How real projects configure their agents

44,969 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
Postman-Devrel/postman-claude-code-plugin Official Postman plugin for Claude Code 42 Claude Code 1 1,784 tok
adityaarsharma/librecrawl-technical-seo-audit-mcp The AI-native technical SEO crawler. Open-source MCP server for Claude / Cursor / Codex — 42 Claude Code 1 —
jray2123/zen-mcp-server Zen MCP server with advanced AI collaboration features 42 Claude Code 2 2,495 tok
ziya-ai/ziya Self-hosted AI technical workbench. Visual, persistent, multi-stream. Development, archite 42 Claude Code, Codex 2 —
MonadWorks/agentify Agent Interface Compiler — One command. Every agent speaks your product. Transform OpenAPI 42 Claude Code, Codex, OpenCode 2 2,479 tok
pinecone-io/cultivar Use cultivar to test your Agent Skills and Docs by running them in sandboxes, and across d 42 Claude Code 1 —
OpenLinkSoftware/ai-agent-skills OPAL AI Agent Skills Collection (Skills.md Compliant) 42 Codex, OpenCode 1 5,297 tok
OpenCognit/Opencognit opencognit.mytherrablockchain.org The open-source AI agent OS. CEO orchestrator, persistent memory, real execution, atomic b 42 Claude Code 1 1,642 tok
xorbitsai/xrouter-llm A prompt-aware LLM router that predicts which models can complete each request, then selec 42 Claude Code, Codex, OpenCode 2 6,964 tok
Snowflake-Labs/snowflake-ai-kit Snowflake AI Kit: Cortex Code plugin for automatic Snowflake routing, envelope-based permi 42 Claude Code, Codex, OpenCode 1 1,366 tok
olgasafonova/SkillCheck-Free Validate Claude Code skills against the agentskills specification (Free tier) 42 Codex, OpenCode 1 1,229 tok
untra/operator operator.untra.io 📞 Operator! Multi-agent orchestration application for AI assisted kanban shaped software 42 Claude Code, Codex, OpenCode 5 4,082 tok
agentgram/agentgram agentgram.co Open-source AI agent social network built with Next.js + Supabase. Self-hostable, cryptogr 42 Claude Code 1 4,467 tok
wzj998/fluencer-predict-track An anthology of prominent investment influencers: tracks their historical investment predi 42 Claude Code 1 —
trsdn/mcp-server-ppt PowerPoint MCP server and CLI for safe Microsoft PowerPoint automation via the native COM 42 Codex, GitHub Copilot, OpenCode 17 43,385 tok
bitbitcodes/autonomous-sdlc 52 AI agents orchestrating complete SDLC with governance, cost optimization, and phase cus 42 Codex, OpenCode 1 2,310 tok
procoders/superpowers-v amiainative.dev Compound V is a multi-model orchestrator for Claude Code, layered on Superpowers: a determ 42 Claude Code, Codex, OpenCode 3 2,301 tok
marshall0524/everythingclaudecode 42 Claude Code, Codex, OpenCode 50 2,001 tok
artemnovichkov/skills skills.sh Collection of Claude Code plugins for enhanced development workflows. 42 Claude Code, Codex, OpenCode 1 496 tok
SaadRahman01/claude-moodle-dev Moodle development toolkit for AI coding assistants. Skills for XMLDB, Hooks API, PHPUnit, 42 GitHub Copilot 1 834 tok
spranab/saga-mcp npmjs.com Your agent loses the plan between sessions, so saga-mcp gives it a SQLite-backed tracker f 42 Claude Code 1 —
KBRmau/linkedin-resume-optimizer Skill de otimização de LinkedIn e currículo, usável em Claude Code, Cursor e Codex 42 Claude Code, Codex 2 —
dwarvesf/claude-guardrails Hardened security configuration for Claude Code; permission deny rules, shell hooks, and p 42 Claude Code 1 870 tok
bee-computer/bee-skill bee.computer Bee Skill for Agents 42 Claude Code 1 257 tok
mcp-box/mcpscore mcpscore.dev Lighthouse for MCP — score any MCP server 0–100. 42 Claude Code, Codex, OpenCode 2 1,412 tok
