How real projects configure their agents

32,008 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 agents7,622Claude Code6,647Data and AI3,678Backend and APIs3,504Languages3,404Planning3,218Git and workflow3,203Code review2,744Testing2,378Memory and context2,367Writing and docs2,318DevOps and cloud2,312Research2,291Frontend2,259Security2,027Productivity1,717

All Claude Code32,008 Codex23,279 OpenCode22,224 GitHub Copilot3,555 Gemini CLI1,920 Cursor1,736 Windsurf139 Kiro81

Project Stars Configures Files Always loaded
AntonioBlago/claude-code-seo-starter visibly-ai.com Claude Code blueprint for SEO freelancers & agencies — Visibly AI MCP, full client workflo 3 Claude Code 3 1,100 tok
Skyrxin/sast-mcp-server 3 Claude Code, Gemini CLI 2 3,768 tok
cyanheads/ensembl-mcp-server npmjs.com Look up genes, fetch sequences, predict variant consequences, find orthologs and cross-dat 3 Claude Code, Codex, OpenCode 2 12,126 tok
cdeust/ai-architect-mcp-spec ai-architect.tools Cross-platform PRD verifier for Codex, Gemini CLI, Claude Code, CI, and other MCP hosts. D 3 Claude Code 1 231 tok
cyanheads/courtlistener-mcp-server npmjs.com Search and retrieve US court opinions, federal dockets, judge records, citation networks, 3 Claude Code 1 5,980 tok
benswel/qr-for-agent-api QR-as-a-Service API for AI agents — 34 MCP tools, 11 QR types, dynamic links, scan analyti 3 Claude Code 1 3,110 tok
cyanheads/astronomy-mcp-server npmjs.com Offline observational astronomy — planet and moon positions, rise/set, phases, eclipses, a 3 Claude Code, Codex, OpenCode 2 14,850 tok
ericlovold/sanction getsanction.com Agent wallet, credential vault, and governance layer for autonomous AI agents 3 Claude Code, Codex, OpenCode 18 5,408 tok
nifrajs/nifra nifra.dev Full-stack TypeScript framework built for AI agents: typed server and client with no codeg 3 Claude Code, Codex, OpenCode 2 2,352 tok
im-sham/aegis-protocol aegis-protocol.xyz Trustless escrow middleware for AI agent-to-agent transactions. Composes ERC-8004 + x402 o 3 Claude Code 1 3,561 tok
psyb0t/docker-audiolla ciprian.51k.eu Self-hosted audio API in one Docker container. Stem separation, mastering, MIR (BPM/key/ch 3 Claude Code 1
illodev/workfile workfile.illodev.com Repository-native Work, Docs, History and durable Memory for humans and AI agents — Markdo 3 Claude Code, Codex, OpenCode 11 550 tok
iksnerd/adb-mcp adb-mcp.com MCP server for Android — drive emulators and real devices over adb from Claude Code, Curso 3 Claude Code 1
nirajagarwal/bible-mcp nirajagarwal.github.io MCP server for Christian scholarship: BSB/WEB scripture, Greek/Hebrew word data, cross-ref 3 Claude Code 2
sena-labs/OzBridge marketplace.visualstudio.com Bring Warp™ Oz™ to any IDE or agent via MCP — plus native @oz in VS Code Copilot Chat. OzB 3 Claude Code, Codex, OpenCode 8 607 tok
theYahia/dadata-mcp npmjs.com MCP server for DaData — address validation, company lookup, geocoding (Russia) 3 Claude Code 7
thehesiod/costco-mcp MCP server for Costco warehouse receipts and online orders (multi-account, Azure AD B2C au 3 Claude Code 1 2,043 tok
ckorhonen/swe-skills cdd.dev Claude Code skills for on-demand engineering work — PR risk review, repo introspection, au 3 Claude Code, Codex, OpenCode 2 548 tok
jposluns/cleanlanguage cleanlanguage.ai A free cross-platform editorial standard for AI writing. 3 Claude Code 2 288 tok
SecretRichGarden/openAlex-mcp openAlex MCP tools 3 Claude Code, Codex 4
athitupakan/garmin-dev-skills Claude Code skill for building, running & packaging Garmin Connect IQ apps on Windows/macO 3 Claude Code 1 1,471 tok
karellen/karellen-lsp-mcp MCP server bridging LLMs to LSP servers for structured code intelligence — definitions, re 3 Claude Code 1 1,637 tok
bzantium/meta-harness The harness that builds harnesses 3 Claude Code 1
2389-research/xtool 2389-research.github.io Xcode-free iOS development with xtool - build SwiftPM apps on Linux, Windows, and macOS wi 3 Claude Code 1 525 tok
