How real projects configure their agents

32,552 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 agents8,564Claude Code6,906Git and workflow3,633Data and AI3,578Backend and APIs3,558Languages3,494Planning3,322Code review2,906Testing2,695DevOps and cloud2,496Writing and docs2,489Memory and context2,375Research2,320Frontend2,312Security2,181Project management1,980

All Claude Code32,552 Codex24,920 OpenCode23,840 GitHub Copilot3,723 Gemini CLI2,039 Cursor1,771 Windsurf202 Kiro117

Project Stars Configures Files Always loaded
altudev/wiro-ai-sdk Unofficial Community Maintained Wiro AI Sdk package for Node.js developers. 10 Claude Code, Codex, OpenCode 2 3,643 tok
johannhartmann/mcpcodeanalysis A code understanding MCP server. Let's see if we can use it to refactor code. 10 Claude Code, Codex, OpenCode 2 3,420 tok
PhungXuanAnh/selenium-mcp-server 10 Claude Code, Codex, GitHub Copilot 4 3,075 tok
MonkeyRun-com/monkeyrun-open-brain Open Brain — personal knowledge/memory MCP server for AI agents 10 Claude Code 1 996 tok
tomDeprez/-CyberPentest-Plugin-Claude-Code Plugin de pentest offensif intégré à Claude Code. Lance nmap, sqlmap, nuclei, gobuster et 10 Claude Code 3 406 tok
lulaide/fofa-mcp npmjs.com An MCP (Model Context Protocol) tool server for the FOFA search engine, enabling AI assist 10 Claude Code 1 854 tok
labrinyang/apple-health-analysis Mayo Clinic-grade Apple Health data analysis — Claude Code skill with 20 peer-reviewed sta 10 Claude Code 1 —
opsmill/infrahub-mcp docs.infrahub.app MCP server for Infrahub 10 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 67 1,956 tok
ycs77/apifable MCP server that helps AI agents explore OpenAPI specs, search endpoints, and generate Type 10 Claude Code, Codex, OpenCode 2 782 tok
marclove/llmc AI-powered commit message generator that follows Conventional Commits specification. Simpl 10 Claude Code, Codex, Gemini CLI, OpenCode 4 2,158 tok
harnessprotocol/harness-kit harnesskit.ai Your plugins, skills, MCP servers, hooks, conventions, and governance packaged into a sing 10 Claude Code 1 1,579 tok
Fuenfgeld/pydantic-ai-skills Production-ready Claude Code skills for building AI agents with Pydantic AI. Includes depe 10 Claude Code 1 856 tok
let-sunny/canicode Pre-implementation interview between Figma and AI codegen. Linter + plain-language Q&A for 10 Claude Code 11 2,390 tok
jx453331958/ccusage-web Web dashboard for monitoring Claude Code usage and costs. Built with Next.js, ECharts, and 10 Claude Code 1 313 tok
Ninjabeam20/SportIQ-MCP sport-iq-sports-analysis.vercel.app MCP server with 25+ AI-callable tools for IPL, F1 & FIFA WC 2026 — Dream11 solver, F1 pit- 10 Claude Code, Codex, OpenCode 21 8,084 tok
ferrisdb/ferrisdb ferrisdb.org 🦀 Educational distributed database in Rust - Learning LSM-trees, MVCC, and distributed sy 10 Claude Code, Codex, OpenCode 2 4,288 tok
CreatmanCEO/ai-context-hierarchy Three-level context hierarchy for AI coding agents — featured in Graphify v5.0 roadmap. St 10 Claude Code 1 859 tok
zarubinvibe/themis Evidence-first legal workflow for Russian civil practice, with intake, drafting, review ga 10 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 11 2,159 tok
gceico/claude-make-it-rain Claude Code spend tracker for your menu bar, makes it rain 💸 10 Claude Code, Codex, OpenCode 2 2,950 tok
BrunoPessoa22/aguia Multi-agent system built natively on Anthropic Claude Code CLI. 20+ autonomous agents, Tel 10 Claude Code 3 —
Flexonze/claude-init Automatically generate Claude Code configs tailored for your project. 10 Claude Code 11 —
zalom/plastic Intent-driven AgentOS for graph-based engineering workflows and agent orchestration 10 Claude Code, Codex, OpenCode 3 2,362 tok
berrzebb/quorum Cross-model audit gate with autonomous quality loop — AST hybrid scanning, fitness gate, b 10 Claude Code 1 184 tok
shekohex/dotai My AI Agents Home 10 Claude Code, Codex, OpenCode 19 —
