How real projects configure their agents

22,170 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
wonna-fi/saaga 6 Claude Code, Codex, OpenCode 2 420 tok
windyroad/agent-plugins Claude Code plugins for architecture governance, risk management, TDD, and delivery qualit 6 Claude Code, Codex, OpenCode 3 2,359 tok
Euclid-BG/Euclid-MCP euclid-bg.github.io Euclid-MCP server for logical reasoning: turns facts into formal proofs. Euclid-MCP is a h 6 Codex, OpenCode 1 2,525 tok
specdog/dotdog specdog.github.io CLI tool for structured software specs. Validate .dog files, compile .dag graphs, query vi 6 Claude Code, Codex, OpenCode 2 959 tok
Walvez/grok-subagent Use the official Grok Build CLI as a controlled external subagent for Codex via ACP and MC 6 Codex, OpenCode 1 591 tok
berkayturk/appstore-precheck Read-only iOS App Store pre-submission check: scans 52 rejection vectors, wraps Apple's fa 6 Codex, OpenCode 1 792 tok
mhenke/john-ousterhout-skills Strategic software design guidelines for AI coding agents. 15 behavioral rules + critique/ 6 Claude Code, Codex, OpenCode 2 2,307 tok
Phelan164/codex-howto codex-howto-benchmark.nguyenvantamdk2.chatgpt.site Engineering-first OpenAI Codex guide: 14 modules, 9 installable skills, reproducible bench 6 Codex, OpenCode 1 318 tok
sky32/mcport A local-first MCP Workspace tool that lets AI securely connect to, understand, and operate 6 Codex, OpenCode 1 1,831 tok
churichard/fluxmail Self-hosted email CLI / API / MCP server for AI agents and apps 6 Claude Code, Codex, OpenCode 3 678 tok
iamwaqargulzar/Marketing-Agent-OS Marketing Agent OS: 236 cross-platform AI agent skills for marketing, SEO, GEO/AEO, conten 6 Claude Code, Codex, OpenCode 2 263 tok
defkode/orbx Per-project, isolated OrbStack Linux VMs from a zero-dependency Bash CLI — auto-named from 6 Claude Code, Codex, OpenCode 2 1,868 tok
kostja94/openblog alignify.co Agent-native, Git-based blog CMS module for product sites. Mount /blog on your marketing s 6 Codex, OpenCode 1 1,769 tok
preceptress/btc-15-minute-prediction-model 6 Codex, OpenCode 1 102 tok
mareurs/claude-plugins Claude Code plugin marketplace - SDD and more 6 Claude Code, Codex, OpenCode 2 10,767 tok
ayeshLK/archsmith npmjs.com Turn a validated JSON IR into a consistent layered-architecture diagram (SVG) — library, C 6 Claude Code, Codex, OpenCode 2 9,482 tok
wagtail/wagtail-mcp pypi.org Experimental MCP server to automate common operations on Wagtail projects 6 Codex, OpenCode 1 504 tok
opensymph/open-computer-use A local MCP server that gives AI agents eyes and hands on your desktop — macOS, Windows & 6 Claude Code, Codex, OpenCode 2 605 tok
tonydzi/second-brain-starter-kit Claude Code as a second brain: 100 battle-tested skills, a working CRM engine, vault templ 6 Codex, OpenCode 1 1,104 tok
IcyHot09/opengrok-mcp-server OpenGrok MCP Server is a native Model Context Protocol server that bridges your organizati 6 Claude Code, Codex, OpenCode 2 4,654 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
olgasafonova/gleif-mcp-server MCP server for GLEIF LEI (Legal Entity Identifier) database access 6 Claude Code, Codex, OpenCode 2 413 tok
cacr92/WeReply Automatic WeChat chat reply assistant 6 Claude Code, Codex, Cursor, OpenCode 50 4,270 tok
devnullvoid/mcp-ssh-tmux pypi.org Persistent SSH sessions for AI agents via tmux - No regex, no complexity, just visual snap 6 Codex, OpenCode 1 1,489 tok
kouroshez/coding-os coding-os.dev The cognitive operating system that gives AI coding agents memory, structure, and discipli 6 Claude Code, Codex, OpenCode 2 4,590 tok
nushey/agents-md-generator Mcp server to create agents-md efficiently 6 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,335 tok
emersonjds/redbar Spec-driven test agents for every layer. Math finds what you changed that nothing tests; a 6 Claude Code, Codex, GitHub Copilot, OpenCode 4 1,518 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
Kuniwak/puml-parallel Composing multiple PlantUML state diagrams in parallel with synchronization events 6 Claude Code, Codex, Gemini CLI, OpenCode 4 8 tok
lucaspressi/claudekit-engineer 6 Claude Code, Codex, Gemini CLI, OpenCode 10 2,006 tok
jeffgreendesign/textrawl textrawl.com Turn your documents into agent memory. MCP server with hybrid semantic + keyword search ov 5 Claude Code, Codex, OpenCode 4 3,324 tok
mrgnhnt96/sip A command-line tool to manage Dart mono-repos. 5 Claude Code, Codex, OpenCode 7 2,533 tok
villagesql/villagesql-skills villagesql.com Agent skills for VillageSQL - gemini-cli-extension; claude-code-plugin 5 Codex, OpenCode 1 370 tok
pixeltable/pixeltable-skill pixeltable.com Skill/Plugin for building multimodal AI applications with Pixeltable. Tables, computed col 5 Codex, OpenCode 1 551 tok
Kyure-A/nix-config NixOS configuration 5 Claude Code, Codex, OpenCode 2 294 tok
sgaabdu4/hard-eng Stateful agentic engineering workflow for local coding agents 5 Claude Code, Codex, OpenCode 14 562 tok
prantikmedhi/ClawNexus ClawNexus is a Vite + React + TypeScript console for managing OpenClaw-style agent gateway 5 Claude Code, Codex, OpenCode 2 2,445 tok
Diluka/dsh-agent-plugin-market DSH (DeepSeek Harness) plugin: uses Git repositories as an agent plugin marketplace to ins 5 Codex, OpenCode 1 1,586 tok
counterposition/pi Skills, extensions, and packages for the Pi coding agent 5 Claude Code, Codex, OpenCode 2 809 tok
CRACKISH/mcp-creatio npmjs.com MCP server for Creatio CRM. Connect ChatGPT, Claude, and GitHub Copilot to Creatio via Mod 5 Codex, OpenCode 1 10,420 tok
TakoData/tako-mcp docs.tako.com Tako MCP gives your agent industry-leading live web search plus licensed data that the ope 5 Codex, OpenCode 1 2,917 tok
Pantani/ableton-mind pantani.github.io Definitive MCP server for Ableton Live — full LOM coverage, embedded device knowledge base 5 Claude Code, Codex, OpenCode 32 4,391 tok
NaNMesh/nan-forget Never forget. Long-term memory for any LLM. 5 Claude Code, Codex, OpenCode 9 2,972 tok
AgentsKit-io/agentskit-registry registry.agentskit.io Ready-to-use AI agents for AgentsKit — shadcn-style: copy the source into your project. re 5 Codex, OpenCode 1 328 tok
JustinBeckwith/pylon-mcp MCP server for Pylon customer support platform 5 Codex, OpenCode 1 299 tok