How real projects configure their agents

43,636 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 agents7,571Claude Code6,627Data and AI3,684Backend and APIs3,492Languages3,401Planning3,221Git and workflow3,179Code review2,740Testing2,368Memory and context2,365Writing and docs2,309DevOps and cloud2,308Research2,298Frontend2,256Security2,015Productivity1,715

All Claude Code31,984 Codex23,196 OpenCode22,145 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,736 Windsurf133 Kiro79

Project Stars Configures Files Always loaded
EtienneChollet/ontomics Extract domain knowledge from codebases to reduce LLM token consumption by 20x and time in 41 Claude Code 1 2,562 tok
goldbergyoni/test-coverage-mcp Context engineering: Make your agents aware of how they affect 🧪 test coverage🧪 during a 41 Claude Code, Codex, OpenCode 13 815 tok
GongRzhe/MCP-Server-Creator A powerful Model Context Protocol (MCP) server that creates other MCP servers! This meta-s 41 Claude Code 1 671 tok
kazuph/mcp-fetch 41 Claude Code 1 953 tok
mckaywrigley/claude-code-voice 41 Claude Code 3
k1LoW/tcmux tcmux is a terminal and coding agent mux viewer. 41 Claude Code 1 695 tok
tdimino/claude-code-minoan minoanmystery.org A curated ~/.claude/ configuration for professional development workflows — 90+ skills, 46 41 Claude Code 1 505 tok
ZachHandley/ZMCPTools A custom TypeScript MCP Server intended to be used with Claude Code 41 Claude Code 1 3,192 tok
rickywo/Formic AI-powered task manager that turns goals into shipped code. Orchestrates Claude Code, Copi 41 Claude Code, Codex, OpenCode 2 12,325 tok
snakeying/Textum Structured workflow that stops AI from forgetting your requirements. 4 phases with validat 41 Claude Code 1
christian289/dotnet-with-claudecode .NET development tutorial with Claude Code. 41 Claude Code 17
bitrise-io/bitrise-mcp bitrise.io MCP Server for the Bitrise API, enabling app management, build operations, artifact manage 41 Claude Code 1 110 tok
theognis1002/mcp-gateway Model Context Protocol (MCP) Gateway & Registry - Central hub for managing tools, resource 41 Claude Code 1 8,132 tok
icefort-ai/config A web interface for managing AI CLI agent configurations: Claude Code, OpenAI Codex, Gemin 41 Claude Code 1 1,633 tok
kyopark2014/mcp It shows how to use model-context-protocol. 41 Claude Code 1 69 tok
yaodub/cast getcast.dev Your agent team, on your machine. Open-source harness for multi-user Claude agents. 41 Claude Code 4 1,109 tok
jem-computer/capacities-mcp Capacities×MCP 41 Claude Code 1 536 tok
Azure/containerization-assist 41 Claude Code, Codex, OpenCode 2 435 tok
htjun/claude-code-hooks-scv-sounds Claude Code hooks setup with StarCraft SCV sounds. 41 Claude Code 4
microsoft/Agent365-python 41 Claude Code, GitHub Copilot 14 3,204 tok
ssql2014/mcp4eda 41 Claude Code 1
st1page/agent-knowledge-framework Agent team knowledge framework with layered structure for principles, skills, insights, an 41 Codex, OpenCode 1 1,462 tok
ttxttx1111/sts2-llm GitHub Copilot player agent customization pack for Slay the Spire 2 via STS2MCP 41 GitHub Copilot 4 1,889 tok
nirholas/universal-crypto-mcp mcp.giving Universal MCP server for AI agents to interact with any* blockchain via natural language a 41 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 802 tok
pguilp25/jarvis the best free ai 41 Claude Code 1 5,730 tok
GraflowAI/graflow graflow.ai Composable Python framework for LLM agent workflows focused on simplicity and developer ex 41 Claude Code, Codex, OpenCode 3 4,646 tok
RealTimeLogic/LSP-Examples Lua modules and examples, including IoT/Cloud connectivity 41 Codex, OpenCode 1 4,937 tok
AvengerMoJo/MoJoAssistant A Local-First Cognitive Firewall for Human Agency and AI Safety 41 Codex, OpenCode 1 634 tok
ara3d/ara3d-sdk ara3d.com 📚 Various C# libraries for efficient data driven applications 41 Claude Code, Codex, OpenCode 2 4,856 tok
rcastley/splunk-custom-visualizations 41 Claude Code, Codex, OpenCode 4 793 tok
championswimmer/env.sync.local envsync.arnav.tech sync your env secrets securely peer-to-peer on local networks 41 Claude Code, Codex, OpenCode 2 5,036 tok
noahsaso/my-pi my pi! 41 Codex, OpenCode 1 1,814 tok
wentout/mnemonica abstract technique that aids information retention : instance inheritance system 41 Codex, OpenCode 1 4,900 tok
czottmann/kagi-ken-mcp Unofficial MCP server for working with Kagi *without* API access (you'll need to be a cust 41 Codex, OpenCode 1 696 tok
hyperb1iss/git-iris hyperb1iss.github.io An intelligent agent that understands your code and crafts perfect Git artifacts 41 Claude Code, Codex, OpenCode 2 5,511 tok
lonormaly/builders-stack Opinionated AI-native monorepo starter — build your MVP as a production-ready structure. a 41 Claude Code, Codex, OpenCode 2 9,453 tok
tidal-music/tidal-sdk-ios TIDAL SDK for iOS 41 Claude Code, Codex, OpenCode 4 1,036 tok
vincitamore/claude-org-template amore.build A collaborative organization system for Claude Code. Architecture over memory, build an " 41 Claude Code 1 4,409 tok
SteveGJones/ai-first-sdlc-practices Repo of the scripts I'm using to work with Claude and Gemini 41 Claude Code 1 3,037 tok
JJ110112/LiveChord 41 Claude Code, Codex, OpenCode 2 18,087 tok
JoyyyceD/xgrower-extension X Grower Chrome extension — by GrowthHunt.ai 41 Claude Code 1 900 tok
ashtanko/kotlin-app-template 🚀 Kotlin Project Template: A ready-to-use template with GitHub Actions, Detekt, Ktlint, K 41 Claude Code, Codex, OpenCode 4 2,154 tok
lowtidebuild/consolidated-legal-research 41 Claude Code 2 3,168 tok
SprintiQ-Incorporated/sprintiq The product brain for AI coding agents. SprintiQ is an open-source agile platform built fo 41 Claude Code 1 850 tok
tott/laravel-tall-claude-ai-configs AI Assisted Laravel TALL stack coding configuration for Claude Code 41 Claude Code 7 2,400 tok
implicit-invocation/tuvi-neo 41 Claude Code 1 747 tok
badlogic/vs-claude VS Code extension and MCP server so Claude Code can open files, diffs and manipulate VS Co 41 Claude Code 1 59 tok
agems-ai/agems Agent Management System - The operating system for AI-native businesses. Build your compan 41 Claude Code 1 1,346 tok
iceymoss/go-hichat-api pkg.go.dev go-hichat-api is the next-generation backend for the HiChat project, rebuilt from the grou 41 Claude Code 18 1,166 tok
cgwire/website cg-wire.com Company website 41 Claude Code 1 1,648 tok