jvPalma/dotrun DotRun transforms scattered scripts, complex command sequences, and tribal knowledge into 10 Claude Code 1 7,688 tok
garavitgabriel/claude-remote-kit Drive Claude Code from your phone — the same session as your desk. tmux or herdr (for runn 10 Claude Code 1 —
Caspian-Sun/claude-code-workflow AI-driven R&D workflow framework: 8-step SDLC, hard gates, @rules traceability chain. Bili 10 Claude Code 29 1,385 tok
sidan93/claude-eng-loop Engineering Loop — a CLAUDE.md workflow template that turns AI coding agents into structur 10 Claude Code 1 3,375 tok
abhinav503/flutter-agentic Flutter Clean Architecture template optimised for AI coding agents — BLoC, Freezed, Dio, f 10 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 10,884 tok
geserdugarov/agent-orchestrator Orchestrator for automated GitHub issue monitoring and agentic development across multiple 10 Claude Code, Codex, OpenCode 4 1,527 tok
secretgate/secretgate pypi.org Security proxy for AI coding agents — intercepts outbound traffic and redacts secrets befo 10 Claude Code 1 1,850 tok
onsenhyo/quickclaude CLI launcher for Claude Code — quickly pick and launch your recent projects 10 Claude Code 1 354 tok
edo1z/claude-cli.nvim Neovim plugin for seamless Claude Code CLI integration - AI-powered coding assistant in yo 10 Claude Code 1 768 tok
Chappygo-OS/Atomic-Spec pypi.org Stop your AI from vibe-coding. Governance layer that forces Claude, Cursor, Copilot, Gemin 10 Claude Code, Codex, OpenCode 2 8,659 tok
emberglow-dev/emberglow-keyboard emberglow.dev Your keyboard glows blue while your AI agent works and green when it's done. An ambient st 10 Claude Code 1 1,647 tok
dongsheng123132/task-passport taskpack.org Open task handoff protocol for DeepSeek Harness, WorkBuddy, Claude Code and Codex — verifi 10 Claude Code, Codex, OpenCode 2 1,676 tok
martinambrus/claude_timings_wrapper Tracks idle, typing, and agent work time across Claude Code sessions using PTY wrapping an 10 Claude Code, Codex, OpenCode 2 343 tok
usewire/wire-memory usewire.io Persistent memory plugin for AI coding agents. Captures decisions, corrections, and patter 10 Claude Code 1 480 tok
dewil/claude-control Autonomous infrastructure over Claude Code: phone-dispatched remote sessions + a fleet of 10 Claude Code 15 269 tok
kimsanguine/llm-brain habix.ai A personal knowledge management system that uses LLMs as a compiler (Second Brain Compiler 10 Claude Code, Codex, OpenCode 3 3,788 tok
newmancai/oc-go-cc-optim High-performance Go proxy optimized for Claude Code, supporting DeepSeek v4, manual model 10 Claude Code 1 620 tok
valpere/chorus valpere.github.io Cross-agent plugin collection for AI coding CLIs. Delegate tasks and run workflow patterns 10 Claude Code, Codex, GitHub Copilot, OpenCode 6 2,973 tok
bang9/ai-tools A collection of tools for Claude Code to operate more efficiently 10 Claude Code, Codex, OpenCode 2 1,501 tok
lasswellt/cc-metrics Real-time OpenTelemetry metrics dashboard for monitoring Claude Code usage, token consumpt 10 Claude Code 1 4,657 tok
mellanon/pai-collab PAI Community Blackboard — shared coordination space for PAI community collaboration 10 Claude Code 1 3,531 tok
danieljhkim/orbit orbit-cli.com Orbit is durable, intent-tracked agentic project management for developers 10 Claude Code, Codex, OpenCode 3 1,837 tok
ariobarin/agentic-engineering-101 A practical guide to AI coding tools for students (maximizing those student perks) 10 Claude Code 4 —
hrygo/openclaw-devkit OpenClaw DevKit - Containerized development toolkit for OpenClaw multi-channel AI producti 10 Claude Code 1 2,062 tok
qwedsazxc78/devops-ai-skill npmjs.com ⚡ Cross-platform DevOps AI Skill Pack — Horus (IaC) + Zeus (GitOps) agents, ingress→Gatewa 10 Claude Code, Codex, Gemini CLI, OpenCode 31 3,092 tok
Habib0x0/spec-driven-plugin habib0x0.github.io Spec-Driven Development Plugins For ClaudeCode/Codex 10 Claude Code 1 2,414 tok