How real projects configure their agents

23,761 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
eduair94/cambio-uruguay cambio-uruguay.com cambio-uruguay.com: Uruguay exchange rates, rentals, used cars and prices. Public API, rem 8 Claude Code, Codex, OpenCode 2 31,148 tok
slayerlabs/slay-paper Slayer's universal paper formatka & workflow — dialectic reasoning (thesis↔antithesis→synt 8 Claude Code, Codex, OpenCode 2 3,807 tok
mreider/agilemarkdown agilemarkdown.com Run your backlogs in markdown 8 Claude Code, Codex, GitHub Copilot, OpenCode 11 3,597 tok
actual-software/actual-cli cli.actual.ai Architecture questions, answered from your ADRs. 8 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,269 tok
lookatitude/guild Self-evolving Claude Code plugin for specialist agent guilds, structured planning, persist 8 Claude Code, Codex, OpenCode 2 8,662 tok
cwensel/arcaneum CLI tools and Claude Code plugins for semantic and full-text search across code, docs, and 8 Claude Code, Codex, OpenCode 2 1,885 tok
P4ST4S/mcp-audit A transparent Go proxy that intercepts, signs, and audits all MCP tool calls between any c 8 Claude Code, Codex, OpenCode 5 2,890 tok
bharath03-a/GitCortex bharath03-a.github.io Branch-aware code knowledge graph for Git repos — indexes your codebase on every commit vi 8 Claude Code, Codex, OpenCode 25 764 tok
josix/agent-flow josix.github.io A Claude Code plugin that transforms Claude into a multi-agent orchestrated system with sp 8 Claude Code, Codex, OpenCode 1 681 tok
peterblazejewicz/claude-plugins .NET C# cross-platform Claude Code plugins 8 Claude Code, Codex, OpenCode 2 3,389 tok
pamelafox/azure-cosmosdb-identity-aware-mcp-server pamelafox.github.io A code sample and presentation about building an identity-aware MCP server with FastMCP, A 8 Codex, OpenCode 1 690 tok
CiscoDevNet/CiscoFMC-MCP-server-community 8 Codex, OpenCode 1 303 tok
sumup/sumup-mcp mcp.sumup.com SumUp MCP Server. 8 Codex, OpenCode 1 471 tok
Aradotso/OpenAra ara.so Open-source Computer Use in any agent. 8 Codex, OpenCode 1 319 tok
tensorfreitas/lunatask-mcp Unofficial Lunatask MCP server 8 Claude Code, Codex, OpenCode 2 3,320 tok
DanWahlin/ai-repo-adventures danwahlin.github.io A fun, Model Context Protocol (MCP) server and/or HTML generator that transforms code repo 8 Codex, OpenCode 1 3,282 tok
norandom/ragflow-claude-desktop-local-mcp because-security.com What if your AI agents could talk to your documents, so that you don't have to repeat your 8 Codex, OpenCode 1 92 tok
bcharleson/smartlead-cli CLI and MCP server for the Smartlead.ai API — 142 commands for campaigns, leads, email acc 8 Codex, OpenCode 1 2,096 tok
bartolli/kmd Knowledge-markdown CLI + MCP server. Validate, index, and serve a structured markdown vaul 8 Claude Code, Codex, OpenCode 1 1,875 tok
antruongnguyen/mcp-server-manager A Model Context Protocol Server Manager (MCPSM) that orchestrates the MCP servers, manage 8 Claude Code, Codex, Gemini CLI, OpenCode 3 2,980 tok
hydrosquall/vega-mcp-server Custom interactive charts in LLM conversations using MCP Apps 8 Codex, OpenCode 1 160 tok
drohi-r/beyond-mcp ecube-entertainment.com MCP server for Pangolin BEYOND with 117 tools for cue control, zones, effects, projector a 8 Claude Code, Codex, OpenCode 4 195 tok
teamchrisfromthelc/local-wp-mcp MCP server providing WP-CLI, MySQL, and filesystem access for Local by Flywheel WordPress 8 Codex, OpenCode 1 333 tok
Radek44/mcp-tauri-automation MCP Server for Tauri Application Automation 8 Claude Code, Codex, OpenCode 2 651 tok
orifisher2/sqlike sqlike.com CLI, MCP server, GitHub Action and pre-commit hook for sqlike: deterministic SQL analysis 8 Codex, OpenCode 1 1,743 tok
