How real projects configure their agents

1,769 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 agents8,442Claude Code6,875Data and AI3,584Git and workflow3,574Backend and APIs3,550Languages3,468Planning3,315Code review2,876Testing2,653DevOps and cloud2,462Writing and docs2,461Memory and context2,373Research2,315Frontend2,301Security2,167Project management1,944

All Claude Code32,436 Codex24,692 OpenCode23,614 GitHub Copilot3,700 Gemini CLI2,016 Cursor1,769 Windsurf202 Kiro113

Project Stars Configures Files Always loaded
P451M/Arch4 Enriched C4 architecture maps for your repo. 4 Claude Code, Cursor 6 —
laaibaQasim/productivity-kit Tracks your AI workflows with voice notifications and session summaries, helping you impro 4 Claude Code, Cursor 11 917 tok
HarperFast/Cortex Open-source AI memory system powered by Harper Fabric. Clone, configure, deploy. 4 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 5,244 tok
pallerana/agentic-loop-engineering-kit 4 Claude Code, Cursor 9 —
YoRHa1998/ai-productivity-tracker An independent, self-contained AI coding session productivity tracking tool distributable 4 Claude Code, Codex, Cursor, OpenCode 16 6,127 tok
horang33/cursor_call-expert-system-from-lenny-s-podcast-script 4 Claude Code, Cursor 2 2,929 tok
withkynam/riper-5-spec-driven-development 4 Claude Code, Cursor 4 —
florian101010/awesome-agentic-AI-coding-template Stop re-explaining your project to every AI agent. Pre-wired for Claude Code, Copilot, Cur 4 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 29 3,985 tok
Chinakeyboardman/doubao-android-spider Records and solidifies web crawlers using a UI automation framework to fully simulate huma 4 Cursor 1 —
jepegit/issue-flow Agents should behave. Let them follow the issue flow. 4 Claude Code, Codex, Cursor, OpenCode 15 2,703 tok
drumnation/ts-import-move Use ts-import-move when moving or renaming TypeScript files or directories to ensure all r 4 Claude Code, Cursor 2 6,119 tok
okareo-ai/compliance-owasp Compliance project with a focus on OWASP controls. 4 Claude Code, Cursor 9 —
LuminaryWorks/LuminaryWorks LuminaryWorks AI ecosystem — narrative, standards, and shared services for five independen 4 Codex, Cursor, OpenCode 2 509 tok
luiscielak/ai-product-design-rules 4 Cursor 7 —
Mazalucas/El-DT-Lightweight-Army El DT is the framework that turns your AI into a Technical Director: it structures the con 4 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 5 1,357 tok
otus-io/retentio-frontend 4 Cursor 1 —
Genocs/genocs-library genocs.com Enterprise library to build .NET microservice solution 4 Claude Code, Codex, GitHub Copilot, Cursor, Kiro 11 915 tok
kyler-ross/metis 4 Claude Code, Cursor 44 6 tok
grasshopco/god-mode An advanced Cursor IDE enhancement system that turns Cursor into an autonomous, infinite m 4 Cursor 1 8,253 tok
ohah/electron-mcp-server 4 Claude Code, Cursor 10 132 tok
vcon-dev/vcon-mcp An MCP Server for vCons 4 Claude Code, Cursor 2 4,006 tok
jverre/chrome-mcp-server MCP server to interact with Chrome 4 Cursor 1 138 tok
vishnu2kmohan/mcp-server-langgraph mcp-server-langgraph.mintlify.app Agent Studio with Federated Single Sign-On and Fine-Grained Access Controls 4 Claude Code, GitHub Copilot, Cursor 48 4,381 tok
TristanLib/mcp_server_mysql_windows 4 Cursor 1 181 tok
nickytonline/pimp-my-ride-mcp An MCP server that allows you to configure a car 4 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 3,846 tok
maricoxu/remote-terminal-mcp 4 Cursor 1 1,306 tok
marcusquinn/quickfile-mcp MCP server for QuickFile UK accounting software - invoices, clients, purchases, banking, a 4 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 6 867 tok
