How real projects configure their agents

23,222 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
patty-png/claude-code-toolkit-app claudecodestack.com The home for Claude Code. 2,400+ MCPs, skills, subagents, hooks, and plugins — plus course 2 Codex, OpenCode 1 74 tok
devs-30/skill-gate A Claude Code plugin that gates selected skills behind a confirmation prompt. 2 Claude Code, Codex, OpenCode 2 521 tok
Dbochman/dotfiles macOS dotfiles with extensive Claude Code customization - shell config, git, Homebrew, plu 2 Claude Code, Codex, OpenCode 5 818 tok
andyrids/icm-spec Claude Code plugin for spec-driven development alongside Interpretable Context Methodology 2 Claude Code, Codex, OpenCode 2 833 tok
Photopeng/TyporAi An AI writing and collaboration plugin for Typora, supporting Claude, Codex, OpenCode, API 2 Claude Code, Codex, OpenCode 2 335 tok
AaronGoldsmith/mcp-printable MCP server for AI-driven 3D modeling and print validation (FDM-focused). Agent-agnostic; w 2 Claude Code, Codex, OpenCode 6 3,519 tok
samueltauil/copilot-config-workshop A hands-on workshop for learning how to configure GitHub Copilot. Covers prompt engineerin 2 Codex, OpenCode 1 454 tok
grehnen/copilot-tooling A repo where I've collected copilot related tooling I use regularly across projects, such 2 Claude Code, Codex, OpenCode 26 634 tok
navikt/hovmester Copilot customization files (agents, skills, instructions) distributed via reusable GitHub 2 Claude Code, Codex, GitHub Copilot 49 6,842 tok
shuolol/sellfox-mcp 2 Claude Code, Codex, OpenCode 3 3,149 tok
razz-team/brighty-agent-toolkit Banking for AI agents — MCP server + AgentSkills for Brighty. Works with Claude, Codex, Cu 2 Claude Code, Codex, OpenCode 2 3,985 tok
selfagency/teamdynamix-mcp teamdynamix-mcp.self.agency 🎟️ TeamDynamix MCP Server (unofficial) 2 Claude Code, Codex, GitHub Copilot 3 1,307 tok
sandraschi/logic-analyzer-mcp FastMCP 3.2+ USB logic analyzer MCP with sigrok backend and fleet webapp 2 Codex, OpenCode 1 496 tok
shenyuexin/mobile-e2e-mcp AI-first mobile E2E MCP orchestration 2 Claude Code, Codex, OpenCode 8 2,053 tok
Leev1s/aa-mcp MCP server wrapping the Artificial Analysis public API. Enables AI agents to query LLM and 2 Codex, OpenCode 1 571 tok
Nuttapon/context-hub-mcp 2 Claude Code, Codex, OpenCode 4 544 tok
sh1rokovs/timetta-mcp Timetta time-tracking MCP server 2 Codex, OpenCode 1 527 tok
joelmnz/mcp-markdown-manager Manage a Markdown knowledge library with AI MCP API 2 Claude Code, Codex, GitHub Copilot, OpenCode 5 1,676 tok
Platano78/smart-ai-bridge glama.ai MCP server for Claude Code — multi-AI orchestration across local + cloud LLMs, intelligent 2 Codex, OpenCode 1 1,576 tok
sepa79/rpg-ledger-mcp Let Web GPT drive Codex to develop an RPG game server (and play that game) via MCP connect 2 Codex, OpenCode 1 1,066 tok
frap129/lorekeeper-mcp Semantic search tools for D&D5e w/ Open5e and .orcbrew import 2 Codex, OpenCode 1 584 tok
jonpspri/databeak jonpspri.github.io Model Context Protocol server providing 40+ specialized CSV data manipulation tools for AI 2 Claude Code, Codex, OpenCode 3 1,609 tok
Leon-Algo/feishu_user_token_mcp 2 Codex, OpenCode 1 3,412 tok
lenvolk/mcp-lifx 2 Claude Code, Codex, GitHub Copilot 3 833 tok
Im-Hal-9K/capacities-mcp Capacities×MCP 2 Claude Code, Codex, OpenCode 4 1,660 tok