smileynet/teach-me Learn any topic through AI-generated lessons, diagrams, quizzes, and spaced repetition. 3 Claude Code, Codex, Kiro, OpenCode 5 12,595 tok
DivyeshJayswal/minimalist Makes AI agent produce less code, fewer unnecessary steps, fewer tokens spent for the same 3 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,590 tok
benelser/imessage-tools iMessage plugin for Claude Code and OpenAI Codex CLI — read, search, and send messages fro 3 Claude Code 1 48 tok
alifanov/darkflow AI workflow installer: 5-layer docs structure + GitHub Issues triage loop for Claude Code 3 Claude Code, Codex, OpenCode 3 1,573 tok
Kodaxadev/Task-Anchor-MCP kodaxa.dev ADHD executive function enforcement for Claude Desktop. An MCP server with task locking, d 3 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,561 tok
adityak74/learn-anything-24h A Claude Code / Codex skill that turns any complex topic into a 24-hour active-learning sp 3 Claude Code 1
Ideaplaces/agent-inbox Native Mac notifications for every Claude Code session that finishes or needs you — across 3 Claude Code 1 5,701 tok
Aaryan-Kapoor/degreeworks-cli Read-only DegreeWorks CLI that lets an AI agent build your exact KSU semester schedule — r 3 Claude Code, Codex, OpenCode 3 3,984 tok
aocampol/GxGenie-MCP MCP server for GeneXus 17 / 18 knowledge bases — read, modify and build objects from Claud 3 Claude Code 1 6,819 tok
rsml/tutor rossmiller.dev AI-generated adaptive books that rewrite themselves as you learn. Hexagonal TypeScript wit 3 Claude Code 5 2,673 tok
jackjin1997/redpress The Xiaohongshu publishing press—drafts in, finished image-and-text posts out. Claude Code 3 Claude Code 2 939 tok
kw1jjang/academic-homepage-cv-sync One YAML source of truth for an academic homepage (Jekyll/GitHub Pages) and a LaTeX CV, so 3 Claude Code, Codex, OpenCode 2 3,609 tok
dmmdea/offload-harness Delegate summarize/classify/extract/triage to a FREE local Gemma-4 cascade via llama.cpp. 3 Claude Code, Codex, OpenCode 2 4,863 tok
MGrin/bb-plugin-system Live system overview inside bb — CPU, memory, disk and top processes as a panel, homepage 3 Claude Code, Codex, OpenCode 2 795 tok
dop-amine/tmux-claude-status dop-amine.github.io Per-window tmux tab badges for Claude Code sessions: working, blocked on you, background s 3 Claude Code 1
nguyenvanphituoc/shapeup-sdlc-plugin Shape Up for coding agents — with gates the agent can't talk its way past. A Claude Code p 3 Claude Code, Codex, OpenCode 3 4,400 tok
Autodesk/claude-browser-test-skills A Claude Code plugin: an E2E browser-test skill pipeline (author, refine, compile, and run 3 Claude Code 1 694 tok
wei-wei-hu/life-designer-pro linkedin.com AI life-design coach for Claude Code and Codex. Find the question under your career and li 3 Claude Code, Codex, OpenCode 2 267 tok
chahat1709/professional-game-developer.skill Universal Professional Game Developer skill for coding agents — Unreal, Unity, Godot, Robl 3 Claude Code, Codex, OpenCode 2 307 tok
the-sid-dani/second-brain-os PARA second-brain OS for Claude Code — fork, /bootstrap, done. 3 Claude Code, Codex, OpenCode 43 3,401 tok
IsaacEryn/humanizer-ko A Claude Code agent skill that removes signs of AI-generated writing from Korean text. Det 3 Claude Code, Codex, OpenCode 2 949 tok
samuelpatro/.claude Personal Claude Code configuration — hooks, statusline, settings, and plugins 3 Claude Code 2 618 tok
softspark/jira-mcp softspark.eu Model Context Protocol server for Jira - lets Claude and other AI clients read, update, an 3 Claude Code 1 2,912 tok
sukoji/loadout npmjs.com 🎯 Loadout — profile your project and gear up Claude Code with the right skills, MCP serve 3 Claude Code, Codex, OpenCode 6 791 tok
tony/skills Language-agnostic AI workflow plugins for Claude Code and Codex. Every workflow is a skill 3 Claude Code, Codex, Gemini CLI, OpenCode 3 7,013 tok
hackingyseguridad/IA hackingyseguridad.com IA aplicada a la detección de vulnerabilidades y hacking (Offensive AI) 3 Claude Code 14 1,751 tok