ companies), generates ATS-optimized tailored PDFs via Playwright, and organizes applications through a Terminal UI (TUI). Native support for Claude Code and Gemini CLI allows for agentic reasoning, personalized resume adaptation, and the creation of an interview 'Story Bank'.

Langflow is a versatile platform for building and deploying AI-powered agents and workflows. It features a visual builder interface for rapid prototyping, combined with built-in API and MCP servers for seamless integration. Supporting major LLMs and vector databases, Langflow allows multi-agent orchestration and conversation management. Developers can customize components with Python and use an interactive playground for testing. It’s designed to be enterprise-ready with observability integrations like LangSmith.

mcp-use is a fullstack MCP framework designed to build interactive MCP Apps and Servers for AI Agents like ChatGPT and Claude. It provides TypeScript and Python SDKs, enabling developers to create 'write once, run everywhere' UI widgets. The ecosystem includes an integrated MCP Inspector for debugging and Manufact MCP Cloud for production deployment with full observability, metrics, and logs, simplifying the creation of interactive AI components.

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.

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.

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%.

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.

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.

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.

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.

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.

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.

Codex Pets

Unknown

Startup

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.

Monid 2.0

Unknown

Startup

Monid 2.0 serves as an 'OpenRouter for agent tools,' providing a unified API layer for AI agents to discover, compare, and pay for over 200 premium tools on demand. It simplifies agent development by eliminating the need for multiple subscriptions and manual API key management. Seamlessly integrated into the OpenClaw ecosystem and supporting the Model Context Protocol (MCP), Monid 2.0 enables agents to autonomously access data from social platforms, e-commerce, and blockchain via a single balance and unified skill interface.

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.

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.

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.

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.

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.

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.

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.

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.

anarlog, developed by the fastrepl team, is an open-source, local-first AI meeting notetaker with a strong focus on privacy. It performs on-device speech transcription and securely saves meeting notes as Markdown files on the user's local disk. Users can integrate their preferred Large Language Models (LLMs) such as OpenAI, Anthropic, or Gemini-compatible providers, ensuring complete data ownership and eliminating cloud lock-in. While the core application is free and open-source, certain optional cloud-powered features may require payment.

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.

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.

TradingAgents-CN is a multi-agent and large language model (LLM) based stock analysis and learning platform, specifically enhanced and localized for Chinese users. Built upon the Tauric Research TradingAgents framework, it offers a comprehensive localized learning center and supports data analysis for A-shares, Hong Kong, and US stocks. The platform features a modern web application with a FastAPI backend and Vue 3 frontend, utilizing MongoDB and Redis for high-performance data management. Its purpose is to help users systematically learn and research compliant AI-driven stock analysis and strategy experimentation using multi-agent frameworks and LLMs, strictly for educational and research purposes without providing live trading instructions.

Scrapling is an adaptive web scraping framework designed for modern web data extraction, handling tasks from single requests to full-scale crawls. It features an intelligent parser that adapts to website layout changes, automatically relocating elements. The framework's fetchers can bypass common anti-bot systems like Cloudflare Turnstile. Scrapling also provides a robust spider framework for concurrent, multi-session crawls, complete with pause/resume functionality and automatic proxy rotation, all implemented with minimal Python code. It aims for high performance with real-time stats and streaming capabilities.

Anthropic's collection of intelligent agents, skills, and data connectors for the financial services industry, designed to accelerate core financial workflows such as investment banking, equity research, private equity, and wealth management. Available as a Claude Cowork plugin or via the Claude Managed Agents API, it assists analysts in drafting financial models, memos, research notes, and reconciliations. All outputs require human review and do not provide investment recommendations or execute transactions, focusing on augmenting professionals' analytical work with Claude's capabilities.

Open Design is an open-source alternative to Claude Design, serving as a local-first, web-deployable AI design engine. It transforms 15 existing coding-agent CLIs, auto-detected on the user's PATH, into powerful design tools by integrating them with 31 composable skills and 72 brand-grade design systems. The product doesn't ship its own agents but rather wires existing ones into a locally running, skill-driven design workflow, supporting Bring Your Own Key (BYOK) for generating deployable design artifacts.

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.

"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.

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.

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.

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.

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.

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.

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.

ai-cli is a lightweight, agent-native command-line interface (CLI) developed by Vercel Labs, designed to generate images, video, and text directly from your terminal. It leverages the Vercel AI SDK and AI Gateway for unified access to a wide array of AI models. The tool features straightforward commands, supports stdin piping for chaining operations, and offers predictable artifact outputs, including inline previews of generated media in compatible terminals.

