How real projects configure their agents

43,652 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 agents7,588Claude Code6,636Data and AI3,676Backend and APIs3,496Languages3,402Planning3,219Git and workflow3,187Code review2,745Testing2,374Memory and context2,364DevOps and cloud2,310Writing and docs2,309Research2,295Frontend2,261Security2,021Productivity1,715

All Claude Code31,998 Codex23,222 OpenCode22,170 GitHub Copilot3,550 Gemini CLI1,918 Cursor1,738 Windsurf137 Kiro80

Project Stars Configures Files Always loaded
Mohamedsaleh14/ContextGit contextgit.com Context and requirement Management tool for CLI LLM tools 10 Claude Code, Cursor 3 2,701 tok
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
cloudera/minimcp A minimal, stateless, and lightweight framework for building MCP servers. 10 Cursor 1 919 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
ilyaev/mcp-chat-ui MCP Server with Chat UI 10 GitHub Copilot 1 1,131 tok
RocketPy-Team/Infinity-API api.rocketpy.org Infinity-API is a RESTful Open API and MCP server for RocketPy 10 Codex, OpenCode 1 647 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
FiquemSabendo/openrefine_mcp MCP server to control OpenRefine 10 Cursor 1 856 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
tcsenpai/claudeconfigurator Minimal desktop GUI to configure Claude Code (~/.claude): edit CLAUDE.md, skills, commands 10 Codex, OpenCode 1 2,488 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
creght-dev/skills creght.cn Codex and agent skills for Cregh. 10 Codex, OpenCode 1 846 tok
jimfilippou/things-mcp A Model Context Protocol (MCP) server that provides seamless integration with the Things p 10 Cursor 1 395 tok
arjun1194/insta-mcp Instagram MCP Server - Provides AI assistants with tools for Instagram analytics, insights 10 Gemini CLI 1 635 tok
skills-il/accounting AI agent skills for Israeli accounting, bookkeeping, and financial management 10 Claude Code 1 460 tok
wycats/vscode-ai-plugin Personal agent toolkit: workflow agents, skills, stances, and prompts for VS Code Copilot 10 Codex, OpenCode 1 222 tok
yorrick/agent-skills Claude Code plugins for automated development workflows — dev-loop, review automation, and 10 Claude Code, Codex, OpenCode 9 1,535 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