How real projects configure their agents

32,517 repositories keep their own agent configuration in the open: a CLAUDE.md, a rules file, instructions for Copilot, a skill the project runs on itself. These are not mods to install. They are worth reading for what they reveal — what a maintainer thinks an agent gets wrong.

Building agents8,505Claude Code6,886Git and workflow3,611Data and AI3,580Backend and APIs3,556Languages3,487Planning3,327Code review2,899Testing2,686Writing and docs2,480DevOps and cloud2,479Memory and context2,375Research2,323Frontend2,308Security2,172Project management1,965

All Claude Code32,517 Codex24,815 OpenCode23,733 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,770 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
abubakarsiddik31/skill-manager abubakarsiddik31.github.io Your Claude, Codex, Cursor, and OpenCode skills pile up across 4+ config folders with no w 31 Claude Code, Codex, OpenCode 2 1,316 tok
jstuart0/agentpulse jstuart0.github.io Self-hosted command center for AI coding agents (Claude Code, Codex CLI, GitHub Copilot CL 31 Claude Code, Codex, OpenCode 1 3,478 tok
shen-shanshan/vllm-dev-skills zhuanlan.zhihu.com A curated collection of Claude Code agent skills that accelerate the entire vLLM developme 31 Claude Code, Codex, OpenCode 2 798 tok
raphysicst-create/korean-secondary-learning-map-mcp korean-secondary-learning-map 31 Claude Code 1 1,346 tok
chrono-meta/forge-harness chrono-meta.github.io FH is a meta-harness for Claude Code: it helps you build harnesses and skills — the rules, 31 Claude Code, Codex, OpenCode 2 12,914 tok
ehs208/TimeTree-MCP Talk to your TimeTree calendar from Claude, Codex, Cursor, and other MCP clients. Unoffici 31 Claude Code, Codex, OpenCode 2 2,984 tok
nikandr-surkov/ai-saas-starter ai-saas-starter-six.vercel.app AI SaaS boilerplate for Next.js 16 — Better Auth, Stripe subscriptions, credits system, AI 31 Claude Code, Codex, GitHub Copilot, OpenCode 6 1,999 tok
artk0de/TeaRAGs-MCP artk0de.github.io The Codebase Intelligence layer for AI coding agents. Semantic indexing, graph navigation, 31 Claude Code, Codex, OpenCode 12 229 tok
Mason-Levyy/myfitnesspal-mcp MCP server for MyFitnessPal to log meals, search foods with macros, track trends from Clau 31 Claude Code 1 2,385 tok
jmrplens/libgen-mcp docs.jmrp.io MCP server in Go to search, download and read books, papers, comics and more from Library 31 Claude Code, Codex 7 27,860 tok
mindset-ai/memex-ai Memex AI full source code 31 Claude Code 1 4,439 tok
jantimon/web-performance-debugger npmjs.com Drive Chrome or Firefox (Puppeteer), or profile Node in-process, to attribute layout, styl 31 Claude Code, Codex, OpenCode 2 12,343 tok
Softleif/seqair seqair.softleif.se BAM/SAM/CRAM/FASTA reader, pileup engine, BCF/BAM writing 31 Claude Code, Codex 5 6,249 tok
CarlosDanielDev/maestro carlosdanieldev.github.io Maestro spawns and monitors multiple AI agent sessions working on the same project simulta 31 Claude Code, Codex, Gemini CLI, OpenCode 33 2,479 tok
sorah/config config 31 Claude Code 1 —
mrviduus/textstack textstack.app A reader that helps you finish dense tech books. Contextual word explanations, capped week 31 Claude Code 17 4,841 tok
jggomez/expert-ai-developer-skills 31 Claude Code, Codex, OpenCode 2 6,641 tok
MicrosoftLearning/trainer-demo-deploy MOC Demo deployment scenarios using AZD. 31 Claude Code, Codex, GitHub Copilot 30 12,300 tok
melodic-software/claude-code-plugins Claude Code plugin marketplace: repo-agnostic skills, hooks, agents, and MCP servers. 30 Claude Code, Codex, OpenCode 5 3,102 tok
DumplingAI/mcp-server-dumplingai MCP (Model Context Protocol) server for Dumpling AI 30 Claude Code 1 70 tok
finalchild/law-mcp MCP server for Korean law data access via open.law.go.kr API (experimental. Works in Claud 30 Claude Code 1 499 tok
