How real projects configure their agents

23,196 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
davidsmorais/mcpocket Your AI setup. Everywhere you work. Syncs Claude Code agents, skills, plugins, and MCPs ac 9 Claude Code, Codex, OpenCode 3 90 tok
v833/q-code q-code.wq1115.com A command-line Agent framework based on the AI SDK, supporting tool calling, Plan Mode, pe 9 Codex, OpenCode 1 10,314 tok
tornikegomareli/claude-plugin-codex Use Claude Models from Codex to review or delegate tasks 9 Claude Code, Codex, OpenCode 2 1,224 tok
claude-office-skills/claude-office-plugin WPS Office Excel AI data processing assistant — conversational spreadsheet operations in t 9 Codex, OpenCode 1 1,880 tok
Roxabi/roxabi-plugins Open-source Claude Code plugins by Roxabi — context engineering tools for teams using Clau 9 Claude Code, Codex, OpenCode 4 1,488 tok
gigaverse-app/langsmith-cli A context-efficient, feature-complete CLI for LangSmith. Packaged as a Claude Code plugin 9 Claude Code, Codex, OpenCode 3 10,157 tok
lbj96347/compete A Claude code CLI plugin for discovering competitors and conducting comparisons to identif 9 Claude Code, Codex, OpenCode 2 2,056 tok
brandondees/code-quality-atlas From-first-principles research toward a standalone agent skill suite for code review & mai 9 Claude Code, Codex, OpenCode 48 5,090 tok
huangzhonglv/hep-workflow A skill-based agent workflow for high-energy physics phenomenology: from model proposal th 9 Claude Code, Codex, OpenCode 8 3,316 tok
smithersai/webui smithers.sh A skill + CLI that lets agents render React + MDX in a browser window — for plans, diffs, 9 Codex, OpenCode 1 828 tok
mikeparcewski/wicked-garden wg.wickedagile.com THE skill catalog for coding agents — curated multi-domain toolkit (QE, memory/search, gov 9 Claude Code, Codex, OpenCode 3 753 tok
OutlineDriven/odin-reflector outlinedriven.github.io Codex CLI meta-reflection layer for Outline-Driven Development. Add-on for the Claude plug 9 Claude Code, Codex, OpenCode 2 3,753 tok
techtalk/ai-readiness-assessment techtalk.github.io A self-contained Claude Code & GitHub Copilot plugin that assesses a team's AI readiness a 9 Codex, GitHub Copilot, OpenCode 2 2,900 tok
srstomp/pokayokay pokayokay.com An orchestration plugin for Claude Code and Codex that enables reliable autonomous develop 9 Claude Code, Codex, OpenCode 2 3,466 tok
mpsuesser/effect-claudecode npmjs.com Effect v4 bindings for Claude Code's plugin primitives — hooks, skills, settings, MCP serv 9 Claude Code, Codex, OpenCode 1 2,472 tok
edgar-durand/codeagent-mobile-clients codeagent-mobile.com Public source for CodeAgent Mobile clients: codeam-cli (npm), VS Code / Cursor / Windsurf 9 Claude Code, Codex, OpenCode 4 13,156 tok
trayio/tray-plugins Tray Headless — the full Tray platform, in your AI IDE. Official Tray.ai plugins for Claud 9 Codex, OpenCode 1 831 tok
ChangooLee/mcp-kr-legislation A Model Context Protocol (MCP) server integrating the Korean Ministry of Government Legisl 9 Codex, Cursor, OpenCode 2 7,528 tok
quangdang46/uefn-verse-mcp MCP bridge for Unreal Editor for Fortnite that lets Claude Code, Cursor, and other MCP cli 9 Claude Code, Codex, OpenCode 2 595 tok
mrgoonie/vidcap-mcp-server An MCP server to extract Youtube captions and summarize videos 9 Claude Code, Codex, OpenCode 24 632 tok
karimodm/angrMCP LLMs that break your binaries apart. MCP for angr framework. 9 Codex, OpenCode 1 1,569 tok
WazzaMo/vecfs A local MCP server that provides a vector file store to give AI agents a long-term memory. 9 Codex, OpenCode 1 555 tok
