How real projects configure their agents

31,977 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 agents7,557Claude Code6,620Data and AI3,682Backend and APIs3,496Languages3,401Planning3,217Git and workflow3,165Code review2,733Testing2,364Memory and context2,364DevOps and cloud2,310Writing and docs2,303Research2,297Frontend2,252Security2,013Productivity1,710

All Claude Code31,977 Codex23,157 OpenCode22,109 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,739 Windsurf129 Kiro79

Project Stars Configures Files Always loaded
ssql2014/mcp4eda 41 Claude Code 1
vladkesler/initrunner Define AI agent roles in YAML and run them anywhere: CLI, API server, or autonomous daemon 41 Claude Code 1 3,295 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
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
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
desek/outlook-local-mcp outlook-local-mcp.com Local MCP server for Microsoft Outlook — calendars, events, and email via Microsoft Graph 41 Claude Code, Codex, OpenCode 9 5,502 tok
datastax/astra-db-mcp An MCP server for Astra DB workloads 41 Claude Code 1
taylorbrook/MAX-MSP_CC_Framework A metaprompting framework for creating and editing MAX patches and externals 41 Claude Code 20 9,225 tok
avanelsas/baredom avanelsas.github.io BareDOM: Lightweight UI components built on web standards (Custom Elements, Shadow DOM, ES 41 Claude Code 1 7,391 tok
cexll/claude-code-env Claude Code Multi-Environment Setup Manager 41 Claude Code, Codex, OpenCode 2 2,352 tok
roddutra/agent-mcp-gateway Provides per-subagent MCP access controls to Claude Code (or any MCP client) across all yo 41 Claude Code 3 3,144 tok
lhl/realitycheck A framework for rigorous, systematic analysis of claims, sources, predictions, and argumen 41 Claude Code, Codex, OpenCode 3 3,184 tok
adrianhajdin/skild jsmastery.com Fullstack platform for sharing AI Agent skills, built with TanStack Start, Tailwind, and T 41 Claude Code, Codex 13
yujiosaka/knowhub Synchronize AI coding–agent knowledge files (rules, templates, guidelines) across your pro 41 Claude Code, GitHub Copilot 2 1,927 tok
jasperket/clanki An MCP server for connecting LLMs with Anki Flashcards. 41 Claude Code 1 564 tok
gmickel/outlookctl gmickel.github.io Local CLI for automating Classic Outlook on Windows via COM. Includes a Claude Code/Codex 41 Claude Code 1 1,620 tok
gossipcat-ai/gossipcat-ai Multi-agent code review mesh — orchestrates AI agents from multiple providers to review co 41 Claude Code 3 2,923 tok
myrialabs/clopen clopen.myrialabs.dev All-in-one workspace for AI coding agents 41 Claude Code, Codex, OpenCode 2 1,469 tok
backblaze-labs/claude-skill-b2-cloud-storage blze.ai Claude Skill for Backblaze B2 Cloud Storage management from the terminal. Manage buckets, 41 Claude Code 1 656 tok
mostlyharmfuleconometrics/lean-hansen-econometrics mostlyharmfuleconometrics.github.io formalizing econometrics 41 Claude Code, Codex, OpenCode 2 4,165 tok
WhitzardAgent/WhitzardOS qitor.mintlify.app Let's Qitos! A torch-like agent-native framework for researchers. 41 Claude Code, Codex, OpenCode 2 2,105 tok
cairn-framework/cairn cairn-framework.github.io 41 Claude Code, Codex, OpenCode 21 2,436 tok
archibate/dotfiles-claude 41 Claude Code 1 3,463 tok
hudrazine/claude-code-memory-bank Memory management optimized for Claude Code, based on the Cline Memory Bank. 41 Claude Code 7 1,342 tok
chadrik/maya-mcp-server MCP Server for Autodesk Maya 41 Claude Code 1 2,243 tok
UseJunior/safe-docx safedocx.com Safe DOCX suite: docx-primitives, docx-comparison, safe-docx MCP server 41 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 9 2,293 tok
iridite/openclawer One key Openclaw deployment - Deploy and manage OpenClaw AI agents with fnOS 41 Claude Code 1 3,594 tok
YoursshLabs/yourssh A professional, open-source SSH client for macOS, Windows, and Linux built with Flutter. D 41 Claude Code 7 11,036 tok
pofice/voice-input-method An AI-native cross-platform offline voice input method. 41 Claude Code 1 1,230 tok
lricher7329/zotero-mcp-claude-code Zotero MCP plugin with Claude Code compatibility - fork by lricher7329 41 Claude Code 1 1,611 tok
baguskto/saham-mcp 41 Claude Code 1 814 tok