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.

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.

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.

"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.

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.

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.

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.

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.

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.

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.

pandaprobe

chirpz-ai

Open Source

PandaProbe is an open-source AI agent engineering platform by Chirpz AI that helps teams collaboratively trace, evaluate, monitor, and debug AI agents. It works by capturing full agent execution workflows—including LLM calls, tool usage, and custom logic—as granular traces. Featuring an asynchronous architecture backed by Redis and LiteLLM, it facilitates robust LLM-as-a-judge evaluations to track quality regressions. Offering both a freemium cloud tier and self-hosted Docker deployment, it integrates seamlessly with major agentic frameworks.

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.

SafeLine is a self-hosted Web Application Firewall (WAF) by Chaitin Tech, designed to protect web applications by filtering and monitoring HTTP/S traffic. It functions as a reverse proxy, employing intelligent semantic analysis algorithms for high accuracy and low false positives against attacks like SQL injection, XSS, and code injection. Features include DDoS protection, anti-bot capabilities, dynamic HTML/JS code encryption, IP-based rate limiting, and web access control, offering comprehensive and easy-to-deploy security.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

Architecture Diagram Generator is an AI skill developed by Cocoon-AI for Claude.ai, designed to quickly generate professional architecture diagrams from text descriptions. Users simply describe their system architecture in plain English, and Claude produces a beautiful, dark-themed, standalone HTML diagram file in seconds, requiring no design skills. It supports rapid iteration, allowing users to modify diagrams via chat commands, and easily share the single HTML output without additional software.

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.

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.

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.

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.

Flyte 2 is an open-source orchestration platform for reliably managing machine learning pipelines, models, and agents at scale, written entirely in Python. It enables developers to define and execute complex ML workflows, from task execution to model serving with tools like FastAPI, offering a robust local development experience. As a Graduated project of the LF AI & Data Foundation, its Kubernetes-native backend will support distributed deployments and enterprise-grade applications.

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.

WeKnora is an open-source, LLM-powered knowledge framework developed by Tencent, designed for enterprise-grade document understanding, semantic retrieval, and autonomous reasoning. It integrates RAG (Retrieval-Augmented Generation) for quick Q&A, employs a ReAct Agent for complex multi-step tasks, and introduces an innovative Wiki Mode that distills raw documents into a self-maintaining, interlinked Markdown knowledge base with an interactive knowledge graph. It supports multi-source data ingestion (Feishu, Notion, Yuque, etc.), integrates with over 20 LLM providers, offers Langfuse observability, and supports self-hosted deployments, aiming to transform scattered documents into a queryable, reasoning-capable, and continuously evolving knowledge asset.

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.

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.

DeepSeek TUI is a terminal-native coding agent designed for DeepSeek V4 models, featuring 1M-token context, thinking-mode reasoning, and full tool-use capabilities. It operates entirely within the terminal, providing DeepSeek models direct access to the user's workspace for file operations, shell execution, web search, Git management, and sub-agent orchestration. Key characteristics include native RLM for parallel reasoning, real-time chain-of-thought streaming, 1M-token context handling, and three interaction modes (Plan, Agent, YOLO), along with session saving, workspace rollback, and live cost tracking.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

RisingWave is an event streaming platform for agentic AI. It continuously ingests data from databases, event streams, and webhooks, processes it incrementally, and serves fresh results at low latency. It replaces the traditional event streaming stack (e.g., Debezium + Kafka + Flink + serving DB) with a single system, providing unified data ingestion, processing, serving, and storage to ensure always fresh and low-latency queryable data.

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.

Meetily by Zackriya-Solutions is a privacy-first AI meeting assistant that captures, transcribes, and generates AI-powered summaries of meetings entirely on the user's local device. It ensures complete data sovereignty by keeping all sensitive information processed locally, without sending it to the cloud. Utilizing open-source AI models, it is cost-effective, flexible, and customizable, supporting macOS, Windows, and Linux platforms. Meetily offers a free and open-source Community Edition, alongside a more feature-rich paid PRO version and Enterprise solution, tailored for professionals and enterprises prioritizing privacy, compliance, and data control.

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.

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.

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.

