How real projects configure their agents

32,564 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 agents8,576Claude Code6,909Git and workflow3,638Data and AI3,577Backend and APIs3,561Languages3,499Planning3,322Code review2,907Testing2,704DevOps and cloud2,498Writing and docs2,488Memory and context2,373Research2,320Frontend2,317Security2,182Project management1,989

All Claude Code32,564 Codex24,947 OpenCode23,868 GitHub Copilot3,726 Gemini CLI2,040 Cursor1,770 Windsurf203 Kiro117

Project Stars Configures Files Always loaded
logosdx/monorepo logosdx.dev TS tooling for the modern JS runtime 7 Claude Code 2 3,007 tok
joseikininsight-hue/sales-claw-ts Automated B2B company outreach via web contact forms — TypeScript port (Electron main + da 7 Claude Code, Codex, OpenCode 2 11,191 tok
bunhine0452/Ocul-PM oculpm.com Local-first AI project manager (AI PM) for AI coding agents — auto-journals, verifies & or 7 Claude Code, Codex, OpenCode 2 6,609 tok
Justdvp/claude-code-templates 🛠️ Simplify your coding with ready-to-use configurations for Anthropic's Claude Code, des 7 Claude Code 1 4,007 tok
r00tify/crashdx A deterministic crash diagnosis engine for .ips reports (CLI + MCP server) 7 Claude Code 2 1,347 tok
yamaru-eu/hardware-probe yamaru.eu Expert hardware probe for AI, Gaming, and HPC. Analyzes GPU, VRAM, and Memory Bandwidth 7 Claude Code, Gemini CLI 2 1,739 tok
MattFlower/tempest gotempest.net Tempest is a macOS Desktop Application for Claude, Codex, and Pi that helps maintain your 7 Claude Code, Codex, OpenCode 5 897 tok
sisense/sisense-mcp-server sisense.com Deprecated. Use the hosted Sisense MCP Server: https://docs.sisense.com/main/SisenseLinux/ 7 Claude Code 1 —
jasondostal/cairn-mcp Persistent memory for AI agents... and humans 7 Claude Code 1 —
klimentij/klimkit brightgears.ai Archived, no longer maintained. Klimkit's best ideas continue in BrightGears, a full comme 7 Claude Code, Codex, OpenCode 2 498 tok
fabianfreund/actly-editor Agentic coding — build your app in a desktop workspace designed for planning, building, an 7 Claude Code, Codex, OpenCode 2 782 tok
tellang/triflux npmjs.com CLI-first multi-model orchestrator — routes tasks to Codex, Gemini, and Claude 7 Claude Code, Codex, Gemini CLI, OpenCode 3 4,376 tok
paultyng/testagent Deterministic fake of the claude and codex CLIs. Test hooks and orchestrator integrations 7 Claude Code, Codex, OpenCode 5 2,201 tok
Artmann/web-developer-mcp A Model Context Protocol (MCP) server that provides web development tools for AI assistant 7 Claude Code 1 1,161 tok
Dakera-AI/dakera-go dakera.ai Go SDK for Dakera AI agent memory — self-hosted, 88.2% LoCoMo. Vectors, hybrid search, kno 7 Claude Code 3 267 tok
ai-creed/ai-cortex ai-creed.dev Structural code intelligence and persistent memory for AI coding agents, served over MCP ( 7 Claude Code, Codex, OpenCode 1 1,122 tok
frootai/frootai frootai.dev From the Roots to the Fruits ! 7 Claude Code, Codex, GitHub Copilot, OpenCode 9 9,774 tok
Haroon-jay/wctx Cross-repository context for coding agents. A local-first MCP server that turns finished s 7 Claude Code 2 425 tok
lambda-curry/devagent 7 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 34 421 tok
Diplomat-ai/diplomat-agent diplomat.run What can your AI agent do to the real world? Scan your code. See which tool calls have zer 7 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,004 tok
zx06/xsql 🤖 AI-first cross-database CLI tool. Query MySQL/PostgreSQL safely with read-only protecti 7 Claude Code, Codex, OpenCode 2 2,593 tok
goranocokoljic/pure-context Repository for PureContext MCP 7 Claude Code 1 3,759 tok
