Runnable, documented projects worth studying and extending.
OthersJCodePWA high-performance coding agent framework written in Rust, offering a lightweight Agent Harness implementation, supporting multi-model access and tool calls, suitable for building custom coding assistants
OthersMATLAB MCP ServerPWMathWorks' official MATLAB MCP server allows AI coding tools like Claude Code and VS Code to directly call MATLAB for scientific computation, data analysis, and visualization, integrating AI Agents with professional computing environments
AI and AgentsOuroboros - Agent operating systemPWSpecification-driven agent operating system: no longer writing prompts, but writing specifications. Enable AI Agents to automatically execute complex tasks according to declarative specifications, supporting multi-step orchestration and automatic recovery.
AI and AgentsQlib - Microsoft's AI quantitative investment platformPWMicrosoft's AI quantitative investment research platform supports various ML paradigms such as supervised learning, market dynamic modeling, and reinforcement learning. The latest integrated RD-Agent uses multiple LLM agents to automate factor mining and model optimization, covering end-to-end coverage from research to production.
AI and AgentsRapid-MLXPWApple Silicon's fastest native AI inference engine, 4.2 times faster than Ollama, caches the first token with a delay of only 0.08s, and supports 100% tool calls. 17 tool parsers, prompt caching, inference separation, and cloud routing, serving as alternatives to OpenAI's API. Compatible with Claude Code, Cursor, and Aider.
OthersTolariaPWA desktop application for managing the Markdown knowledge base, supporting folder organization, full-text search, tagging system, and real-time preview, suitable for personal knowledge management and team document collaboration
OthersLadderPWSelf-hosted paywalls bypass proxies, an open-source alternative to 12ft.io, can remove the CORS header and modify HTML, suitable for building private reading proxy services
Efficiency toolsCodeGraphPWA native code knowledge graph pre-indexing tool designed for Claude Code. Pre-parsing the codebase to generate knowledge graphs allows agent conversations to be read file-by-file, greatly reducing token consumption and tool calls. 100% local running, TypeScript writing, 1K Stars.
OthersOpenUIPWAn open standard framework for generative UI for LLMs, offering streaming rendering language, React runtime, and built-in component libraries, saving 67% of tokens compared to JSON, making AI output more than just text
Development and engineeringCoder - Self-hosted cloud development environment and AI coding agent platformPWA self-hosted cloud development environment platform based on Terraform, featuring built-in AI coding agents, supporting multi-model integration, and providing centralized model governance and cost tracking
OthersCloakHQ/CloakBrowserPWStealth Chromium browser, passing all bot detection tests (30/30) through source-level fingerprint patches. It can serve as a direct alternative to Playwright, suitable for scenarios such as web automation and data collection that require evading anti-crawling detection.
Othersaidlc-workflowsPWAWS open-source AI-Driven Lifecycle (AI-DLC) adaptive workflow rules provide standardized phased behavioral constraints (planned → implementation → testing → review) for AI coding agents such as Claude Code, Codex, Cursor, and help teams standardize the Agent development process.
OthersWeFlowPWWeChat chat record export and annual report generation tool, supports local processing and protects privacy. Generate beautiful annual social reports, analyzing chat habits and social networks.
AI and AgentsCamofox BrowserPWA browser-free browser designed specifically for AI Agent anti-detection can bypass common anti-crawling mechanisms to access blocked websites, making it suitable for automated data collection and web operations
OthersVercel Skills CLIPWOpen-source Agent Skills Ecosystem CLI tool supports installation and management of skill packages for 41+ encoding agents such as Claude Code, Codex, Cursor. With just one command, you can install skills from GitHub to any agent.
OthersGenericAgentPWSelf-evolving AI Agent framework: Starting from 3,300 lines of seed code, it autonomously grows skill trees, achieving full system control capability and reducing token consumption by six times.
OthersDive into LLMsPWA systematic practical tutorial for large model programming, covering the core LLM technology stack from basic to advanced. 28k+ Stars is one of the most popular LLM learning resources in the Chinese community.
OthersOpenSpecPWA Spec-Driven Development (SDD) framework for AI coding assistants. Transform requirements into precise technical specification documents, enabling AI coding assistants to execute development tasks deterministically and repeatably. 40K+ Stars。
AI and AgentsClaude Code Game Development StudioPWTurn Claude Code into a complete game development studio — 49 AI Agents, 72 workflow skills, simulating a real game studio-level coordination system
Development and engineeringOpenSpec - An AI-driven standardized development frameworkPWAn AI-driven standardized development framework lets you describe requirements in natural language, automatically generating complete technical specifications and code skeletons to say goodbye to vague requirements
OthersMulticaPWAn open-source agent management platform that turns AI coding agents into true team members—assigning tasks, tracking progress, and competing skill growth. This week, it ranked first on GitHub's trending list, with 10k+ stars growing.
OthersKronosPWFinancial Market Language Foundation Model, specifically designed for financial time series. Supports forecasting and analysis of various financial data including stocks and cryptocurrencies, 18k stars.
OthersOmniRoutePWMulti-Provider LLM AI gateway, OpenAI-compatible endpoints, supporting intelligent routing, load balancing, retrial fault tolerance, rate limiting, and observability, a production-grade AI inference infrastructure.
OthersArchonPWThe first open-source AI coding Harness builder makes AI coding deterministic and repeatable. Supports building custom coding agent workflows and test suites.