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Curated open-source AI projects with verified GitHub data and hands-on breakdowns.
GitHub weekly #10 (22.2k stars). An open-source Office suite purpose-built for AI agents-single binary, no Office install, a built-in HTML rendering engine lets AI "see" its output and self-correct, path-based addressing + 350+ function formula engine + MCP server integration.
GitHub hot (Trendshift-listed) Datawhale free Chinese tutorial. AI Native Agent principles (ReAct/Plan-Solve/Reflection code implementation) + self-built framework HelloAgents + context engineering/Memory/Agentic RL + real projects. From "using tools" to "building tools."
GitHub hot personal trading agent framework. Shadow Account simulated trading + multi-broker (yfinance/CCXT/akshare/MT5 etc.) + backtest + alpha bench + memory lifecycle + MCP server. Complements TradingAgents (decision vs execution/backtest).
GitHub hot (arXiv paper) code intelligence engine. tree-sitter AST + Hybrid LSP, 158 languages, Linux kernel 28M LOC in 3 min, queries <1ms, 120× fewer tokens. Single static binary zero-dep, 15 MCP tools, 3D graph visualization. Complements graphify.
By Microsoft AutoGen team, converts PDF/PPT/Word/Excel/image OCR/audio transcription/HTML/CSV/YouTube to Markdown. LLMs natively understand Markdown + token-efficient. RAG/knowledge-base/agent doc-processing weapon.
Self-hosted developer control center, runs OpenHands/Claude Code/Codex/Gemini, local/Docker/VM/cloud multi-backend, Slack/GitHub/Linear automation, ACP protocol. Open-source self-hosted vs Devin closed SaaS.
Drag-and-drop to build LLM workflows, Python-customizable components, deploy as API or MCP server, multi-agent orchestration, enterprise security. MIT open-source self-hostable, complements Coze/Dify.
GitHub weekly #3 (97,207 stars, YC S26). /graphify maps code/docs/PDFs/images into a knowledge graph, tree-sitter AST local parsing (no LLM), each edge tagged EXTRACTED/INFERRED, not a vector index, traversable queries.
GitHub weekly #2 (18,859 stars). Design skill for Claude Code/Cursor/Codex, 20 themes + 57 slop-tests + 4 verbs (build/audit/redesign/study), generates non-templated UI, complements Humanizer (text vs visual).
GitHub weekly #1 (79,300 stars). Open-source video editor, web/desktop/mobile, Rust core rewrite in progress, MCP server lets AI agents call video editing, plugin-first + headless batch rendering, MIT license.