aixwangtw/code-to-video-remotion 30 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 16 5,144 tok
sivaprasadreddy/learning-skill Agent Skill to prepare learning schedule for any technical topic. 30 Claude Code 1 448 tok
PiscesGameDev/UniAI Unity AI interaction framework 30 Claude Code 1 4,404 tok
gwbischof/outsource-mcp gwbischof.notion.site Give your AI assistant its own AI assistants. 30 Claude Code 1 170 tok
Eth3rnit3/FerrumMCP eth3rnit3.github.io A Model Context Protocol (MCP) server that provides web automation capabilities through Fe 30 Claude Code 3 3,987 tok
NotMyself/claude-win11-speckit-update-skill A Claude Code Skill that manages GitHub SpecKit updates. 30 Claude Code 10 8,722 tok
doobidoo/MCP-Context-Provider A static MCP server that provides AI models with persistent tool context, preventing conte 30 Claude Code 3 2,480 tok
timescale/tiger-memory-mcp-server A simple memory implementation 30 Claude Code 1 226 tok
rsdouglas/janee janee.io Secrets management for AI agents via MCP • @janeesecure 30 Claude Code, Codex, OpenCode 2 506 tok
shalomeir/common-memory-bank A collection of integrated memory bank rules for AI development tools. 30 Claude Code 1 773 tok
stagsz/Unconventional-thinking An MCP server for unconventional and boundary-breaking problem-solving through an advanced 30 Claude Code 1 3,811 tok
samuraikun/aws-s3-mcp MCP server to integrate AWS S3 and LLM 30 Claude Code 1 1,096 tok
johnqtcg/awesome-skills johnqtcg.github.io A curated system of production-ready Claude Code skills with quantitative evaluation repo 30 Claude Code 1 1,028 tok
kpavlov/tachyon deepwiki.com 💫 Tachyon MCP Runtime for Java and Kotlin - Model Context Protocol (MCP) server with Stre 30 Claude Code, Codex, Gemini CLI, OpenCode 5 980 tok
Zenobia000/cursor-agentic-coding-template 30 Claude Code, Cursor 17 954 tok
anzax/dockashell DockaShell is an MCP server that gives AI agents isolated Docker containers to work in. MC 30 Claude Code, Codex, OpenCode 2 867 tok
rlajous/claude-code-commands agents.navarrolajous.com Production-ready Git workflow skills, agents, hooks, reviews, releases, and notifications 30 Claude Code, Codex, OpenCode 2 2,910 tok
krivoox/agent-stack-template Agent-first multi-tenant Next.js template (rules, sub-agents, skills, Better Auth, Prisma) 30 Claude Code, Codex, OpenCode 2 2,203 tok
JediLuke/firefox-mcp-server A fully vibe-coded, experimental, MCP server to control firefox 30 Claude Code 1 1,553 tok
mgratzer/bloomery An agent skill that teaches engineers how to build a coding agent from scratch using raw H 30 Claude Code, Codex, OpenCode 2 925 tok
TheWinci/mimirs Local MCP server that gives AI coding agents persistent, searchable memory of your codebas 30 Claude Code 1 1,614 tok
bennypowers/asimonim bennypowers.dev The Design Tokens Multitool. CLI and go library; LSP and MCP; Generator and converter 30 Claude Code 1 2,047 tok
nidhinjs/prompt-mini A Claude Code plugin that stops vague prompts before they run. Detects your stack, asks ta 30 Claude Code 1 1,208 tok
AgamiAI/agami-core agami.ai The trust layer between AI and your data. Turns your database schema - messy joins, undocu 30 Claude Code 2 1,323 tok
wcollins/packt-netops-ai-workshop 🔧 Build Intelligent Networks with AI 30 Claude Code, Codex, OpenCode 2 1,075 tok
dkships/pm-copilot dmkthinks.org MCP server that triangulates customer support tickets and feature requests to help PMs dec 30 Claude Code, Codex, OpenCode 2 2,429 tok
janwilmake/agent-codemode npmjs.com Let the scripts your coding agent writes call your connected MCP servers (no extra auth) 30 Claude Code 1 —
saubakirov/trace-first-starter tfw.saubakirov.kz TFW is the methodology for value management 30 Claude Code, Codex, OpenCode 25 3,372 tok
vectara/vectara-mcp Open source MCP server for Vectara 30 Claude Code 1 936 tok