How real projects configure their agents

44,969 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 agents8,530Claude Code6,887Git and workflow3,618Data and AI3,582Backend and APIs3,558Languages3,485Planning3,325Code review2,903Testing2,691DevOps and cloud2,482Writing and docs2,481Memory and context2,373Research2,322Frontend2,310Security2,179Project management1,971

All Claude Code32,523 Codex24,842 OpenCode23,761 GitHub Copilot3,723 Gemini CLI2,038 Cursor1,771 Windsurf201 Kiro116

Project Stars Configures Files Always loaded
mrgoonie/a2a-langgraph-boilerplate a boilerplate for developers who want to start building an AI agent cluster with A2A and M 40 Claude Code, Gemini CLI 2 1,726 tok
moneo/laravel-rag moneo.com.tr A complete, driver based RAG pipeline for Laravel with pgvector & sqlite-vec, streaming, a 40 Claude Code 1 881 tok
boxabirds/awesome-hooks A repo of the best Claude Hooks to plug into your projects. 40 Claude Code 2 —
tontoko/fast-playwright-mcp npmjs.com FAST Playwright MCP server 40 GitHub Copilot 1 338 tok
koki-develop/mmcp npmjs.com 🛠️ Manage your MCP (Model Context Protocol) server definitions in one place and apply the 40 Claude Code, Codex, OpenCode 2 995 tok
gerred/mcpmc Model Context Protocol Minecraft Server 40 Cursor 1 2,356 tok
whinc/super-skills Gives AI coding agents expert knowledge in specific technical domains. 40 Codex, OpenCode 1 205 tok
TriV3/MCP-Kali-Server Automates Kali Linux pentesting with MCP: programmatic access to popular tools, SSH and re 40 GitHub Copilot 1 116 tok
socket-link/ampere Observable AI cognition in Kotlin Multiplatform. Every agent decision emits a structured e 40 Codex, OpenCode 1 7,603 tok
BjornMelin/tripsage-ai AI-powered travel planning and itinerary optimization with Next.js 16, Vercel AI SDK v7, S 40 Codex, OpenCode 1 7,575 tok
jayminwest/canopy Git-native prompt management for AI agent workflows 40 Claude Code, Codex, OpenCode 7 5,734 tok
superfill-ai/superfill.ai superfill.ai Stop typing. Start autofilling with Superfill AI 40 Codex, OpenCode 1 2,948 tok
Nikolai-Iakubovskii/app-paywall-pilot A framework for designing App Store-compliant subscription paywalls. 4 layers: AI skill (C 40 Codex, OpenCode 1 114 tok
alxyrgin/health-os glake.ai Personal health management system on Claude Code: 14 AI doctors, mandatory debate among sp 40 Claude Code 41 6,682 tok
oanhduong/token-ninja token-ninja routes deterministic shell commands locally — zero LLM calls, ~19µs latency. W 40 Claude Code 1 2,784 tok
evanlong-me/nvidia-anthropic-proxy A Cloudflare Worker proxy that enables Claude Code to use NVIDIA NIM API models 40 Codex, OpenCode 1 284 tok
OrcaQubits/agentic-commerce-skills-plugins Skills & plugins for agentic commerce : UCP, ACP, AP2, A2A, WebMCP, Magento 2, BigCommerce 40 Gemini CLI 1 2,146 tok
booklib-ai/booklib booklib-ai.github.io Detects what your AI doesn't know about your project and fixes it. Post-training gap detec 40 Claude Code, Codex, OpenCode 2 613 tok
Prismer-AI/signet signet-auth.vercel.app Cryptographic trust and authorization evidence for AI agents. Every action a receipt, ever 40 Codex, OpenCode 1 657 tok
surendranb/google-search-console-mcp Google Search Console MCP Server for Claude, Cursor, Windsurf and other MCP Clients 40 Codex, OpenCode 1 955 tok
qorm/platform qorm.com Build UI apps with your AI assistant — together, live. An agent-native, cross-platform dec 40 Codex, OpenCode 1 3,394 tok
neuron-core/maestro CLI agent built entirely in PHP with Neuron AI framework 40 Claude Code, Codex 3 —
agent-bridges/ab agent-bridge.dev agent-bridge 40 Codex, OpenCode 1 1,140 tok
spruikco/fat-agent-skill FAT Agent (Fix, Audit, Test) — a Claude Skill that automates post-launch website QA. Audit 40 Claude Code 1 736 tok