gander-tools/osm-tagging-schema-mcp MCP server providing OpenStreetMap tagging schema tools for AI assistants - validate tags, 7 Claude Code 1 7,553 tok
Orpheus-K/symbiopulse SymbioPulse is an MCP-first context layer for AI coding agents. It builds a persistent pro 7 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 5 1,565 tok
damien-schneider/agent-skills-library agents-library.dev The centralized hub for AI agent capabilities. Discover, share, and manage high-quality ma 7 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 5 3,309 tok
jazzmind/busibox A self-hosted AI platform that keeps your data on your infrastructure. Busibox integrates 7 Claude Code, Cursor 10 7,122 tok
canblmz1/ruleProb Test whether your CLAUDE.md, AGENTS.md and .cursor/rules actually survive AI agent executi 7 Claude Code, Codex, OpenCode 2 2,881 tok
omarhelal1234/ai-agents-library The Agency — 184 AI specialists + a browser orchestrator that builds, tests and ships proj 7 Claude Code, Codex 2 —
ix-infrastructure/ix-claude-plugin Claude CLI extension for OSS, Ix 7 Claude Code 1 1,883 tok
lqwdtech/SaturnZap lqwdtech.github.io Bitcoin Lightning wallet CLI built for autonomous AI agents. 7 Claude Code, GitHub Copilot 3 1,782 tok
jeet129/praxis Production-grade skill library + agents + workflows + governance for AI coding agents — fu 7 Claude Code, GitHub Copilot 13 393 tok
kennovation1/kenfigure Kenfigure™: a YAML spec to define Benchling configurations 7 Claude Code 1 797 tok
hmohamed01/claude-code-plugins A repository of Claude Code Plugins - Swift, SQL, PowerShell, Rust Agents w/Skills and Hoo 7 Claude Code 1 730 tok
johnnichev/nv-context skills.nichevlabs.com nv:context > Context engineering for engineers who ship. Auto-detects, analyzes, generates 7 Claude Code, Codex, Gemini CLI, OpenCode 3 1,235 tok
ksgisang/AI-Watch-Tester ai-watch-tester.vercel.app AI-powered automated E2E testing. Just enter a URL — AI generates and runs test scenarios. 7 Claude Code, Codex, OpenCode 2 36,800 tok
VitDavid10/karpathy-claude-10-rules Behavioral guidelines for Claude Code inspired by Andrej Karpathy 7 Claude Code 1 907 tok
bjcho4141/harness-bujang 7 Claude Code 1 7,899 tok
voidlab7/weiyige-pavilion 7 Claude Code, Codex, OpenCode 9 4,941 tok
yiancode/AwesomeClaudeCode A curated list of Claude Code resources, best practices, tools, and projects 7 Claude Code 1 2,475 tok
jettyio/mlcbakery 7 Claude Code 1 1,339 tok
RickoNoNo3/ThinkMem AI Memory Management MCP System for LLMs - helping LLMs make better use of reasoning and m 7 Claude Code 1 1,119 tok
jschoemaker/driftguard-mcp npmjs.com MCP server for DriftGuard — exposes AI conversation drift scores and session health to Cla 7 Claude Code 1 1,268 tok
MuhammadMustafa18/whatsapp-mcp-server npmjs.com Local MCP server that exposes WhatsApp as 4 tools for Claude — send, read, and search mess 7 Claude Code 1 —
OrodruinLabs/CryptoExchanges.Net A unified .NET 10 SDK for cryptocurrency exchanges — one typed interface across Binance, B 7 Claude Code 2 489 tok
omattsson/terragrunt-mcp-server Model Context Protocol (MCP) server providing AI assistants with comprehensive Terragrunt 7 Claude Code, GitHub Copilot 3 1,871 tok
keaven/gsDesignSkills keaven.github.io Claude Code skills for clinical trial design R packages (gsDesign, gsDesign2, rpact, graph 7 Claude Code, Codex, OpenCode 2 524 tok
hojinlee/multi-agent-repo-handoff-skill 7 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,096 tok
xc404/kiwi 7 Claude Code, Codex, Cursor, OpenCode 9 1,656 tok
dhruv-anand-aintech/agent-rules-sync Synchronize rules, skills, settings, and MCP servers across Claude Code, Cursor, Gemini, O 7 Claude Code, Codex, OpenCode 2 3,515 tok
Zenobia000/ai-agentic-coding-template_unified 7 Claude Code 9 —