How real projects configure their agents

31,984 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
slowww-ai/second-brain 10 Claude Code 10 2,176 tok
alexandre-schaffner/revv **Revv** is an AI-powered code review desktop application. It's a Tauri v2 desktop app wit 10 Claude Code, Codex, OpenCode 2 8,439 tok
TrevorS/dot-claude 10 Claude Code 3 254 tok
aarjang/ato 10 Claude Code 3 194 tok
laurigates/dotfiles My personal dotfiles made public to inspire and/or confuse others. 10 Claude Code 7 1,781 tok
orsenkucher/ra-tool Claude Code integration with Rust Analyzer 10 Claude Code 1 707 tok
zhashkevych/kura kura-md.com 📝 Turn YouTube into notes you'll actually re-read. 10 Claude Code 1 1,419 tok
ModelContextProtocol-Security/audit-db Community-maintained database of MCP server audit results and security assessments. Contai 10 Claude Code 1 1,139 tok
AlanOgic/odoo-mcp-19 MCP Server for Odoo 19+ with v2 JSON-2 API Support 10 Claude Code 1 10,821 tok
ghoulr/bun-doc-mcp A MCP server that provides bun documents as resources for your AI coding assistant. 10 Claude Code, Codex, OpenCode 2 651 tok
giauphan/codeatlas-mcp-server Local-first MCP server for AI-powered codebase intelligence — AST analysis, dependency gra 10 Claude Code 1
mjochum64/mcp-solr-search MCP-Server for Apache Solr 10 Claude Code, GitHub Copilot 2 1,943 tok
cuspymd/mcp-server-mod modrinth.com A Fabric mod that implements a Model Context Protocol (MCP) server, enabling AI assistants 10 Claude Code 1 1,265 tok
devno39/AppSeed 10 Claude Code 1 2,823 tok
chajus1/proxmox-mcp-enhanced Enhanced Proxmox MCP server with 70+ tools for comprehensive infrastructure management, se 10 Claude Code 53 47 tok
yuji0809/cc-recommender 🎯 MCP server that recommends optimal Claude Code extensions by analyzing your project 10 Claude Code 11 4,539 tok
alexanderop/dotfiles macOS dotfiles - zsh, git, VSCode, Ghostty, Homebrew 10 Claude Code 1 311 tok
harperreed/toki Git-aware CLI todo manager with MCP server for AI agent integration 10 Claude Code 1 313 tok
ewhauser/bazel-mcp MCP server for Bazel focused on token reduction 10 Claude Code, Codex, OpenCode 2 354 tok
adarc8/skills-master-mcp MCP server for the SkillsMP marketplace. Search, discover, read, install, and remove AI co 10 Claude Code 1 1,091 tok
SpaceyKasey/TcpSocketMCP An MCP server that gives AI models access to raw TCP socket connections for advanced troub 10 Claude Code 1 752 tok
ekscrypto/sm3 ShangMi 3 implementation in Swift 10 Claude Code 1 3,860 tok
dmquant/institute-one Single-node AI research institute: one Python process, one SQLite file, one Obsidian vault 10 Claude Code, Codex, OpenCode 2 3,078 tok
chamroro/tailwind-a11y npmjs.com Static accessibility analysis for Tailwind CSS projects. 10 Claude Code 1 1,876 tok
CaullenOmdahl/Tailwind-Svelte-Assistant MCP server providing SvelteKit + Tailwind CSS documentation, Catalyst UI kit, security har 10 Claude Code 1 1,899 tok
sxzz/stackblitz-mcp stackblitz-mcp.sxzz.dev MCP server for reading files from StackBlitz projects 10 Claude Code, Codex, OpenCode 2 575 tok
ReyNeill/Kontxt Codebase indexing MCP server 10 Claude Code, Codex, OpenCode 2 805 tok
OpenSIPS/opensips-mcp-server OpenSIPS MCP Server 10 Claude Code 6
konflux-ci/konflux-devlake-mcp MCP server that bridges AI assistants with DevLake databases for natural language data que 10 Claude Code, Codex, Cursor, OpenCode 3 3,649 tok
jalehman/mcp-sage MCP Server for getting second opinions/reviews on large amounts of code. 10 Claude Code 1 262 tok
rossshannon/pinboard-bookmarks-mcp-server Pinboard bookmarks MCP server 10 Claude Code 1 1,998 tok
kilkellym/ArchSmarterRevitMcpServer 10 Claude Code 1 788 tok
janbam/self-mcp Metacognitive self-prompting MCP server for Claude 10 Claude Code 1 1,865 tok
RohiRIK/claude-code-config Personal Claude Code global config — hooks, agents, skills, commands 10 Claude Code, Codex, OpenCode 2 3,024 tok
skills-il/developer-tools AI agent development utilities with Israeli adaptations 10 Claude Code 1 451 tok
nietsneuah/filemaker-mcp MCP server connecting AI assistants to FileMaker databases via OData 10 Claude Code 1 452 tok
TaoELi/MaxwellLink maxwelllink.org A flexible framework for self-consistent EM-molecular simulations, powered by AI agent ski 10 Claude Code, Codex, Gemini CLI, OpenCode 3 755 tok
skills-il/accounting AI agent skills for Israeli accounting, bookkeeping, and financial management 10 Claude Code 1 460 tok
redhat-community-ai-tools/claude-plugins 10 Claude Code 1 605 tok
yorrick/agent-skills Claude Code plugins for automated development workflows — dev-loop, review automation, and 10 Claude Code, Codex, OpenCode 9 1,376 tok
zzzlxhhh/obsidian-paper-curator obsidian-paper-curator is an LLM-powered paper reading and knowledge base management tool 10 Claude Code, Codex, OpenCode 4 1,304 tok
Azurboy/Daily_Digest_for_OpenClaw dailybit.cc Daily fetches the 92 high-quality information sources recommended by Karpathy, then uses S 10 Claude Code 1 143 tok
skills-il/security-compliance AI agent skills for Israeli privacy law, GDPR, and regulatory compliance 10 Claude Code 1 429 tok
Demerzels-lab/elsamultiskillagent elsamultiskillagent.site OpenClaw AI Agent Skills Directory - Discover 1700+ AI Agent Skills 10 Claude Code 2 2,178 tok
whit3rabbit/clean-room-skill A skill for claude/codex to take source code and implement a clean-room of agents to gener 10 Claude Code, Codex, OpenCode 2 4,734 tok
cnrture/Rune IntelliJ IDE's plugin that brings Claude AI directly into your IDE. Manage terminal sessio 10 Claude Code 1 1,708 tok
pamelafox/comedy-roast-skill A Copilot CLI agent skill that roasts you based on your week's activity across GitHub, X/T 10 Claude Code, Codex 1
devsuperior/ia-java-spring-2026 devsuperior.com.br Projeto-base Java/Spring Boot para demonstrar fluxo agêntico com GitHub Copilot: MCP, cust 10 Claude Code 4
pasunboneleve/oiticica-style A century-old style manual, converted into a taxonomy of agentic writing skills. 10 Claude Code, Codex, OpenCode 5 800 tok
trebormc/drupal-ai-agents AI agents, rules, and skills for Drupal projects 10 Claude Code 3 3,589 tok