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
levante-hub/levante levanteapp.com Levante - Personal, Secure, Free, Local AI, MCP Client 41 Claude Code 2 3,042 tok
devdanzin/fusil Fusil is a multi-agent Python library used to write fuzzing programs 41 Claude Code 1 5,778 tok
KasarLabs/cairo-coder cairo-coder.com Vibe. Prove. Verify. 41 Claude Code, Codex, OpenCode 4 1,560 tok
Senuto/nodeshub-seo-skills 41 Claude Code, Codex, OpenCode 21 3,027 tok
iridite/openclawer One key Openclaw deployment - Deploy and manage OpenClaw AI agents with fnOS 41 Claude Code 1 3,594 tok
kargnas/vscode-ext-tmux-worktree Let's work on 5 projects in parallels 41 Claude Code, Codex, OpenCode 2 4,162 tok
pentoai/ml-ralph Autonomous ML agent for running experiments using Claude. 41 Claude Code 2 860 tok
yusong652/flac-mcp pypi.org MCP server connecting AI agents to ITASCA FLAC — run continuum simulations through natural 41 Claude Code, Codex, Gemini CLI, OpenCode 3 3,549 tok
junkyard22/Orca Multi-role AI orchestration runtime for Windows. Quality-gated pipeline (Brain → Miranda → 41 Claude Code 1 1,281 tok
erichare/skillroute Local-first skill routing for agent builders — index SKILL.md bundles, get ranked skill pl 41 Claude Code 1 —
thaitop/tamaclaude Desk device that mirrors live Claude Code session state onto a Cheap Yellow Display over B 41 Claude Code 1 6,350 tok
lowtidebuild/contract-review 41 Claude Code 20 2,443 tok
enowdev/enowx-rag RAG Skill and MCP for AI agents for codebase indexing and memory 41 Claude Code, Codex, OpenCode 2 2,238 tok
gabriel-dehan/claude_hooks A Ruby DSL for creating Claude Code hooks 41 Claude Code, Codex, OpenCode 3 466 tok
MarinJursic/production-readiness-checklist marinjursic.github.io Evidence-driven production readiness checklist for shipping web applications with confiden 41 Claude Code 1 725 tok
girishr/SpecPilot specpilot.dev Spec-driven development (SDD) CLI for AI coding agents (Claude Code, Cursor) - initialize, 41 Claude Code, GitHub Copilot 11 1,715 tok
ea-toolkit/architecture-catalog architecture-catalog.web.app Git-native architecture catalog — Markdown registry, schema-driven UI, AI-ready 41 Claude Code 5 2,891 tok
IvyYang1999/swob swob.app Local-first git graph and session debugger for Claude Code, Codex, Cursor, OpenCode, and 7 41 Claude Code, Codex, OpenCode 2 1,788 tok
mafzaal/d365fo-client thedataguy.pro A comprehensive Python client library and MCP server for Microsoft Dynamics 365 Finance & 41 Claude Code, Codex, GitHub Copilot, OpenCode 5 6,837 tok
verygoodplugins/robinhood-mcp Read-only MCP server for Robinhood portfolio research 41 Claude Code, Codex, OpenCode 2 3,417 tok
trendmicro/vision-one-mcp-server The Trend Vision One Model Context Protocol (MCP) Server enables natural language interact 41 Claude Code 1 2,539 tok
jovaneyck/fsi-mcp-server A wrapper around F# interactive (fsi) that exposes an MCP server endpoint for AI agents al 41 Claude Code 3 813 tok
GitGuardian/ggmcp gitguardian.com MCP server for remediating hardcoded secrets using GitGuardian’s API. It detects over 600 41 Claude Code, Codex, OpenCode, Windsurf 5 2,572 tok
LeanOS-Technologies/strategy-os leanos.tech The validation layer for solo founders. Research, strategy, and validation on Claude Code 41 Claude Code 16 988 tok
ChronoAIProject/NyxID nyxid.ai Connect AI agents to any API, anywhere. Securely. Open-source gateway that proxies request 41 Claude Code, Codex, OpenCode 2 43,012 tok
feritzcan2/termloop termloop.ai AI terminal for coding agents: run Claude Code, Codex, and shells side by side on your com 41 Claude Code, Codex, Gemini CLI, OpenCode 4 2,622 tok