NikiforovAll/pi-inspect nikiforovall.blog Introspection dashboard for the pi coding agent — tools, prompts, skills, and the system p 40 Claude Code, Codex, OpenCode 2 610 tok
adrian-d-hidalgo/nestjs-mcp-server 40 Claude Code 16 1,245 tok
contentful/skills contentful.com Skills for teaching agents how to build on Contentful. 40 Claude Code, Codex, OpenCode 2 1,665 tok
trip2g/trip2g trip2g.com Open-source MCP knowledge mesh - self-host your second brain, expose it to AI agents, fede 40 Claude Code, Codex, OpenCode 2 3,669 tok
DaniAkash/agent-terminal agent-terminal.org A terminal that understands AI agents. Project workspaces, live process metrics, and nativ 40 Claude Code 1 —
timothywarner-org/ab100 techtrainertim.com Exam AB-100: Agentic AI Business Solutions Architect 40 Claude Code, Codex, GitHub Copilot, OpenCode 10 7,015 tok
mistval/yozakura mistval.github.io An LLM-powered social simulation and roleplaying engine where NPCs have their own lives to 40 GitHub Copilot 1 409 tok
lbb00/ai-rules-sync lbb00.github.io Synchronize, manage, and share your ai rules, skills, commands, subagents (Cursor, Claude 40 Claude Code, Codex, OpenCode 6 1,026 tok
FernandoJRR/solidifier SOLID principles and design patterns for backend code — applied with restraint. Skill for 40 Codex, OpenCode 1 414 tok
ttcc666/DatabaseMcpServer 40 Claude Code, Codex, OpenCode 2 2,335 tok
chambear2809/splunk-cisco-skills Skills that make your agent a Splunk Engineer 40 Claude Code, Codex, OpenCode 3 14,897 tok
guoliang1114-boop/AriaAI aria.d2cgo.co Open-source agentic workspace for professional knowledge work with project memory, client 40 Codex, OpenCode 1 531 tok
raye-deng/open-code-review codes.evallab.ai 🤖 AI code quality gate for AI-generated code. Detects hallucinated packages, phantom depe 40 GitHub Copilot 1 162 tok
zero8dotdev/smriti Shared memory for AI-powered engineering teams. Captures, indexes, and recalls conversatio 40 Claude Code, Codex 2 2,832 tok
triptechtravel/clickup-cli triptechtravel.github.io Command-line tool for ClickUp with git integration, GitHub linking, and AI agent support 40 Claude Code 1 477 tok
littlebearapps/outlook-assistant littlebearapps.com MCP server for Outlook email, calendar, and contacts — let your AI assistant manage your i 40 Claude Code 1 6,149 tok
cboxdk/statamic-mcp cbox.dk MCP (Model Context Protocol) server for Statamic CMS v6 — gives AI assistants structured a 40 Claude Code 1 15,202 tok
zxkane/autonomous-dev-team kane.mx Turns issues into merged PRs/MRs with zero human intervention — supports GitHub and GitLab 40 Claude Code, Codex, OpenCode 6 3,911 tok
chunpu/agent-skills agent skills 40 Claude Code, Codex, OpenCode 2 45 tok
OutlineDriven/odin-claude-plugin outlinedriven.github.io Outline-Driven Development for Claude Code - 46 agents, 25+ skills, diagram-first methodol 40 Claude Code, Codex, OpenCode 2 2,524 tok
0xferrous/agent-box 0xf.rs Sandboxed containers for AI coding agents with disposable Git/Jujutsu workspaces 40 Codex, OpenCode 1 373 tok
EvilFreelancer/rpa-skills t.me Agent-skills marketplace for Coddy, Claude Code, Codex and Cursor: RPA BDD workflow, Logik 40 Claude Code, Codex, OpenCode 2 2,173 tok
nirholas/Binance-MCP binance-mcp.modelcontextprotocol.name A Model Context Protocol (MCP) server for Binance.com API. Offers standardized access to s 40 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 924 tok
richardwooding/feed-mcp MCP Server for RSS, Atom, and JSON Feeds 40 Claude Code, GitHub Copilot 4 2,099 tok
togethercomputer/skills Skills to help your coding agents use Together AI products. 40 Codex, OpenCode 1 3,706 tok
epicsagas/Velith epicsagas.github.io AI-native publishing system — build books like software. 6-phase pipeline from blank page 40 Claude Code, Codex, OpenCode 2 1,990 tok