How real projects configure their agents

44,969 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 agents8,530Claude Code6,887Git and workflow3,618Data and AI3,582Backend and APIs3,558Languages3,485Planning3,325Code review2,903Testing2,691DevOps and cloud2,482Writing and docs2,481Memory and context2,373Research2,322Frontend2,310Security2,179Project management1,971

All Claude Code32,523 Codex24,842 OpenCode23,761 GitHub Copilot3,723 Gemini CLI2,038 Cursor1,771 Windsurf201 Kiro116

Project Stars Configures Files Always loaded
ivan-magda/swift-security-skill AI agent skill for secure credential storage & cryptography on Apple platforms - Keychain 40 Claude Code, Codex, OpenCode 2 847 tok
takeshy/obsidian-llm-hub Obsidian plugin for AI chat, workflow automation, and semantic search — supports Gemini, 40 Claude Code, Codex, OpenCode 2 2,303 tok
giantswarm/muster giantswarm.github.io Aggregating MCP server: one authenticated endpoint for every MCP server a platform runs, w 40 Claude Code, Codex, Cursor, OpenCode 4 1,118 tok
Infisical/ai-skills AI skills and MCP connection for Infisical -- Stop your AI from hallucinating about Infisi 40 Codex, OpenCode 1 2,391 tok
MonkeyUI-dev/vibe-to-ui Make AI-generated UI actually look designed. 40 Codex, OpenCode 1 2,738 tok
JeongJaeSoon/agent-guard Real-time secret-leak guardrails for AI coding agents (Claude Code, Codex), Git hooks, and 40 Codex, OpenCode 1 540 tok
jakub-k-slys/substack-gateway-oss iam.slys.dev Stateless Substack Gateway exposing a REST API and MCP for reading profiles, posts, notes, 40 Claude Code, Codex, OpenCode 2 3,851 tok
DeepSQLAI/deepsql deepsql.ai The database agent for Postgres and MySQL - Point it at PostgreSQL or MySQL and ask questi 40 Claude Code, Codex, OpenCode 2 30,454 tok
daniviber/infomaniak_mcp Complete Infomaniak MCP server 40 Claude Code 1 1,023 tok
vscarpenter/gsd-task-manager gsd.vinny.dev Stop juggling, start finishing. GSD Task Manager makes it easy to sort your to-dos into wh 40 Claude Code, Codex, GitHub Copilot, OpenCode 41 6,988 tok
benedict-armstrong/presio presio.ch Present PDFs from your browser. Including speaker notes, mp4/YouTube/Vimeo support and mor 40 Codex, OpenCode 1 536 tok
363045841/KLineChartQuant 363045841.github.io High-performance financial charting terminal with Canvas/WebGL/WebGPU backends, 1–3ms GPU 40 Codex, OpenCode 7 3,365 tok
GSA-TTS/agentic-coding-playbook Practical, tool-agnostic playbook for federal employees building software with AI coding a 40 Claude Code, Codex, OpenCode 13 12,245 tok
doodledood/claude-code-plugins A curated marketplace of Claude Code plugins for agentic development workflows, featuring 40 Claude Code, Codex, OpenCode 5 3,092 tok
j4flmao/agent-skills 40 Claude Code, Codex, GitHub Copilot, OpenCode 13 2,791 tok
NYBaywatch/AgrusScanner Windows network scanner that finds AI/ML services and MCP servers on your network (shadow 40 Claude Code 1 —
spxrogers/agentsync agentsync.cc Sync AI coding-agent configs (Claude Code, OpenCode, Codex, and more) from one canonical, 40 Claude Code, Codex, OpenCode 3 13,349 tok
openschool-org/openschool openschool-org.github.io Open digital platform for Sri Lankan schools. 40 Claude Code, Codex, OpenCode 2 2,202 tok
wildcard/caro caro.sh caro: fast Rust CLI that turns natural‑language tasks into a safe POSIX command. Built for 40 Claude Code, GitHub Copilot 16 13,030 tok
manzolo/myshell-openvoice-docker This Dockerfile provides a convenient way to set up an environment for running OpenVoice, 40 Claude Code, Gemini CLI 2 1,720 tok
Randroids-Dojo/PlayGodot Playwright for Godot game engine. A Godot plugin for headless test automation. 40 Claude Code, Codex, OpenCode 4 690 tok
anthonyhaussman/opencode-agy-auth npmjs.com Antigravity auth plugin for opencode 40 Codex, OpenCode 1 4,665 tok
