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
RainFlashPoint/capital-agent-skills 6 Claude Code, Codex, OpenCode 2 2,357 tok
ronjunevaldoz/kmp-agent-skills AI agent skills for Kotlin Multiplatform (KMP) development — clean architecture, feature s 6 Codex, OpenCode 1 562 tok
mareurs/claude-plugins Claude Code plugin marketplace - SDD and more 6 Claude Code, Codex, OpenCode 2 11,009 tok
IronAdamant/Chisel Test impact analysis and code intelligence for LLM agents. Zero dependencies. 15 MCP tools 6 Claude Code, Codex, OpenCode 3 2,485 tok
dajiaohuang/shuiyuan-mcp Shuiyuan Discourse MCP with cookie login launchers 6 Codex, OpenCode 1 1,471 tok
cyanheads/gutenberg-mcp-server npmjs.com Search, browse, and read 78,000+ public-domain books from Project Gutenberg with full plai 6 Claude Code, Codex, OpenCode 2 17,774 tok
lineofflight/frankfurter-mcp frankfurter.dev MCP server for the Frankfurter exchange rates API 6 Claude Code, Codex, OpenCode 2 1,643 tok
cyanheads/wikipedia-mcp-server npmjs.com Search Wikipedia articles, read summaries and full text, target sections, list an article' 6 Claude Code, Codex, OpenCode 2 16,666 tok
cyanheads/orcid-mcp-server npmjs.com Search and retrieve researcher profiles, works, affiliations, funding, and peer review rec 6 Claude Code, Codex, OpenCode 2 16,306 tok
alejandro-technology/opencode-mcp opencode-mcp.alejandrotechnology.com An MCP (Model Context Protocol) server that lets Claude/Codex/Cursor drive an OpenCode ins 6 Claude Code, Codex, OpenCode 2 4,177 tok
systemfsoftware/comment-checker systemfsoftware.com Fast, offline Claude Code hook that flags unnecessary code comments and AI slop via Tree-s 6 Claude Code, Codex, OpenCode 5 2,654 tok
ilyautov/cordon cordon.aifrontier.tech A deterministic layer between untrusted content and agent actions: it removes the hidden l 6 Codex, OpenCode 1 1,428 tok
pnmcguire480/cairntir cairntir.com Local-first persistent memory MCP server for Claude Code, Codex, Cursor, Qwen Code, and AI 6 Claude Code, Codex, OpenCode 2 6,314 tok
hronaut/hronaut hronaut.dev Give your coding agent its own browser. Keep yours. A visible desktop browser for coding a 6 Claude Code, Codex, OpenCode 3 3,302 tok
dfridkin/clawops clawops.fyi Deploy and operate self-hosted OpenClaw on AWS, GCP, Azure or your own VM, from the comman 6 Claude Code, Codex, OpenCode 11 3,864 tok
ssheleg/super-ux skills.sshlg.me Define product behavior, trace UX scenarios and keep copy consistent through brand voice, 6 Claude Code, Codex, OpenCode 2 2,305 tok
ardennguyen/zalo-mcp Zalo MCP Server for zalo-agent-cli 6 Claude Code, Codex, OpenCode 2 2,094 tok
Iron-Mark/Hackathon-Stellaroid_Earn stellaroid.tech Stellaroid Earn — On-chain credential registry and payment rail on Stellar. Issue, verify, 6 Claude Code, Codex, OpenCode 3 1,781 tok
kinti/a11y-toolkit a11y.es The accessibility layer for AI coding agents, WCAG 2.2: static and rendered audits (light 6 Codex, OpenCode 1 1,019 tok
WLAN-Pi/wlanpi-mcp On-device MCP server for the WLAN Pi 6 Claude Code, Codex, OpenCode 2 5,590 tok
sledmonkey/getflightplan 6 Claude Code, Codex, OpenCode 5 2,331 tok
nushey/agents-md-generator Mcp server to create agents-md efficiently 6 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,335 tok
Taketo-Yoda/uv-sbom Generate SBOMs for Python projects managed by uv. 6 Claude Code, Codex, OpenCode 20 2,891 tok
GRACENOBLE/fullstack-template How I skip the repetitive setup, save tokens, save time and focus on the business logic 6 Claude Code, Codex, OpenCode 15 3,658 tok
namastexlabs/automagik-cli A powerful TypeScript-based CLI chat application for interacting with multi-agent AI syste 6 Claude Code, Codex, OpenCode 14 3,783 tok