takuya0206/slack_search_function_mcp 4 Claude Code, Cursor 2 555 tok
kevglynn/ai-dev-playbook AI-native development methodology — rules, skills, and scripts for working with coding age 4 Claude Code, Codex, Cursor, OpenCode 11 2,209 tok
kristiyan-velkov/ai-security-rules Security rules and best practices for common applications, focused on real-world threats a 4 Claude Code, Cursor 1 —
MageGojo/conch R-Shell: a Rust command-line SSH workspace — saved connections, remote exec, interactive s 4 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 1,654 tok
sandraschi/grandorgue-mcp Control GrandOrgue pipe organ simulator via FastMCP 3.4. MIDI bridge, stop/piston/manual 4 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 6 1,213 tok
sandraschi/email-mcp Multi-service email platform for MCP-compatible clients 4 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 6 4,100 tok
metagit-ai/metagit-cli metagit-ai.github.io Situational awareness across Git repositories. 4 Codex, GitHub Copilot, Cursor, OpenCode 3 3,116 tok
trugurpala/pinescriptv6 Source-traceable Pine Script v6 guidance and structured examples for AI coding agents, wit 4 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode, Windsurf 8 19,732 tok
PralhadYadawad/avvarre avvarre.com AI context that survives the chat window. Persistent repo memory, impact analysis, and ins 4 Claude Code, GitHub Copilot, Cursor 17 2,387 tok
EgzonArifi/povio-worklog-mcp A MCP server that provides automated worklog generation from git commits with AI enhanceme 4 Cursor 1 429 tok
sandraschi/devices-mcp MCP server + web dashboard + Windows Tauri app for home LAN devices (Tapo, Hue, Ring, Nest 4 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 7 3,339 tok
unbound-force/gaze Static analysis for Go that detects side effects and scores test quality -- know whether A 4 Claude Code, Codex, Cursor, OpenCode 64 22,051 tok
CAIRNepal/heritagegraph cairnepal.github.io 4 Claude Code, Codex, Cursor, OpenCode 21 10,526 tok
Eklavya-San/CTQ-extraction eklavya-san.github.io AI agent skill for extracting Critical-To-Quality (CTQ) parameters, GD&T feature control f 4 Claude Code, Cursor, Gemini CLI 3 231 tok
Avos-Lab/git-aware-coding-agent avoslab.com Git history and session memory for AI coding agents working in the same repository. 4 Claude Code, Cursor 7 —
testrelic-ai/testrelic-mcp-server testrelic.ai Official MCP server support for TestRelic AI - Build, Plan, Debug, Analyze with AI native 4 Claude Code, Cursor 2 3,032 tok
LucasRocha179/mcp-vault-reader 4 Cursor 1 259 tok
TMTrevisan/unified-sf-docs-mcp npmjs.com Unified MCP server for scraping Salesforce developer documentation and searching a local S 4 Cursor 1 227 tok
Doucs91/hivelore Policy enforcement layer for AI coding agents — briefing gates, team memory, Git/CI checks 4 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode, Windsurf 6 9,531 tok
alex-zaporozhan/leo A deterministic context-driven agentic SDLC framework for Cursor and Claude. 41 codified l 4 Cursor 1 27,776 tok
shdra06/ai-mind-map 🧠 MCP Server that reduces AI coding agent token usage by 80-99%. Knowledge graph + persis 4 Claude Code, Codex, GitHub Copilot, Cursor, Windsurf 9 3,402 tok
sandraschi/bilibili-mcp Bilibili (B站) content-intelligence bridge - search, trending, video intel and transcript s 4 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 6 2,097 tok
CSOAI-ORG/iso-27001-ai-mcp 🔌 Exposes iso 27001 tools over MCP (MEOK AI Labs); see the README for the tool list. 3 Cursor 1 89 tok