New1Direction/webmcp-anything wmcp.sh Turn any URL into agent-callable MCP tools. One spec-compliant MCP server endpoint, no per 8 Codex, OpenCode 1 4,267 tok
structured-world/gitlab-mcp gitlab-mcp.sw.foundation GitLab MCP server — issues, merge requests, pipelines, code search. 80+ tools. 8 Codex, GitHub Copilot, OpenCode 2 1,796 tok
Aryan-Jhaveri/mcp-statcan mcp-statcan.com MCP server + CLI for Statistics Canada (StatCan) — access 7,000+ Canadian statistical tabl 8 Codex, OpenCode 1 85 tok
trevhud/rote roteskills.com Compile AI agent skills into cheap, fast, deterministic pipelines that run without an LLM 8 Codex, OpenCode 1 6,175 tok
BjornMelin/dev-skills AgentSkills library: reusable skills for AI coding agents (AI SDK, Codex, LangGraph, Supab 8 Codex, OpenCode 1 4,549 tok
Avyayalaya/pm-skills-arsenal avyayalaya.github.io 12 codex-grade PM skills (1,000–1,300 lines each) for senior PMs, founders, and AI agents. 8 Codex, OpenCode 1 1,579 tok
widnyana/eyay-toolkits Agents don’t behave, they swarm. Skills and plugins slot in mid flight, and somehow the wh 8 Claude Code, Codex, OpenCode 2 629 tok
yeaight7/agent-powerups Curated power-ups for coding agents: skills, slash commands, MCP configs, hooks, AGENTS.md 8 Claude Code, Codex, Gemini CLI, OpenCode 3 2,477 tok
sgomez/developer-skills Unattended PRD delivery for Claude Code 8 Claude Code, Codex, OpenCode 3 1,839 tok
onimusya/media-gen A production-ready CLI for multi-provider media generation. Generate images, videos, voice 8 Codex, OpenCode 1 1,505 tok
athal7/dotfiles 8 Codex, OpenCode 1 1,178 tok
matematicsolutions/awesome-matematic-skills-pl matematicsolutions.com Polish hub of legal-AI skills - 45 skills in 8 Claude Code / Cowork bundles (LLM output ve 8 Claude Code, Codex, OpenCode 2 2,042 tok
TAKEOFF69/codex-skills-kit Task-typed prompt-engineering Agent Skills for OpenAI Codex. 8 Codex, OpenCode 1 714 tok
benelser/docent Point it at anything — a codebase, a PR, an essay, a paper, a URL — and get back a narrate 8 Codex, OpenCode 1 2,611 tok
chenyuxiaojin/xiaochen-skills blog.xiaochens.com 17 Claude Code plugins / 19 skills for video, publishing, Obsidian, GEO and real content w 8 Claude Code, Codex, OpenCode 2 1,589 tok
nijanthan-dev/taxmate-australia Prep-only Australian individual tax return plugin and portable skills for Codex, Claude Co 8 Codex, OpenCode 1 2,352 tok
Kocal/symfony-contribution-skills symfony.com IA skills for contributing to the Symfony framework & related packages 8 Codex, Gemini CLI, OpenCode 2 1,480 tok
thuandiep1707/codex-harness-javascript Multi-agent harness for OpenAI Codex with Jira-backed workflows, pause/resume, progressive 8 Claude Code, Codex, OpenCode 4 7,185 tok
vassiliylakhonin/agenda-intelligence-md output-verification.agendamcp.dpdns.org Local evidence checks for AI agents and RAG. Catch broken citations, quote mismatches and 8 Claude Code, Codex, OpenCode 2 3,775 tok
ljchang/mecha docs.mecha-factory.ai A standalone agent harness in Rust: a provider-agnostic loop, MCP tools, a path jail and p 8 Claude Code, Codex, OpenCode 4 10,341 tok
MidnightDarling/collate Chinese-language literature OCR proofreading and reading pipeline for historical researche 8 Claude Code, Codex, Gemini CLI, OpenCode 2 9,613 tok
grostim/cloudcli-cron Scheduled Prompt is a local-first CloudCLI plugin for workspace-scoped scheduled prompts, 8 Codex, OpenCode 1 46 tok
Abdssamie/promption Promption is a modern AI prompt manager built with Tauri, React, and TypeScript. 8 Codex, OpenCode 1 3,395 tok
counterposition/pi Skills, extensions, and packages for the Pi coding agent 8 Claude Code, Codex, OpenCode 2 269 tok
Xipher-Labs/walter-os Self-hostable AI-agent operations framework by Xipher Labs 8 Claude Code, Codex, OpenCode 2 7,868 tok