How real projects configure their agents

45,012 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 agents8,549Claude Code6,896Git and workflow3,630Data and AI3,579Backend and APIs3,559Languages3,491Planning3,321Code review2,909Testing2,691DevOps and cloud2,492Writing and docs2,490Memory and context2,374Research2,321Frontend2,311Security2,183Project management1,977

All Claude Code32,540 Codex24,898 OpenCode23,819 GitHub Copilot3,723 Gemini CLI2,039 Cursor1,772 Windsurf202 Kiro116

Project Stars Configures Files Always loaded
Ashex/atproto-mcp 9 Codex, OpenCode 1 4,114 tok
stackhawk/stackhawk-mcp 9 Claude Code 1 1,055 tok
yasunori0418/skills Coding Agent skills for personal use 9 Claude Code, Codex, OpenCode 1 3,401 tok
willem4130/claude-code-skills Development playground and collection of custom skills for Claude Code - extending Claude 9 Claude Code 1 728 tok
Digilac/simap-mcp npmjs.com An MCP (Model Context Protocol) server for interacting with simap.ch, Switzerland's public 9 Claude Code 1 2,240 tok
Chaitanya299/Orient npmjs.com A living map of what you're building: state, decisions, and the why for Claude Code, openc 9 Claude Code 1 389 tok
narrative-io/narrative-skills-marketplace An agent skills marketplace from Narrative I/O — interactive, AI-powered slash-command wor 9 Codex, OpenCode 1 2,125 tok
MadaBurns/bv-mcp blackveilsecurity.com DNS, email-authentication, TLS and exposure scanning for AI agents: 81 MCP tools, scored 0 9 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 20 8,973 tok
Dakera-AI/dakera-mcp dakera.ai Self-hosted MCP server for AI agent memory — 14 core tools, profile-based tiering (86+ ava 9 Claude Code 2 248 tok
bcanfield/agentic-tech-debt skills.sh Every shortcut your coding agent takes, saved to your repo as it happens. Fix them when yo 9 Claude Code, Codex, OpenCode 2 3,416 tok
jscraik/Agent-Skills Skills SDK for Codex/AI coding agents: author, validate, evaluate, and sync runtime projec 9 Codex, OpenCode 1 1,512 tok
pengzhangzhi/superpowers-ml Skills that make your AI agent do ML research like a skeptical scientist, not a hype machi 9 Claude Code, Codex, Gemini CLI, OpenCode 3 1,913 tok
deanpeters/ai-product-operating-model-skills Evidence-based skills for designing and improving AI product operating models 9 Codex, OpenCode 1 6,987 tok
sherifabdlnaby/skills 🍣 Hand-rolled AI Skills distilled from my everyday experience. Git & Mise (...and others) 9 Codex, OpenCode 1 1,540 tok
muratmirgun/gophers 26 production-grade Go skills for Claude Code, Gemini CLI, and opencode. 9 Claude Code 1 615 tok
fastrevmd-lab/fwskillsshare mechub.org 31 skills for firewall and network security work — Juniper SRX design, NAT, VPN, and MNHA 9 Codex, OpenCode 1 948 tok
dizcorvus/flop-airdrop-skill flop.finance Community agent skill for the FLOP genesis airdrop. Read AGENTS.md first. A DID and Techno 9 Codex, OpenCode 1 886 tok
amadeus-dlc/amadeus Agent skills, templates, examples, validators, and docs for operating Amadeus DLC, a lifec 9 Claude Code, Codex, OpenCode 11 4,995 tok
smorinlabs/agent2linear agent2linear is a command-line interface for Linear designed to work seamlessly with both 9 Claude Code 2 6,030 tok
AnimaApp/smarter-agent Minimal, self-checking, simulation-driven improvement for AI agents 9 Codex, OpenCode 1 331 tok
Karthick-Ramachandran/persist-os persist-os.pages.dev Engineering memory that outlives the chat. A local-first CLI that keeps decisions, convent 9 Claude Code, Codex, OpenCode 5 1,331 tok
sendx/email-skills SendX's best practices for message performance, email sending deliverability and complianc 9 Claude Code, Codex, OpenCode 2 930 tok
alex-feel/mcp-context-server alexfeel.info MCP Context Server — a FastMCP-based server providing persistent multimodal context storag 9 Claude Code 1 35,658 tok
