How real projects configure their agents

23,733 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 agents8,505Claude Code6,886Git and workflow3,611Data and AI3,580Backend and APIs3,556Languages3,487Planning3,327Code review2,899Testing2,686Writing and docs2,480DevOps and cloud2,479Memory and context2,375Research2,323Frontend2,308Security2,172Project management1,965

All Claude Code32,517 Codex24,815 OpenCode23,733 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,770 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
goldbergyoni/test-coverage-mcp Context engineering: Make your agents aware of how they affect 🧪 test coverage🧪 during a 42 Claude Code, Codex, OpenCode 13 815 tok
st1page/agent-knowledge-framework Agent team knowledge framework with layered structure for principles, skills, insights, an 42 Codex, OpenCode 1 1,462 tok
AvengerMoJo/MoJoAssistant A Local-First Cognitive Firewall for Human Agency and AI Safety 42 Codex, OpenCode 1 634 tok
CompleteTech-LLC-AI-Research/beyond-the-token-bottleneck Obsidian research wiki on latent-space reasoning and inter-agent communication beyond the 42 Claude Code, Codex, OpenCode 3 6,173 tok
championswimmer/env.sync.local envsync.arnav.tech sync your env secrets securely peer-to-peer on local networks 42 Claude Code, Codex, OpenCode 2 5,036 tok
cameronapak/freedom-stack-v3 git.new A no-build, un-bloated stack built upon Web Standards that feels freeing to use and can be 42 Claude Code, Codex, OpenCode 43 302 tok
czottmann/kagi-ken-mcp Unofficial MCP server for working with Kagi *without* API access (you'll need to be a cust 42 Codex, OpenCode 1 696 tok
lonormaly/builders-stack Opinionated AI-native monorepo starter — build your MVP as a production-ready structure. a 42 Claude Code, Codex, OpenCode 2 9,453 tok
event-catalog/agents eventcatalog.dev AI Agents designed to help manage and update EventCatalog for users 42 Codex, OpenCode 1 4,032 tok
WhitehatD/crag crag.sh The bedrock layer for AI coding agents. One governance.md. Any project. Never stale. Unive 42 Claude Code, Codex, OpenCode 2 601 tok
alexk-dev/golemcore-bot golemcore.me Agent Platform for AI-Native Companies 42 Claude Code, Codex, OpenCode 2 3,732 tok
Degenapetrader/EVClaw OpenClaw AI Trading Agent, based on EVPlus.AI data. 42 Codex, OpenCode 1 1,755 tok
Rai220/anima_sdk Minimal runtime for long-running autonomous agent experiments 42 Codex, OpenCode 1 1,334 tok
bdouble/pm-vibecode-ops An agentic, AI-powered workflow for Product Managers and other non-engineers to build bett 42 Codex, OpenCode 1 4,809 tok
Doulor/Clawd-Companion Claude Code desktop pet companion — a transparent desktop pet window that displays Claude 42 Claude Code, Codex, OpenCode 2 2,666 tok
hodgesmr/agent-fecfile A Claude Code plugin + Agent Skill + MCP Server for analyzing Federal Election Commission 42 Claude Code, Codex, OpenCode 2 1,308 tok
dsebastien/whatsapp-claude-agent Bridge WhatsApp with Claude Code - interact with your files via WhatsApp messages 42 Claude Code, Codex, OpenCode 2 1,027 tok
krapie/mycelium tiny.kevinprk.com Organize your AI sessions, and carry what they know into the next one. 42 Claude Code, Codex, OpenCode 2 4,939 tok
man0l/ai-directories flowcraftpro.com Submit your AI tool or AI Agent in AI directories 42 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 5 4,688 tok
rretsiem/opencode-hive opencode.ai Multi-agent architecture for Opencode — cost-optimized model routing, parallel specialist 42 Codex, OpenCode 1 1,233 tok
FalkorDB/FalkorDB-MCPServer falkordb.com FalkorDB-MCPServer is an MCP (Model Context Protocol) server that connects LLMs to FalkorD 42 Claude Code, Codex, OpenCode 2 1,406 tok
yeet-src/agent-lock Confine an AI coding agent to one directory with a BPF-LSM program, and watch every escape 42 Codex, OpenCode 1 7,310 tok
smcronin/uspto-cli Agent-ready CLI for the USPTO Open Data Portal API 42 Claude Code, Codex, OpenCode 2 1,577 tok
theam/limina Autonomous research harness for AI agents. Give it a measurable goal — it hypothesizes, ex 42 Claude Code, Codex, OpenCode 7 2,170 tok
demml/opsml docs.demml.io AI lifecycle platform for classical ML and agentic systems. Versioned, encrypted registrie 42 Claude Code, Codex, OpenCode 5 6,068 tok
OhadAssulin/headless-coder-sdk Unified SDK for headless AI coders (Codex, Claude, Gemini) 42 Claude Code, Codex, OpenCode 2 1,313 tok
MonadWorks/agentify Agent Interface Compiler — One command. Every agent speaks your product. Transform OpenAPI 42 Claude Code, Codex, OpenCode 2 2,479 tok
OpenLinkSoftware/ai-agent-skills OPAL AI Agent Skills Collection (Skills.md Compliant) 42 Codex, OpenCode 1 5,297 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
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
mcp-box/mcpscore mcpscore.dev Lighthouse for MCP — score any MCP server 0–100. 42 Claude Code, Codex, OpenCode 2 1,412 tok
lennix1337/Genexus18MCP npmjs.com GeneXus MCP server with native SDK support for GeneXus 16–18 plus basic legacy compatibili 42 Claude Code, Codex, Gemini CLI, OpenCode 11 7,734 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
dawsonpar/SetOptics 42 Codex, OpenCode 1 1,241 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
DamonZS/PE-reverse-skill A general-purpose cross-platform reverse-engineering tool covering active Web intrusion, W 42 Codex, OpenCode 1 4,421 tok
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