Warp is a modern terminal designed for coding with AI agents, offering a contemporary UI and advanced code editing features. It integrates with its state-of-the-art built-in agent, Oz, and supports other CLI coding agents. Oz functions as an orchestration platform for cloud agents, enabling users to deploy unlimited, parallel, programmable, auditable, and steerable agents for task automation and parallel execution in the cloud.

Context7, developed by Upstash, is a platform designed to provide Large Language Models (LLMs) with up-to-date, version-specific code documentation. It solves the problem of LLMs generating outdated, hallucinated, or generic code examples by injecting real-time, source-driven documentation and code examples directly into the LLM's context. Context7 supports both CLI + Skills and MCP (Multi-Client Protocol) modes, ensuring that developers' AI coding assistants always access accurate and current information, thereby improving the quality and reliability of code generation.

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.

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.

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.

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.

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.

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.

Jet AI Agents

Unknown

Startup

Jet AI Agents is a no-code visual platform designed for teams to easily build and deploy AI-powered business applications and agents. It integrates with over 200 tools and data sources, enabling automated workflows and actions within messaging platforms like Slack, WhatsApp, and Telegram. The platform empowers non-technical users to create trustworthy AI agents that not only display data but also take real actions, optimizing efficiency across marketing, sales, operations, and support departments.

Plurai

Unknown

Startup

Plurai is an innovative AI evaluation and guardrail platform for developers and AI teams, focusing on building reliable, safe, and policy-compliant AI agents. It transforms AI agents into trusted, continuously improving production systems through simulation-driven evaluation, protection, and optimization. Utilizing "vibe training," Plurai enables defining AI behaviors without traditional labeled data or prompt engineering, automatically generating, validating, and deploying custom models to enhance production readiness and security.

Clera

Unknown

Startup

Clera is an AI-powered talent agent designed to revolutionize the job search for startup roles. It uses conversational AI to understand candidates' career goals, preferences, and dealbreakers, proactively matching them with high-growth startup positions. Clera facilitates direct introductions to hiring managers, eliminating traditional application processes and offering a personalized, efficient, and "no ghosting" job-seeking experience.

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.

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.

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.

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.

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.

TuriX-CUA by TurixAI is an AI-driven desktop automation agent that enables powerful AI models to perform real, hands-on actions directly on your desktop. It features a state-of-the-art computer-use agent (CUA), achieving an 80% success rate on OSWorld-style Mac benchmarks. TuriX is 100% open-source and free for personal and research use, allowing users to swap in their own models. The latest TuriX SuperPower combines CUA and CLI workflows for everyday office and coding automation, facilitating a continuous flow between GUI actions and CLI precision.

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.

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.

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.

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.

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.

The official repository for the book 'Build a Large Language Model (From Scratch)' by Sebastian Raschka. It provides a comprehensive, step-by-step guide to developing, pretraining, and finetuning a GPT-like LLM from the ground up. By using pure PyTorch instead of high-level LLM libraries, it explains the inner workings of components like attention mechanisms and transformer blocks. The project includes end-to-end pipelines for pretraining on unlabeled data and finetuning for instruction-following, designed to be accessible on standard consumer hardware.

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.

GOWA - WhatsApp REST API with support for UI, Multi Account, Webhooks, and MCP, and Chatwoot. Built with Golang for efficient memory use.

agent-sandbox enables easy management of isolated, stateful, singleton workloads, ideal for use cases like AI agent runtimes.

OpenHuman is an open-source agentic assistant designed for privacy and high performance. It features a UI-first desktop experience with 118+ integrations (Gmail, Notion, Slack, etc.) and a 20-minute auto-fetch loop that syncs data into a local 'Memory Tree'. Utilizing TokenJuice for up to 80% token compression, it optimizes costs while maintaining context. It includes a reactive mascot for meetings, native voice support, and an Obsidian-compatible knowledge base, offering a persistent, local-first intelligence that learns from your activity without a manual setup period.

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.

LobeHub is a collaborative workspace designed for the co-evolution of humans and AI agents. It treats agents as the fundamental unit of work, allowing users to find, build, and coordinate agent teammates. Key highlights include the integration of the Model Context Protocol (MCP) for seamless tool connectivity, a library of over 10,000 skills, and structured, editable 'white-box' memory. LobeHub supports multi-model services, visual recognition, and complex workflows like projects and workspaces, providing a highly customizable and open-source environment for AI productivity.

