How real projects configure their agents

23,196 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 agents7,571Claude Code6,627Data and AI3,684Backend and APIs3,492Languages3,401Planning3,221Git and workflow3,179Code review2,740Testing2,368Memory and context2,365Writing and docs2,309DevOps and cloud2,308Research2,298Frontend2,256Security2,015Productivity1,715

All Claude Code31,984 Codex23,196 OpenCode22,145 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,736 Windsurf133 Kiro79

Project Stars Configures Files Always loaded
bharathgnana/archdiagram Turn an architecture spec into editable diagrams with official vendor service icons (Azure 3 Claude Code, Codex, OpenCode 2 1,287 tok
anhnguyen0905/codex-mcp 3 Claude Code, Codex, OpenCode 3 850 tok
smallpinksquare/codex-history-hub A local-first, source-read-only aggregator for Codex conversations. It indexes one or more 3 Codex, OpenCode 1 244 tok
ljy9303/maplestory-mcp-server Nexon openAPI Maplestory mcp server 3 Claude Code, Codex, OpenCode 2 6,508 tok
Unveil-gg/twine-mcp Unofficial MCP server for Twine 3 Codex, OpenCode 1 219 tok
clay-good/roughlogic.com roughlogic.com Always free field math and reference for the trades. 3 Claude Code, Codex, OpenCode 2 1,304 tok
S2mon123/FEP-Agent-Hub Evidence-first FreeCAD, Elmer FEM, and ParaView MCP automation stack with verified CAE wor 3 Codex, OpenCode 1 221 tok
Doist/twist-ai The tools required for a Twist MCP server 3 Codex, OpenCode 1 419 tok
MCLifeLeader/seq-mcp Seq Open Telemetry MCP Server 3 Claude Code, Codex, GitHub Copilot, OpenCode 6 9,462 tok
Grinv/mal-mcp npmjs.com MyAnimeList MCP server — Tenrai-powered reads plus official MAL personal-list management. 3 Claude Code, Codex, OpenCode 10 3,382 tok
charistas/posokanei-mcp Unofficial read-only MCP server for PosoKanei, exposing Greek supermarket product search, 3 Codex, OpenCode 1 779 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
davidmosiah/strava-mcp wellness.delx.ai MCP server for Strava — bring your activities, segments, athlete data, and training histor 3 Codex, OpenCode 1 152 tok
davidmosiah/oura-mcp wellness.delx.ai Local-first MCP server for Oura Ring readiness, sleep, HRV — Claude/Cursor/ChatGPT ready 3 Codex, OpenCode 1 145 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
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
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
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
SecretRichGarden/openAlex-mcp openAlex MCP tools 3 Claude Code, Codex 4
Sjrazaviebra/le-cabinet Neuf roles IA en droit, fiscalite, financement et patrimoine francais. Entreprise et vie p 3 Codex, OpenCode 1 1,466 tok
Cailiang/AgentDock Beginner-friendly desktop hub for AI coding clients, providers, Skills, and MCP 3 Codex, OpenCode 1 287 tok
CoffeeCheese/easy-prd-testing PRD- and prototype-driven automated testing Skills for AI coding tools such as Codex and C 3 Codex, OpenCode 1 620 tok
PhilRobinluo/ai-coevolution-skills Reusable capability packs for human-AI co-evolution in real work 3 Codex, OpenCode 1 754 tok
smileynet/teach-me Learn any topic through AI-generated lessons, diagrams, quizzes, and spaced repetition. 3 Claude Code, Codex, Kiro, OpenCode 5 12,418 tok
ssheleg/make-skill skills.sshlg.me Create, audit, package, validate, and publish Agent Skills and Claude Code plugins across 3 Codex, OpenCode 1 27 tok
xusnitdinov/uzbek-humanizer npmjs.com uzbek-humanizer - Agent Skill that makes AI sound like it actually speaks Uzbek (Latin) 3 Codex, OpenCode 1 939 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
tonydzi/claw-consensus Run AI agents across machines without state drift: consensus protocol (propose/counter/acc 3 Codex, OpenCode 1 979 tok
6Kmfi6HP/avoid-overkill Reduce defensive programming issues in GPT-5.6 models — keep engineering & paper writing p 3 Codex, OpenCode 1 125 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
designservice/lazy-english-reader.skill Turn English books into Chinese translations with one click + Obsidian chapter study notes 3 Codex, Gemini CLI, OpenCode 2 172 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
IvanMurzak/ai-game-dev-plugin ai-game.dev Claude Code plugins for AI game development — Unreal, Unity & Godot. Let Claude create a p 3 Codex, OpenCode 1 837 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
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
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
moabualruz/fulcrum Local-first Agent OS — project management, agent orchestration, docs, memory, and develope 3 Claude Code, Codex, Gemini CLI, OpenCode 3 5,706 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
elanthus/agentic-preflight Stops your coding agent from pushing unverified work. Your agent does the reviewing; a sta 3 Claude Code, Codex, OpenCode 2 221 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
conorbronsdon/repo-audit chainofthought.show Audit a repo before it goes public: does the README match the code, and is anything it cal 3 Codex, OpenCode 1 807 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
CavinHuang/lume cavinhuang.github.io Local-first AI workspace with persistent memory, real tools (files · shell · LSP · MCP · O 3 Claude Code, Codex, OpenCode 3 3,110 tok
YSAA1/harness-workflow Context-aware agent workflow and project harness for Codex, Claude Code, and Cursor. 3 Claude Code, Codex, OpenCode 2 1,746 tok
hermes-labs-ai/forgetted hermes-labs.ai forgetted is a Python library for selective memory governance in AI agents: a context-mana 3 Claude Code, Codex, OpenCode 2 1,026 tok
SourceAstra/astra-code-map Semantic code map and code graph MCP server for AI coding agents, powered by SCIP and Tree 3 Codex, OpenCode 1 679 tok