Litash/moomoo-api-mcp MCP Server for AI Agents to use Moomoo OpenAPI (https://www.moomoo.com/OpenAPI) 42 Codex, OpenCode 1 143 tok
mshadmanrahman/claude-for-designers A working repository for designers who use Claude as a collaborator. Skills, principles, p 42 Claude Code 1 4,820 tok
PangenomeAI/academic-skills-food-nutrition Open, MIT-licensed food, nutrition & agricultural science research skills for Claude Code, 42 Codex, OpenCode 1 2,174 tok
stixez/droid-mcp stixez.github.io Let an AI use your Android phone: an app and an SDK with 160+ MCP tools (calendar, SMS, fi 42 Claude Code 1 1,889 tok
X1AOX1A/ZoFiles Connect Claude to your Zotero library — Zotero plugin that mirrors collections as agent-re 42 Claude Code 1 2,420 tok
warpforgehq/warpforge warpforge.app Local-first desktop command center for Claude Code, Codex, OpenCode, and other coding agen 42 Claude Code, Codex, OpenCode 2 2,678 tok
DVNghiem/FlowDeck AI-powered multi-agent workflow orchestration with built-in safety intelligence for OpenCo 42 Claude Code, Codex, OpenCode 2 3,355 tok
tsuru0805/llm-nursery Parenting Simulator: Raise a small language model as a child—feed it data, deal with midni 42 Codex, OpenCode 1 4,881 tok
tale-project/tale tale.dev Open-source project workspace for teams and AI agents. Assign tasks, coordinate agents in 42 Claude Code, Codex, GitHub Copilot, OpenCode 4 2,728 tok
betahope/cofounder-team Portable Agent Skills. Essential AI co-founders plus coaches for specific needs. 42 Claude Code 1 4,007 tok
dawsonpar/SetOptics 42 Codex, OpenCode 1 1,241 tok
KacemMathlouthi/benday benday.kacemmathlouthi.dev Turn your logo into an animated thinking indicator for agent UIs and more. 42 Claude Code 1 1,409 tok
mpalermiti/outlook-mcp MCP server for Microsoft Outlook personal accounts via Microsoft Graph API. 77 tools acros 42 Claude Code 1 3,371 tok
trustabl/trustabl-rules Agent reliability detection rules for the Trustabl Agent Reliability Analyzer 42 Claude Code 1 2,479 tok
ningzimu/awesome-skills Curated collection of useful AI agent skills 42 Claude Code, Codex, OpenCode 2 174 tok
ufna/VaCuus vacuus.ufna.dev Game UI in HTML/CSS for Unreal Engine, rendered off the game thread — RmlUi + QuickJS on a 42 Claude Code, Codex, OpenCode 5 6,452 tok
sbroenne/mcp-server-powerpoint powerpointmcpserver.dev Automate real Microsoft PowerPoint with AI via MCP Server or CLI - slides, shapes, tables, 42 Claude Code, Codex, GitHub Copilot, OpenCode 10 8,001 tok
lonetis/claudeleaf npmjs.com Bring Claude (and any agent) into Overleaf. Claudeleaf is a reliable TypeScript bridge tha 42 Claude Code 1 6,176 tok
joiha-steven/quireink quireink.com A blog you host yourself, on a small server or on Cloudflare, and an AI agent can run it f 42 Claude Code 4 1,520 tok
jan-bogaerts/md2 jan-bogaerts.github.io Plan, run, and track AI coding work feature by feature—with local Markdown cards, diagrams 42 Claude Code, Codex 6 —
bacnh85/pi-extensions Pi coding agent extension packages — tools, skills, and integrations. 42 Codex, OpenCode 1 2,109 tok
cyj0920/jlink_mcp A powerful Model Context Protocol (MCP) server for J-Link debuggers that provides comprehe 42 Codex, OpenCode 1 2,567 tok
nitoyon/pokesleep-tool 42 Claude Code 3 258 tok
xelis-project/xelis-genesix-wallet Genesix is a unique and easy-to-use GUI wallet for XELIS available on Windows, Linux, Andr 42 Claude Code, Codex, GitHub Copilot, OpenCode 19 3,252 tok
quazardous/nelson-mcp LibreOffice MCP Server — turn your open documents into tools for Claude, ChatGPT and any M 42 Codex, OpenCode 1 3,448 tok