Beezi AI

Unknown

Startup

Beezi AI is an AI orchestration platform designed for software development teams, aiming to provide a structured, secure, and cost-efficient AI-driven development workflow. It seamlessly integrates with existing developer tools like GitHub, Jira, and Slack, offering intelligent code generation, smart model routing, and real-time cost tracking to optimize delivery, reduce AI expenditure, and enhance overall engineering quality. The platform helps clarify tickets for better AI prompts and manages AI impact.

Ask Product Hunt AI

Unknown

Startup

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.

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.

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.

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.

AnyCrawl by any4ai is a high-performance crawling and scraping toolkit designed for the AI ecosystem. It supports various crawling tasks, including multi-engine SERP crawling, single-page content extraction, and full-site traversal. The tool achieves high performance through multi-threading and multi-process capabilities, handling batch tasks efficiently. A key feature is its LLM-powered structured data (JSON) extraction from web pages, making it highly AI-friendly, easy to integrate and use via API calls or self-hosting. AnyCrawl also offers multiple rendering engines like Cheerio, Playwright, and Puppeteer, alongside cache control.

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.

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.

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.

Browser-Use is a powerful AI-driven browser automation tool that enables users to automate web interactions, data extraction, and complex tasks via natural language or Python code. It offers an open-source agent for local deployment and a more robust cloud agent service, featuring stealth browsing, proxy rotation, and advanced integrations to significantly enhance automation efficiency and accuracy.

Oh-my-mermaid (omm) is an AI-powered architecture documentation generation tool designed to bridge the gap between AI-written code and human understanding. It analyzes codebases to generate various 'perspectives' (e.g., structure, data flow, integrations), each containing a Mermaid diagram and detailed documentation fields. It recursively analyzes nodes, representing complex components as nested elements reflected in the filesystem. Omm provides an interactive viewer to help developers clearly and intuitively understand their codebase's architecture, and integrates with various AI coding tools like OpenClaw.

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.

Voice-Pro by ABUS-AIKOREA is a powerful AI-driven desktop web application designed for multimedia content creation and processing. It integrates YouTube video downloading, voice separation, advanced speech recognition, multilingual translation, and text-to-speech capabilities. The tool supports zero-shot voice cloning and multilingual TTS, offering a comprehensive solution for content creators, researchers, and multilingual professionals. Utilizing core technologies like Whisper series, F5-TTS, E2-TTS, and CosyVoice, it provides high-quality speech recognition, cloning, and translation services.

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.

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.

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.

Omi is an open-source "second brain" application designed to capture screen activity and conversations in real-time, transcribing them and generating summaries and action items. It features an AI chat interface that remembers everything the user has seen and heard, providing context-aware and personalized interactions. The product supports desktop, mobile devices, and wearables, complemented by proprietary hardware.

screenshot-to-code is an AI-powered tool that converts screenshots, mockups, and Figma designs into clean, functional code. It supports various frontend tech stacks, including HTML/CSS/Tailwind, React/Tailwind, and Vue/Tailwind. The tool integrates leading AI models such as Gemini 3, Claude Opus 4.5, and the GPT series, with DALL-E 3 or Flux Schnell for image generation. It also offers experimental support for converting website screen recordings into functional prototypes. Users can run it via self-hosting or utilize its paid hosted version.

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.

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.

Browser Harness is a thin, self-healing CDP (Chrome DevTools Protocol) tool that connects an LLM directly to a real browser, granting agents complete freedom without rigid middleware frameworks. Its standout feature is self-improvement: during execution, the agent automatically writes missing helper functions on the fly and generates reusable, site-specific domain skills. Operating via a single WebSocket, it supports both local debugging and headless deployment, integrating seamlessly with Browser Use Cloud for stealth capabilities, proxies, and captcha solving.

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.

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.

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.

Paper2Code is a tool powered by PaperCoder, a multi-agent Large Language Model (LLM) system, designed to automate the generation of executable code repositories directly from machine learning scientific papers. It employs a three-stage pipeline—planning, analysis, and code generation—each managed by specialized agents. This method has shown superior performance on Paper2Code and PaperBench benchmarks, producing faithful and high-quality implementations, supporting both OpenAI API and open-source models via vLLM.

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.

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.

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.

Everything Claude Code is a performance optimization system for AI agent harnesses, developed by an Anthropic hackathon winner. It offers a complete agent ecosystem including production-ready skills, instincts, memory optimization, continuous learning, security scanning, and research-first development. The system supports various major AI agent harnesses like Claude Code, Codex, Cursor, OpenCode, and Gemini, and has been iterated and validated through over 10 months of intensive daily use. It features a Tkinter-based desktop dashboard and supports multi-language rules and agents.

