How real projects configure their agents

32,552 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 agents8,564Claude Code6,906Git and workflow3,633Data and AI3,578Backend and APIs3,558Languages3,494Planning3,322Code review2,906Testing2,695DevOps and cloud2,496Writing and docs2,489Memory and context2,375Research2,320Frontend2,312Security2,181Project management1,980

All Claude Code32,552 Codex24,920 OpenCode23,840 GitHub Copilot3,723 Gemini CLI2,039 Cursor1,771 Windsurf202 Kiro117

Project Stars Configures Files Always loaded
theisegoria/game-development-studio Local-first game asset production, vendoring, visual debugging, and performance tooling fo 13 Claude Code 1 1,051 tok
femto/mcp-chrome mcp-chrome 13 Claude Code, Codex, OpenCode 8 250 tok
alejooroncoy/campus-cli campuscli.com CLI no oficial para UPC Aula Virtual (Blackboard Learn) — terminal + MCP para Claude 13 Claude Code, Codex, OpenCode 5 4,345 tok
Frihet-io/frihet-mcp frihet.io Official MCP server for Frihet ERP — 156 operations for AI-powered invoicing, tax & e-invo 13 Claude Code, Codex, OpenCode 2 1,985 tok
tidymodels/skills skills.tidymodels.org Claude Code Skills for Tidymodels 13 Claude Code 2 —
tonydzi/claude-bible tonydzi.github.io Make Claude Code behave consistently across repos, sessions and humans: rules-as-files gov 13 Claude Code, Codex, OpenCode 2 869 tok
Postpartum-genushyacinthus29/dotnet-skills Teach AI agents modern .NET skills for ASP.NET Core, EF, Blazor, MAUI, and more with a gro 13 Claude Code, Codex, Gemini CLI, OpenCode 3 9,378 tok
fnrhombus/winforms-mcp 13 Claude Code 2 4,147 tok
qinnovates/quorum qinnovate.com Quorum: orchestrate a swarm of AI experts on any question. Specialists debate, research, a 13 Claude Code 2 —
NullSpace-BitCradle/ats-resume-agent Claude Code agents that tailor ATS-friendly LaTeX resumes and cover letters to a job descr 13 Claude Code 1 582 tok
mussolene/1c_hbk_bsl mussolene.github.io Open-source toolkit for 1C:Enterprise/BSL: 180 diagnostics, formatter, LSP, CLI, VS Code/C 13 Claude Code, Codex, OpenCode 2 295 tok
cyanheads/pubchem-mcp-server npmjs.com Search the PubChem chemical database for compounds, properties, safety data, bioactivity, 13 Claude Code, Codex, OpenCode 2 14,140 tok
jamiew/spotify-mcp jamiew.github.io Modern MCP to connect AI agents like Claude to Spotify. This fork is token-efficient, impl 13 Claude Code 2 3,386 tok
brandonwie/codex-hud brandonwie.github.io Single-line local context HUD for Codex CLI sessions. 13 Claude Code, Codex, OpenCode 2 187 tok
andyhtran/CopyCat Open-source macOS menu bar utility — press ⌘V to paste screenshots into your terminal. Cop 13 Claude Code 1 232 tok
pskoett/measuring-ai-proficiency Measuring AI Proficiency: Context Engineering as a Leading Indicator 13 Claude Code, Codex, GitHub Copilot, OpenCode 19 9,401 tok
Szesnasty/Jarvis Local-first knowledge system that turns notes, files, and AI chats into durable memory. 13 Claude Code 13 5,025 tok
dangindev/antigravity-awesome-workspace-skill 13 Claude Code, Codex, Kiro, OpenCode 66 387 tok
notnotype/llmlint Lint and polish LLM-generated Chinese text: locate AI writing tells with rules, fix them w 13 Claude Code, Codex, OpenCode 2 4,736 tok
stevenn/ctxlayer Context-sharing MCP Gateway on Cloudflare 13 Claude Code, Codex, OpenCode 8 6,858 tok
patrickdappollonio/claude-plugins My collection of Claude (and other AI's) skills, plugins, MCP servers, and more. 13 Claude Code, Codex, OpenCode 2 4,611 tok
Legorobotdude/yt-analysis-mcp MCP server for YouTube video analysis using Gemini API 13 Claude Code 1 741 tok
PLA-yi/Social-Media-Scraper-Skills Agent skills for the Social Media Scraper project (Douyin, TikTok, Reddit, YouTube, X) 13 Claude Code 1 679 tok
aoreshkov/kotlin-lib-mcp MCP server: gives your AI agent the real sources, public API and KDoc of any Maven/Gradle- 13 Claude Code 14 1,530 tok