henkaku-center/omise-interface omise.henkaku.org 6 Codex, GitHub Copilot, OpenCode 2 110 tok
dnsabby/MSITM.6341 Python Class Shared Project Directory 6 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 61 933 tok
lesleslie/jinja2-async-environment Provides asynchronous alternatives to Jinja2's standard template environment and loaders 6 Claude Code, Codex, Gemini CLI, OpenCode 3 1,668 tok
lucaspressi/claudekit-engineer 6 Claude Code, Codex, Gemini CLI, OpenCode 10 2,006 tok
Monarc-Engineering/fullstack-template Skip the repetitive setup, save tokens, save time and focus on the business logic 6 Claude Code, Codex, OpenCode 15 3,658 tok
IgorGanapolsky/openclaw-console Native iOS & Android mobile console for OpenClaw agents. Biometric approvals, real-time mo 6 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 18 6,676 tok
hydrolix/grafana-datasource-plugin Hydrolix data source for Grafana 6 Claude Code, Codex, Gemini CLI, OpenCode 8 93 tok
gemyago/apigen HTTP API Layer Generator for the Go (golang) projects 6 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 1,653 tok
adbertram/cli-tools Service-specific Python CLI tools with shared auth, browser automation, runtime profiles, 6 Claude Code, Codex, Gemini CLI, OpenCode 3 491 tok
mrgnhnt96/sip A command-line tool to manage Dart mono-repos. 5 Claude Code, Codex, OpenCode 7 2,808 tok
VantaInc/vanta-mcp-plugin Official Vanta plugin for Claude Code 5 Claude Code, Codex, OpenCode 1 294 tok
villagesql/villagesql-skills villagesql.com Agent skills for VillageSQL - gemini-cli-extension; claude-code-plugin 5 Codex, OpenCode 1 382 tok
Kyure-A/nix-config NixOS configuration 5 Claude Code, Codex, OpenCode 2 212 tok
HereditaryDog/gaster-code-releases hereditarydog.github.io Gaster Code: public local AI coding assistant with CLI, desktop app, MCP, Skills, Agents, 5 Codex, OpenCode 1 1,619 tok
cosscom/coss coss.com One API key and one SDK for email, SMS, AI agent inboxes, scheduling, webhooks and more. 5 Claude Code, Codex, OpenCode 2 32,545 tok
lonestone/lonestone-boilerplate lonestone.github.io Starter kit for full-stack webapps, SaaS and websites with React and NestJS 5 Claude Code, Codex, OpenCode 2 572 tok
NathanZane/codex-mobile Remote-control Codex from Discord, with mirrored conversations, approvals, queueing, and s 5 Codex, OpenCode 1 2,561 tok
RonaldBunk/minestom-mcp ronaldbunk.me A stdio MCP server for Minestom, implemented with the Model Context Protocol SDK and TanSt 5 Claude Code, Codex, OpenCode 2 379 tok
hubvue/skills skillset-by-kim.cckcc-kim.chatgpt.site Kim's skills 5 Claude Code, Codex, OpenCode 2 3,599 tok
aegntic/cognitive-os aegntic.github.io Cognitive OS v3.0 — Universal AI agent operating system specification. 16-section cognitiv 5 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 4 8,074 tok
mordor-forge/trident-mcp Unofficial MCP server for the Tripo 3D API (v3): text/image/multiview to 3D, P1/P2 low-pol 5 Codex, OpenCode 1 1,258 tok
jzjzzzzzzz/IntentForge Intent-preserving deterministic CAD pipeline for editable, validated CadQuery models. 5 Codex, OpenCode 1 207 tok
NaNMesh/nan-forget Never forget. Long-term memory for any LLM. 5 Claude Code, Codex, OpenCode 9 2,972 tok
Digital-Threads/token-pilot npmjs.com Save 60-80% tokens when AI reads code — MCP server for token-efficient code navigation wit 5 Claude Code, Codex, OpenCode 2 1,566 tok
InvoiceXML/invoicexml-mcp mcp.invoicexml.com InvoiceXML MCP Server for global invoice compliance: Factur-X, ZUGFeRD, XRechnung, CII and 5 Codex, Gemini CLI, OpenCode 2 2,976 tok