How real projects configure their agents

43,652 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 agents7,588Claude Code6,636Data and AI3,676Backend and APIs3,496Languages3,402Planning3,219Git and workflow3,187Code review2,745Testing2,374Memory and context2,364DevOps and cloud2,310Writing and docs2,309Research2,295Frontend2,261Security2,021Productivity1,715

All Claude Code31,998 Codex23,222 OpenCode22,170 GitHub Copilot3,550 Gemini CLI1,918 Cursor1,738 Windsurf137 Kiro80

Project Stars Configures Files Always loaded
exasol-labs/exasol-agent-skills Exasol skills for AI agents. Optimized for Claude Code and OpenAI Codex 🤖 10 Claude Code, Codex, OpenCode 2 4,245 tok
rube-de/cc-skills A curated collection of Claude Code plugins: multi-agent dev team, AI council code reviews 10 Claude Code, Codex, OpenCode 2 1,228 tok
andersonaguiar/haiflow Run Claude Code as a headless AI agent over HTTP — hooks + ai + flow. Automate code genera 10 Claude Code 4 747 tok
bdmorin/the-no-shop Ixian technology for Claude Code. Invisible marketplace where you get tech that probably b 10 Claude Code, Codex, OpenCode 2 1,547 tok
vyuh-labs/dxkit vyuhlabs.ai Deterministic Stop-gate and code-graph context for AI coding agents: blocks only net-new f 10 Claude Code 3 24,268 tok
microsoft/copilot-brag-sheet Auto-track every Copilot CLI coding session into a structured work impact log. Zero deps, 10 Claude Code, Codex, OpenCode 1 9,573 tok
vzwjustin/advisor Opus-led Claude Code agent team — strategist plans, Sonnet runners read and fix. Live two- 10 Claude Code, Codex, OpenCode 2 2,770 tok
MarkMcCaskey/factorioctl CLI to control Factorio + tools for Claude code to play Factorio 10 Claude Code 1 3,462 tok
muzafferkadir/nextjs-loop-engineering-starter A Next.js starter showing how to run Claude Code / Codex in safe, verified loops — plan → 10 Claude Code, Codex, OpenCode 4 1,479 tok
couimet/rangeLink RangeLink - One Keybinding. Precise References. Any AI assistant or tool. 10 Claude Code 11 9,759 tok
Anmol-Srv/sigil Persistent memory for AI coding agents. Local-first. MCP-native. Auto-captured from Claude 10 Claude Code 1 128 tok
Affirm/navi Claude Code session monitor and notifier 10 Claude Code 1 506 tok
ai-plugin-marketplace/template A single marketplace repo that works with claude, cursor, kiro, gemini and agent skills 10 Gemini CLI 1 207 tok
goondocks-co/open-agent-kit openagentkit.app | Maintenance Mode | OAK automatically captures the plans, decisions, and trade-offs that 10 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 23 3,455 tok
sheppoko/kawaii-terminal kawaii-terminal.dev The terminal for Claude Code & Codex 10 Codex, OpenCode 1 45 tok
event4u-app/agent-config event4u.app Every claim machine-checked, including "zero runtime daemon" — governed skills, rules and 10 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,650 tok
openronin/openronin AI dev teammate for GitHub. Picks up issues, asks questions, ships PRs, answers your revie 10 Claude Code 1 2,240 tok
ashfulcra/fulcra-tools fulcradynamics.com Long-running AI agents coordinating over their human's own Fulcra account — shared bus, c 10 Claude Code, Codex, OpenCode 3 35,649 tok
mantacron/manta mantacron.github.io 20 AI agents in your git workflow. Secrets, injection flaws and unsafe migrations are bloc 10 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 7 5,337 tok
codedev-david/termpolis termpolis.com AI terminal tool supporting multiple AI Terminals, multiple agents and an internal memory 10 Claude Code 1
haroontrailblazer/EduOrchestrate eolearn.vercel.app Turn any AI coding agent into a daily learning command center — adaptive role plans, sourc 10 Claude Code, Codex, Gemini CLI, OpenCode 10 1,081 tok
ababol/bnot bnot.app Claude Code, live in your notch. Every session, every worktree. One glance, one keystroke 10 Claude Code 2 2,592 tok
Maleick/AutoResearch Autonomous recursive self-improvement engine. Subagent-first iteration loop: Plan → Modify 10 Codex, OpenCode 1 389 tok
