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codebase-memory-mcp: A Static Binary That Turns Your Codebase Into a Knowledge Graph for AI Agents

codebase-memory-mcp is a single static binary that indexes your entire codebase into a persistent knowledge graph, giving AI coding agents like Claude Code and Cursor structural query access in under 1ms. It's genuinely fast, surprisingly well-engineered, and worth a serious look if you're tired of your AI assistant reading files one by one.
1,505 stars DeusData/codebase-memory-mcp 7 min read

Stop Hand-Drawing Architecture Diagrams: A Practical Look at fireworks-tech-graph

fireworks-tech-graph is a Claude Code skill that generates SVG and PNG technical diagrams from natural language descriptions, with 7 visual styles and deep AI/Agent domain knowledge baked in. It's four days old, already has 2800+ stars, and is worth a serious look — with some caveats.
2,823 stars yizhiyanhua-ai/fireworks-tech-graph 8 min read

mcp-playwright: Browser Automation for LLMs That Actually Works

executeautomation/mcp-playwright gives Claude, Copilot, and Cursor direct control over a real browser via the Model Context Protocol. With 5,400+ stars and active weekly commits, it's become the de facto standard for AI-driven browser automation — but there are some rough edges worth knowing about before you adopt it.
5,427 stars executeautomation/mcp-playwright 7 min read

Get Shit Done: 54K Stars Says This Claude Code Workflow System Is Worth Your Attention

GSD is a meta-prompting and spec-driven development system for Claude Code that tries to solve context rot and keep AI-assisted development coherent across long sessions. With 54K stars and active daily commits, it's worth an honest look at whether the hype holds up.
53,977 stars gsd-build/get-shit-done 7 min read

gstack Has 69K Stars — But Is It Actually Useful or Just Garry Tan's Personal Config?

gstack is a collection of 23 Claude Code slash commands that simulate specialized engineering roles — CEO, designer, QA lead, security officer. With 69K stars and a compelling pitch, I dug into whether it's genuinely useful or just well-marketed dotfiles.
69,137 stars garrytan/gstack 7 min read

gstack Has 69K Stars — Is Garry Tan's Claude Code Setup Actually Worth Using?

gstack is a collection of 23 Claude Code slash commands that simulate a virtual engineering team — CEO, designer, QA lead, security officer, and more. With 69K stars and active development, I dug into whether this is genuinely useful tooling or just well-marketed prompt engineering.
69,137 stars garrytan/gstack 8 min read