gondola-ai/gondola-mcp Cash-vs-award travel search MCP — hotels, flights, and rental cars across every major loya 9 Gemini CLI 1 366 tok
sakebomb/mcp-recall Compresses MCP and Bash tool output for Claude Code and keeps full results in SQLite with 9 Claude Code 1 3,413 tok
young1lin/claude-token-monitor Claude Code Statusline plugin with support for Anthropic native quota display and Z.ai Cod 9 Claude Code 2 4,931 tok
katareayush/video-captions Claude Code plugin: transcribe a video's speech locally and burn in accurately-timed capti 9 Claude Code, Codex, Gemini CLI, OpenCode 2 494 tok
WaterTian/cc-hud Compact Claude Code statusline — zero-dependency, crash-free on Windows 9 Claude Code, Codex, OpenCode 2 9,066 tok
itallstartedwithaidea/google-ads-gemini-extension Gemini CLI extension for Google Ads management — campaign analysis, auditing, optimization 9 Gemini CLI 1 1,151 tok
igloude/ds-skills Agent skills to police AI-generated frontend work for design system conformance. 9 Claude Code 1 —
SeongwoongCho/adaptive-harness A self-improving harness router for Claude Code. 9 Claude Code 2 857 tok
eddmann/strava-mcp MCP server enabling LLMs to interact with the Strava API - activities, segments, routes, a 9 Claude Code, Codex, OpenCode 2 47 tok
cwooddgr/bezelbub macOS app that frames device screenshots with Apple product bezels 9 Claude Code 1 1,310 tok
darshjoshi/pitwall Turn Claude into your F1 race engineer — 79 MCP tools for telemetry, strategy, and 75 year 9 Claude Code 1 1,019 tok
seokan-jeong/team-shinchan 15 Shinchan character agents that debate, plan, execute, and learn. Stop doing everything 9 Claude Code, Codex, OpenCode 2 1,360 tok
mlund01/squadron docs.squadron.sh Declarative multi-agent AI workflows in HCL. Single Go binary. Native MCP. Plugins in Go a 9 Claude Code 1 13,350 tok
acartag7/mcp-sso OAuth 2.1 and enterprise SSO for remote MCP servers without API keys in client configs. 9 Claude Code, Codex, OpenCode 4 4,794 tok
systempromptio/systemprompt-core systemprompt.io AI governance infrastructure for agentic systems. Rust library behind systemprompt.io — MC 9 Claude Code, Codex, OpenCode 2 7,255 tok
lililib/ai-session-search Local-first full-text search and reusable context library for AI coding sessions across Cl 9 Codex, OpenCode 1 113 tok
cherchyk/MCPBrowser 9 GitHub Copilot 9 —
spideynolove/sequential-thinking-mcp-v2 Sequential Thinking MCP server follows First principle thinking framework 9 Claude Code 1 700 tok
keithyt06/quick-dingtalk-mcp User-identity DingTalk MCP server. Wraps the official dws CLI to expose your real DingTalk 9 Claude Code 1 1,491 tok
ftaricano/mcp-onedrive-sharepoint MCP server and CLI for OneDrive and SharePoint document libraries via Microsoft Graph, wit 9 Codex, OpenCode 1 1,050 tok
knowledgestack/ks-cookbook knowledgestack.ai Developer acceleration layer for enterprise RAG + agent pipelines. 32 production-style fla 9 Claude Code 3 1,662 tok
hugooc/OpenKP openkp.org Patient-directed MCP bridge between Claude and Kaiser Permanente's patient portal. 9 Claude Code 1 3,300 tok
varve-sh/varve varve.sh Decision memory for AI coding agents. A local-first Go binary and MCP server: records deci 9 Claude Code 1 898 tok
Cbrown35/20i-MCP 20i.com 🚀 The first and only Model Context Protocol (MCP) server for 20i web hosting services. 9 Claude Code 1 1,564 tok
EtanHey/brainlayer brainlayer.etanheyman.com Persistent memory MCP for AI agents — SQLite, knowledge graph, 13-tool Python MCP + 17-too 9 Claude Code, Codex, OpenCode 2 9,393 tok
chrisribe/simple-memory-mcp 🧠 Persistent local memory for AI assistants across conversations. SQLite, no cloud, no co 9 GitHub Copilot 1 450 tok
flaco-source/altium-mcp MCP server bridging Cursor to Altium Designer via DelphiScript 9 Cursor 1 —