eternnoir/aistudio-mcp-server Google AI Studio MCP Server - Powerful Gemini API integration for Model Context Protocol w 41 Claude Code 1 1,064 tok
plausibleventures/lattice lattice.plausible.ventures Isometric games made easy — an agentic game kit. 12 agent skills over 9 zero-dependency Ty 41 Claude Code, Codex, OpenCode 2 3,158 tok
mybolide/mcp-probe-kit mcp-probe-kit.bytezonex.com Spec-driven dev workflow MCP for Cursor & AI agents — start_feature/bugfix orchestration, 41 Claude Code 1 222 tok
kieranklaassen/ruby_llm-skills Agent Skills extension for RubyLLM - load, validate, and integrate skills from filesystem 41 Claude Code 1 961 tok
jazzychad/ios-code-audit Agent skill for comprehensive ios codebase audit 41 Claude Code 1 592 tok
chrisgleissner/c64bridge MCP server to control and program the Commodore 64 Ultimate, Ultimate 64, Ultimate II, or 41 Claude Code, Codex, GitHub Copilot, OpenCode 27 4,359 tok
Nagarjuna2997/ios-agent-skill nagarjuna2997.github.io Swift source, Apple guides and MCP tools for AI coding agents. Review iOS code, scaffold a 41 Claude Code, Codex, Gemini CLI, OpenCode 7 5,145 tok
kage-core/Kage kage-core.com Persistent, verified memory for coding agents — so they stop re-explaining your codebase a 41 Claude Code, Codex, OpenCode 2 2,407 tok
ironystock/agentic-obs agentic-obs: A Model Context Protocol (MCP) server that provides AI assistants with progra 41 Claude Code 1 1,989 tok
ricardocabral/icuvisor icuvisor.app Open-source local MCP connector for intervals.icu (Go binary) 41 Claude Code, Codex 2 2,673 tok
glebis/humane-agentic-design humane.salient.community Humane Agentic Design — a human-centric design method cycle for people and agents 41 Claude Code, Codex, OpenCode 2 109 tok
suiflex/suitest suitest.suiflex.dev Self-hostable, MCP-native testing platform. Manual test management, deterministic runs, op 41 Claude Code, Codex, Gemini CLI, OpenCode 3 4,775 tok
kirill-markin/expense-budget-tracker expense-budget-tracker.com Self-hosted open-source personal finance expense and budget tracker with balances, transfe 41 Claude Code, Codex, OpenCode 2 3,104 tok
xiongQvQ/-b2b-lead-hunter-skill b2binsights.io AI Agent Skill for B2B lead research, decision-maker discovery, customs checks, outreach d 41 Claude Code 1 2,303 tok
nicknisi/fleet A terminal dashboard for managing multiple AI agent sessions in tmux 41 Claude Code 1 183 tok
DemoMacro/office-open office-open.com Create Word, Excel, and PowerPoint files (.docx, .xlsx, .pptx) from plain JSON or fully ty 41 Claude Code, Codex, OpenCode 2 3,467 tok
holgerleichsenring/agent-smith agent-smith.org Agent Smith — the open source agentic software factory: ticket in, spec, verified pull req 41 Claude Code 4 4,228 tok
mpalermiti/outlook-mcp MCP server for Microsoft Outlook personal accounts via Microsoft Graph API. 77 tools acros 41 Claude Code 1 3,371 tok
lacausecrypto/mcp-sports-hub npmjs.com Unified MCP server — 41 sports API providers, 396 tools in one process: scores, stats, odd 41 Claude Code 1 4,066 tok
lonetis/claudeleaf npmjs.com Bring Claude (and any agent) into Overleaf. Claudeleaf is a reliable TypeScript bridge tha 41 Claude Code 1 5,741 tok
mxrsv/spacevibe-deck deck.spacevibe.dev SpaceVibe Deck — a minimal macOS terminal for AI agent CLIs 41 Claude Code, Codex, OpenCode 8 7,178 tok
alecswang/please-hire-me An agent that fills out real job applications while you sleep. 41 Claude Code 3 10,864 tok
j5ik2o/oni-comb-rs A parser-monad combinator library for Rust — named after Oni-Kombu (鬼昆布) 41 Claude Code, Codex, Gemini CLI, OpenCode 36 7,758 tok
mendix/web-widgets marketplace.mendix.com Mendix Platform supported widgets and modules for web 41 Claude Code, Codex, GitHub Copilot, OpenCode 48 4,389 tok