How real projects configure their agents

24,842 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 agents8,530Claude Code6,887Git and workflow3,618Data and AI3,582Backend and APIs3,558Languages3,485Planning3,325Code review2,903Testing2,691DevOps and cloud2,482Writing and docs2,481Memory and context2,373Research2,322Frontend2,310Security2,179Project management1,971

All Claude Code32,523 Codex24,842 OpenCode23,761 GitHub Copilot3,723 Gemini CLI2,038 Cursor1,771 Windsurf201 Kiro116

Project Stars Configures Files Always loaded
quangphu1912/codebase-analyzer Progressive-depth codebase analysis and reverse engineering plugin for Claude Code 2 Claude Code, Codex, OpenCode 2 519 tok
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
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grehnen/copilot-tooling Archived: superseded by grehnen/skills and grehnen/dotfiles 2 Claude Code, Codex, OpenCode 27 634 tok
navikt/hovmester Copilot customization files (agents, skills, instructions) distributed via reusable GitHub 2 Claude Code, Codex, GitHub Copilot 49 6,842 tok
suuus/ape-context Enterprise context setup wizard for GitHub Copilot — scans your project, discovers MCP ser 2 Claude Code, Codex, GitHub Copilot 18 1,186 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
Nuttapon/context-hub-mcp 2 Claude Code, Codex, OpenCode 4 544 tok
shuji-bonji/houki-nta-mcp npmjs.com An MCP server for retrieving National Tax Agency (NTA) notifications, Q&A examples, and ta 2 Codex, OpenCode 1 2,422 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
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
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 1 371 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
shuji-bonji/pdf-reader-mcp npmjs.com An MCP (Model Context Protocol) server specialized in deciphering PDF internal structures. 2 Claude Code, Codex, OpenCode 15 2,572 tok
li-yq/namespaced-hpc-mcp MCP server for namespaced HPC 2 Codex, OpenCode 1 842 tok
shuji-bonji/pdf-spec-mcp npmjs.com An MCP (Model Context Protocol) server that provides structured access to ISO 32000 (PDF) 2 Claude Code, Codex, OpenCode 14 10,692 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
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
sydasif/nornir-mcp-server Nornir MCP Server provides a specialized set of tools for network engineers and AI agents 2 Claude Code, Codex, OpenCode 2 840 tok
neutral-Stage/gmail-mcp-server neutral-stage.github.io A powerful Gmail MCP server for AI agents — search, read, send, organize emails via Claude 2 Codex, OpenCode 1 1,398 tok
ghost-maxi/fivem-enhanced-mcp Unofficial, source-grounded MCP server and Codex skill for framework-neutral FiveM develop 2 Codex, OpenCode 1 445 tok
yushulx/simple-dynamsoft-mcp npmjs.com MCP (ModeContext Protocol) server that enables AI assistants to write correct code with Dy 2 Codex, OpenCode 1 2,364 tok
bojanrajkovic/mcp-paprika 2 Claude Code, Codex, OpenCode 4 2,918 tok