physics91/openrouter-mcp A Model Context Protocol (MCP) server for OpenRouter API - Access 100+ AI models through a 9 Claude Code, Codex, OpenCode 6 1,088 tok
fahmidme/nano-banana-mcp 9 Codex, OpenCode 1 653 tok
rryan/tiddly-mcp Model Context Protocol (MCP) server for TiddlyWiki - enables AI agents to interact with yo 9 Codex, OpenCode 1 119 tok
thomaswitt/mcp-agents npmjs.com MCP server that wraps the Claude Code and Gemini CLI so any MCP client (e.g. codex) can ca 9 Claude Code, Codex, OpenCode 2 2,792 tok
yfe404/proxy-mcp MCP server that runs an explicit HTTP/HTTPS MITM proxy 9 Codex, OpenCode 1 135 tok
moha-abdi/mitmproxy-mcp MCP server for mitmproxy -- analyze, intercept, and replay HTTP/HTTPS traffic through any 9 Codex, OpenCode 1 2,436 tok
alphaplapplap/mcp-memory-service Universal Memory Service implementing MCP for AI assistants - supports Claude Code, Claude 9 Claude Code, Codex, OpenCode 2 4,757 tok
ifokeev/airbrowser-mcp ifokeev.github.io Undetectable Chrome for AI agents, web scraping, and automation. REST API + MCP server + V 9 Claude Code, Codex, OpenCode 5 2,665 tok
linancn/tiangong-lca-mcp tiangong-lca-mcp 9 Codex, OpenCode 1 2,749 tok
ABIvan-Tech/zvec-mcp 9 Codex, OpenCode 1 1,264 tok
Loctree/loctree loct.io Structural code intelligence for AI agents. Scan once, query everything — dead exports, ci 9 Codex, GitHub Copilot, OpenCode 2 1,731 tok
deejay-hub/salesforce-ada-agent-skills Salesforce agent skills to learn and make decisions 9 Claude Code, Codex, Gemini CLI, OpenCode 5 4,569 tok
kpritam/gremlin-mcp MCP server for Gremlin graph databases - Connect AI agents like Claude to TinkerPop, Nept 9 Codex, OpenCode 1 2,848 tok
UvRoxx/midnight-agent-skills 9 Claude Code, Codex, OpenCode 2 947 tok
matheuswidder/Acervo-Agents-n-Skills 9 Codex, OpenCode 1 7,217 tok
kpbray/power-bi-agent-skills A comprehensive set of agent skills excellent at creating Power BI reports in PBIP format, 9 Claude Code, Codex 10
Ashex/atproto-mcp 9 Codex, OpenCode 1 4,114 tok
yasunori0418/skills Coding Agent skills for personal use 9 Claude Code, Codex, OpenCode 2 3,390 tok
zuoyou12/longzu.skillls Jiangnan × Fenghuo Xizhuhou style distillation Agent Skills (universal for Claude Code/Cod 9 Codex, OpenCode 1 629 tok
OrderlyNetwork/orderly-mcp 9 Codex, OpenCode 1 7,170 tok
GabrielAmz/web-anatomy webanatomy.ai Skills for your AI agent to audit, rewrite, and build landing pages that convert. Every mo 9 Claude Code, Codex, OpenCode 2 1,657 tok
MadaBurns/bv-mcp blackveilsecurity.com Open-source DNS & email security scanner. One MCP endpoint, 57 checks, zero install. Cloud 9 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 19 9,493 tok
PIXARTSeu/Synapse Self-improving AI brain for Claude Code & Desktop — 28 MCP tools, 253 skills, collective m 9 Claude Code, Codex, OpenCode 2 7,498 tok
bks-lab/open-bridge bks-lab.github.io Your AI coding agent starts every session knowing your repos, your clients, and how you wo 9 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 7 9,305 tok
Foysal50x/skills Opinionated Laravel engineering skills for AI coding agents. 9 Claude Code, Codex, OpenCode 2 2,095 tok
ChanMeng666/archlang archlang.uk 【Star us! ⭐】 A declarative language that compiles to professional SVG floor plans — like T 9 Claude Code, Codex, OpenCode 8 26,700 tok
fastrevmd-lab/fwskillsshare mechub.org 27 agent skills for firewall and network security work — Juniper SRX design, NAT, VPN, and 9 Codex, OpenCode 1 948 tok
katareayush/video-captions Claude Code plugin: transcribe a video's speech locally and burn in accurately-timed capti 9 Claude Code, Codex, Gemini CLI, OpenCode 2 494 tok