cameronsjo/mouse-mcp MCP server providing Disney parks data to Claude - attractions, dining, height requirement 2 Codex, OpenCode 1 155 tok
Legorobotdude/mcp-image-gen MCP server for Gemini AI image generation 2 Claude Code, Codex, OpenCode 2 748 tok
lesleslie/session-buddy Session management MCP server for Claude Code — automatic session lifecycle, searchable me 2 Claude Code, Codex, OpenCode 3 6,037 tok
cpjet64/WebAI-MCP Monitor browser logs and much more directly from MCP compatible IDEs. 2 Claude Code, Codex, OpenCode 2 1,327 tok
GumpperGroup/unlock-reso-mcp-remote 2 Claude Code, Codex, OpenCode 2 2,069 tok
clankercode/mcp-fetch-patents 2 Claude Code, Codex, OpenCode 2 1,275 tok
kaiye/mcp-fetch-page 2 Codex, OpenCode 1 583 tok
inboundemail/mcp inbound-mcp.vercel.app 2 Codex, OpenCode 1 1,369 tok
duvoai/cua-mcp-server Agentic MCP server for CUA Cloud - delegate desktop automation tasks to autonomous vision- 2 Claude Code, Codex, OpenCode 3 3,466 tok
mdemyanov/gramax-docportal-mcp MCP server for Gramax documentation portal — search, read articles, browse catalogs 2 Claude Code, Codex, OpenCode 2 1,879 tok
yellowcandle/legco-search-mcp legco-search-mcp.herballemon.workers.dev A remote Model Context Protocol (MCP) server deployed on Cloudflare Workers for accessing 2 Claude Code, Codex, OpenCode 2 4,231 tok
thinkchainai/stock-intelligence-mcp MCP App Server for stock market data — AI-driven interactive charts, financials, analyst r 2 Codex, OpenCode 1 1,947 tok
ulianbass/tradingview-mcp TradingView Desktop MCP bridge — 100+ tools for chart automation via CDP, Pine workflows, 2 Claude Code, Codex, OpenCode 2 750 tok
kieutrongthien/coding-mcp coding-mcp.omaicode.com Coding MCP is a multi-project MCP server for remote coding workflows. It lets agents work 2 Claude Code, Codex, GitHub Copilot 4 320 tok
guirguispierre/spotifyMCP Cloudflare-hosted remote Spotify MCP server with OAuth and per-user token storage for AI a 2 Codex, OpenCode 1 293 tok
henkas/orderfood npmjs.com MCP server for AI-driven food delivery — search restaurants and manage orders on Uber Eats 2 Claude Code, Codex, OpenCode 2 1,534 tok
li-yq/namespaced-hpc-mcp MCP server for namespaced HPC 2 Codex, OpenCode 1 842 tok
s9hn/figma-compaction-mcp MCP bridge that prunes Figma design context into compact plain-text context for agents 2 Codex, OpenCode 1 498 tok
sandraschi/opencode-cli-mcp MCP server that wraps opencode CLI's HTTP API (opencode serve) into MCP tools, plus a weba 2 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 6 1,910 tok
tristanmanchester/sifs Extremely fast hybrid code search for agents. 2 Codex, OpenCode 1 259 tok
kruschdev/pg-git-mcp A PostgreSQL-backed Git implementation and semantic memory MCP server for AI coding agents 2 Codex, OpenCode 1 807 tok
joshdougall/memory-mcp Valkey-backed MCP memory server for AI agents — persistent, searchable, versioned cross-se 2 Codex, OpenCode 1 1,040 tok
paulieb89/uk-property-mcp 2 Claude Code, Codex, OpenCode 5 1,272 tok
theobjectivedad/powersearch-mcp PowerSearch MCP helps AI agents search and retrieve content from the public web with fewer 2 Codex, GitHub Copilot, OpenCode 2 1,562 tok
langlink-localization/xliff-mcp-server MCP server for processing XLIFF translation files 2 Codex, OpenCode 1 320 tok