deevus/tea-skills Agent skills for Gitea/Forgejo issue, pull request, milestone, and label workflows using t 13 Claude Code, Codex, OpenCode 2 993 tok
XAGI-Lab/melra xagilab.com Open-source local MCP runtime that checks AI-agent tool calls, gates risky actions on appr 13 Claude Code 1 5,377 tok
goadesign/goa-ai goa.design Design-first agentic systems in Go: declare agents, tools, MCP servers, policies, and stru 13 Claude Code, Codex, OpenCode 2 3,159 tok
karbassi/mcp-loom modelcontextprotocol.io MCP server exposing 58 tools for Loom's GraphQL API. Works with Claude, Cursor, or any MCP 13 Claude Code 1 93 tok
lozit/mcp-standardnotes MCP server for Standard Notes with end-to-end encryption (protocol 004). Read/write notes 13 Claude Code 2 1,487 tok
Jason-Vaughan/TangleClaw tangle-claw.vercel.app An open-source, local-first AI-native SDLC orchestration platform 13 Claude Code 2 11,715 tok
wezendy/elon-musk-algorithm-skills Elon Musk's 5-step algorithm as skills for AI agents. 13 Claude Code, Codex, Gemini CLI, OpenCode 3 2,190 tok
YosefHayim/launch-store npmjs.com Self-hosted EAS alternative that builds, signs, and ships Expo/React Native apps to the Ap 13 Claude Code, Codex, OpenCode 5 2,173 tok
eugeniughelbur/agents-md eugeniughelbur.github.io Generate and safely maintain AGENTS.md, the cross-tool standard for AI coding agents. Non- 13 Claude Code, Codex, OpenCode 2 1,029 tok
gui-wf/purelymail-mcp-server MCP Server for PurelyMail email service API 13 Claude Code 3 2,138 tok
synaptixs/spine test.pypi.org Spine — governed, provenance-grounded autonomous software delivery (installs as agent-orch 13 Claude Code 1 2,925 tok
conorbronsdon/gws-mcp-server conorbronsdon.com Curated MCP server for Google Workspace: Gmail, Calendar, Drive, Sheets, Docs, and Tasks v 13 Claude Code, Codex, OpenCode 2 991 tok
nijosmsft/etw-mcp MCP server for analyzing Windows ETW (.etl) traces — xperf / native ETW / .NET sidecar + W 13 Claude Code 1 4,145 tok
narumiruna/gurume narumiruna.github.io Python CLI, TUI, and MCP server for searching Japanese restaurants on Tabelog 13 Claude Code, Codex, OpenCode 2 1,035 tok
denfry/codebase-index Local code map for AI coding agents: find, trace, and predict change impact with file:line 13 Claude Code, Codex, OpenCode 4 677 tok
peakflames/claude-plugins-peakflames Claude Code plugins by PeakFlames — epic-workflow lifecycle skills 13 Claude Code 1 1,584 tok
turbopuffer/skills 13 Claude Code 1 466 tok
BluesPrince/thiri-mcp mcp.thiri.ai Deterministic music-theory MCP server & API — chord analysis, Roman-numeral analysis, voic 13 Claude Code, Codex, OpenCode 2 181 tok
andyhtran/deepwiki-by-cc Self-hosted, open-source DeepWiki alternative — agentic wiki generator for any GitHub repo 13 Claude Code 1 198 tok
cocaxcode/api-testing-mcp npmjs.com The most complete MCP server for API testing. 27 tools: requests, assertions, flows, OpenA 13 Claude Code 1 980 tok
AnojSKunte/career-ops-india AI job search for India — scan 196 companies, evaluate fit, generate tailored CVs. Works w 13 Claude Code, Gemini CLI 14 1,156 tok
suryast/indonesia-civic-stack 🇮🇩 Production-ready Python SDK + MCP server for 14 Indonesian government data sources — 13 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 3,032 tok
dabodamjan/poster-maker dabo.dev AI flyer and poster generator for Claude Code. Describe a design, get editable HTML/CSS, e 13 Claude Code 5 1,657 tok
vanterx/mssql-performance-skills SQL Server performance tuning skills for LLMs — 829 checks across 26 skills covering T-SQL 13 Claude Code, Codex, OpenCode 6 15,260 tok
JeffBrines/openfpa guiderail.io The FP&A toolbelt for AI coding agents. Claude Code or Codex does the thinking; openfpa gi 13 Claude Code, Codex, OpenCode 2 2,383 tok
linegel/threejs-complete-set-of-skill linegel.github.io 25 expert agent skills for ambitious Three.js WebGPU/TSL scenes — procedural oceans, cloud 13 Claude Code, Codex, OpenCode 2 2,009 tok