heddendorp/section-app-client tumi.esn.world Frontend of the ESN section app 40 Codex, OpenCode 1 534 tok
GetSHIM/shim-cli getshim.tech Local traffic visibility and privacy controls for coding agents. See what Claude Code, Cod 40 Claude Code, Codex, OpenCode 1 2,389 tok
sushichan044/cc-hooks-ts npmjs.com Define Claude Code hooks with full type safety. 39 Claude Code, Codex, GitHub Copilot, OpenCode 37 1,322 tok
hardyz0517/relay-pool-desktop Local desktop relay pool manager for AI API providers. 39 Codex, OpenCode 1 1,160 tok
TsingShui/roco-world-skill Kingdom of Rock World Agent Skill, with built-in game battle mechanics, pet data, skills, 39 Claude Code 2 452 tok
Eldergenix/Proofloop Proof-driven Claude/Codex agent loop with paired execution, persistent resume, and adversa 39 Claude Code, Codex, OpenCode 4 668 tok
pguilp25/jarvis the best free ai 39 Claude Code 1 5,730 tok
doublej/consult-user-mcp doublej.github.io Consult User MCP - A Human Consultation Interface 39 Claude Code, Codex, OpenCode 9 4,048 tok
david-strejc/laskobot Enhanced MCP server for browser automation with improved element selection, tab management 39 Claude Code 1 1,080 tok
toolprint/awesome-mcp-personas toolprint.ai A curated collection of persona-based mcp server & tool groupings. 39 Claude Code 2 883 tok
openclix/openclix openclix.ai Open-source, local-first mobile app retention and engagement automation with agent-driven 39 Claude Code, Codex, OpenCode 2 821 tok
kumo-ai/kumo-coding-agent kumo.ai Kumo Coding Agent — context docs, skills, and self-maintenance for building ML models with 39 Claude Code, Codex, OpenCode 4 2,352 tok
theFong/mmoney-cli CLI for Monarch Money - access your financial data from the command line. Built for agents 39 Claude Code 1 —
umbraco/Umbraco-CMS-MCP-Dev 39 Claude Code 17 1,872 tok
bsmi021/mcp-file-context-server A Model Context Protocol (MCP) server that provides file system context to Large Language 39 Claude Code 3 835 tok
digitarald/vscode-agent-todos marketplace.visualstudio.com Gives VS Code agent mode planning superpowers with dynamic todo lists 39 Claude Code, GitHub Copilot 2 5,384 tok
conorluddy/ContextPods deepwiki.com Model Context Protocol management suite/factory. An MCP that can generate and manage other 39 Claude Code, Codex, OpenCode 6 2,161 tok
markhuangai/dense-mem markhuang.ai Self-hosted AI agent memory server with MCP, evidence provenance, typed claims, conflict d 39 Codex, OpenCode 1 3,474 tok
bigdra50/unity-cli CLI tool for controlling Unity Editor via command line - Play Mode, console logs, tests, s 39 Claude Code 1 985 tok
Artmann/package-registry-mcp MCP server for searching and getting up-to-date information about NPM, Cargo, PyPi, and Nu 39 Claude Code 1 404 tok
powroom/flins flins.tech Universal skill installer for AI coding agents 39 Claude Code, Codex, OpenCode 21 826 tok
dilberryhoundog/dev-workspace Dev workspace is an advanced context management system for Claude Code. 39 Claude Code 1 —
derek-larson14/delegate Text files and slash commands for running company operations with AI. 39 Claude Code 1 362 tok
aviflombaum/claude-code-in-avinyc A collection of claude code plugins and skills 39 Claude Code, Codex, OpenCode 2 3,152 tok
ourines/worktree-task-plugin Claude Code plugin for managing large coding tasks using git worktrees and background sess 39 Claude Code 1 793 tok
tuziapi/tuzi-skills Skills based on the Tuzi AI API 39 Claude Code 2 4,126 tok
railyard-dev/railguard railguard.tech Safe runtime for Claude Code, built to be yours. 39 Claude Code 1 627 tok
songyang0603/ds-spec-loop Portable Agent Skill for repository-native Spec programming, informed by public DeepSeek H 39 Codex, OpenCode 1 281 tok