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.

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.

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.

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.

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.

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.

"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.

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.

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.

Fincept Terminal is a state-of-the-art financial intelligence desktop application developed by Fincept-Corporation. Built with pure native C++20, it leverages Qt6 for UI and rendering and embeds Python for advanced analytics, delivering Bloomberg-terminal-class performance in a single native binary. The platform offers CFA-level financial analytics, AI automation, and extensive data connectivity, supporting features like equity research, portfolio management, real-time news, and visual workflows.

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.

👻 Ghostty is a fast, feature-rich, and cross-platform terminal emulator that uses platform-native UI and GPU acceleration.

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.

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.

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.

Chroma is an open-source data infrastructure for AI, specifically designed for building LLM applications. It simplifies vector database operations by automatically handling document tokenization, embedding, and indexing. Users can add, update, delete, and query documents via a simple API, supporting vector, hybrid, and full-text search with flexible filtering options based on metadata and document content. It offers both local deployment and a scalable cloud service, Chroma Cloud.

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.

Playwright CLI is a command-line interface developed by Microsoft, specifically designed for AI coding agents to perform browser automation. It achieves higher token efficiency than traditional Playwright MCP by utilizing concise CLI commands and installable skills, avoiding the loading of large tool schemas and verbose accessibility trees into the model context. This makes it ideal for high-throughput coding agents that need to balance browser automation with large codebases, tests, and reasoning within limited context windows. It supports multiple browsers, session management, and a visual monitoring dashboard.

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.

headscale, developed by juanfont, is an open-source, self-hosted implementation of the Tailscale control server. It empowers self-hosters and hobbyists to deploy their own secure overlay networks leveraging the robust WireGuard protocol. By running your own control plane, headscale offers complete sovereignty over key exchange, IP address management, and access control for your devices, mirroring the core functionality of Tailscale. Designed for a single 'tailnet,' it's ideal for personal projects, labs, or small open-source organizations seeking a private, secure, and easily manageable VPN solution without relying on a third-party hosted service.

Lux is a fast and simple video download library and CLI tool built with Go, designed to offer an efficient and user-friendly experience for acquiring online videos. It seamlessly handles tasks such as downloading single videos, processing entire playlists, and directly fetching general web resources. Lux supports a wide range of platforms and incorporates advanced features like resume capabilities, multi-threaded downloads, proxy support, and specific video quality selection, making it an ideal professional-grade solution for both developers and general users.

Sniffnet, developed by GyulyVGC, is a powerful yet intuitive cross-platform application designed to comfortably monitor your internet traffic. It provides users with a reliable way to inspect network activities, offering features like selecting specific network adapters, applying custom filters, and viewing real-time traffic statistics and charts. Sniffnet enables detailed analysis, including identifying local network connections, discovering geographical locations of remote hosts, and resolving domain names and ASNs. As a free and open-source solution, it ensures broad accessibility and supports over 20 languages, making advanced network monitoring easy for a global audience.

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.

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.

Maxun is a powerful, open-source, no-code platform designed to transform any website into structured, reliable data or a real-time API. It unifies essential web data operations including real-time scraping, intelligent crawling, automated search, and advanced AI-powered data extraction. Users can leverage intuitive Recorder Mode to capture actions or employ LLM-driven AI Mode for natural language data extraction. Maxun offers solutions for converting full webpages into clean Markdown/HTML, managing complex pagination, and scheduling automated workflows. Ideal for lead generation, market research, and content aggregation, it empowers users to efficiently collect and organize web data without writing a single line of code, providing self-hostable flexibility and robust developer tools.

The Public APIs repository is a manually curated list of public APIs maintained by community members and APILayer. It encompasses an extensive collection of public API interfaces from various domains, serving as a well-managed treasure trove for developers to discover and utilize in their products. Its primary function is to provide an aggregated resource for API discovery.

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.

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.

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.

The codex-plugin-cc is a revolutionary AI-powered code assistance plugin developed by OpenAI, leveraging the formidable code generation and comprehension capabilities of the Codex model. Designed to empower developers, this plugin intelligently predicts and completes code, generates function or class structures, and assists with refactoring complex logic based on contextual understanding. Whether you're engaged in rapid prototyping, automating repetitive coding tasks, or navigating unfamiliar codebases, codex-plugin-cc significantly enhances development efficiency and code quality, allowing engineers to dedicate more focus to innovation and core problem-solving.

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.

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.

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.