Avyayalaya/agent-council avyayalaya.github.io A runtime-portable 5-agent adjudicator council for universal quality gating of text artifa 10 Codex, OpenCode 1 2,230 tok
studiozedward/pip-token PipBoy-style VS Code Extension to understand your Claude Code usage. Now live. 10 Claude Code 1 689 tok
crypdick/pynchy pynchy.ricardodecal.com OpenClaw alternative with strict container isolation for security measures. Connects to Wh 10 Claude Code, Codex, OpenCode 4 1,021 tok
ChainAware/behavioral-prediction-mcp chainaware.ai AI-powered tools to analyze wallet behaviour prediction,fraud detection and rug pull predi 10 Claude Code, Codex, OpenCode 2 13,695 tok
rossshannon/weekly-weather-mcp Weather MCP server which returns 7 days of detailed weather forecasts anywhere in the worl 10 Claude Code 1 283 tok
tobs-code/a-mem-mcp-server A-MEM Agentic Memory System - MCP Server for IDE Integration (Cursor, VSCode) | Dual-Stora 10 Claude Code 1 8,913 tok
sdebruyn/fabric-dw-mcp-cli fdw.debruyn.dev Python CLI and MCP server for Microsoft Fabric Data Warehouses and SQL Analytics Endpoints 10 Claude Code 1 195 tok
NiclasOlofsson/mode-manager-mcp MCP Memory Agent Server - A VS Code chatmode and instruction manager with library integrat 10 GitHub Copilot 1 263 tok
teehooai/spidershield spidershield.dev Scan, rate, and harden MCP servers for AI agent safety 10 Claude Code, Codex, OpenCode 2 2,869 tok
cfdude/mcp-finnhub Model Context Protocol server for Finnhub financial market data API 10 Claude Code 1 3,347 tok
paulbreuler/limps basestate.io limps your Local Intelligent MCP Planning Server across AI assistants. No subscriptions, n 10 Claude Code 19 1,941 tok
bees-roadhouse/bookstack-mcp MCP server for BookStack — 56 tools covering the full API + semantic vector search. Rust/t 10 Claude Code 1 3,084 tok
chew-z/itunes.vim This is MCP server for playing from Apple Music Library 10 Claude Code 1 3,308 tok
whiteknightonhorse/APIbase apibase.pro Universal MCP gateway for AI agents — 1387 tools, 397 providers. One endpoint (https://api 10 Claude Code 5
megamen32/gptadmin_opensource became.bezrabotnyi.com One MCP hub — any AI controls any infrastructure. Self-hosted, works with ChatGPT, Claude, 10 Claude Code, Codex, OpenCode 27 5,742 tok
inetgas/arch-compiler An architecture-level AI harness that compiles constraints and NFRs into explicit, reviewa 10 Claude Code, Codex, OpenCode 2 1,375 tok
kunbo928/kflow kunbo928.github.io Platform-neutral engineering Skills and deterministic tooling for AI coding agents. 10 Claude Code, Codex, OpenCode 2 874 tok
StacklokLabs/plotting-mcp MCP server that transforms CSV data into visualizations 10 Claude Code 2 210 tok
CodeFormers-it/ksefnik KSeF SDK for TypeScript/Node.js — invoice reconciliation with bank statements (MT940, mBan 10 Claude Code 1 796 tok
rlespinasse/agent-skills A collection of Agent Skills for AI coding assistants (Claude, Cursor, Copilot). Following 10 Claude Code 1 1,235 tok
a-tokyo/agent-skills-harness agent-skills-harness.ahmedtokyo.com A factory for building production-grade agent skills — benchmarked against gold standards, 10 Claude Code, Codex, OpenCode 2 1,925 tok
segentic-lab/periscope-mcp lab.segentic.dev Web-app QA, testing & analysis for AI agents — 74 Playwright tools: authenticated flows (2 10 Claude Code, Codex, OpenCode 2 8,976 tok
AlanOgic/mcp-odoo-adv Enhanced Odoo MCP server (STDIO, SSE, Streamable HTTP) 10 Claude Code, Codex, OpenCode 10 4,934 tok
MadnessEngineering/Omnispindle madnessinteractive.cc A comprehensive MCP-based todo management system, that serves as a central nervous system 10 Claude Code 2 5,096 tok
reshaprio/reshapr.io reshapr.io reShapr website 10 Codex, OpenCode 1 654 tok
zaydiscold/robinhood-cli-mcp-api Robinhood CLI (MCP + API) — unofficial Robinhood API map + CLI + MCP for a real account (r 10 Claude Code, Codex, OpenCode 2 12,087 tok
aaearon/mcp-privilege-cloud A production-ready Model Context Protocol (MCP) server for Idira (formerly CyberArk) Privi 10 Claude Code 1 5,769 tok