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
Mocinjay/immunogen Static, offline-first security scanner for AI-built apps. 0–100 Ship Score across 11 categ 9 Claude Code 1
kapital-legal/claude-for-tr-legal Türk hukukuna uyarlanmış Claude Code plugin koleksiyonu — Apache 2.0 9 Claude Code 1 2,770 tok
elct9620/claudekit A collection of plugins for Claude Code used by Aotokitsuruya. 9 Claude Code 3 3,875 tok
rwmjhb/happyclaw OpenClaw PTY Bridge Plugin - Bridges local Claude Code/Codex/Gemini CLI sessions to OpenCl 9 Claude Code 1 1,564 tok
muratsilahtaroglu/claude-code-starter-kit Discipline + security starter kit that keeps Claude Code (or any LLM agent) on course acro 9 Claude Code 8 1,006 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
tipdotmd/tip-md-x402-mcp-server 🏆 Hackathon: Transform any AI agent into a payment-enabled agent using x402 + CDP. MCP se 9 Claude Code 1 1,490 tok
christinetyip/ensue-learning-memory Learning-focused Ensue memory plugin for Claude Code - build deep understanding, not just 9 Claude Code 1 269 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
c-reichert/flowstate Claude Code plugin combining TDD discipline with knowledge compounding. Inspired by Superp 9 Claude Code 1 417 tok
Mistakey/simulink-automation-suite A Simulink automation suite and Claude Code plugin powered by MATLAB Engine for Python, de 9 Claude Code 2
testdino-hq/testdino-mcp testdino.com A MCP server that bridges TestDino with AI agents such as Cursor and Claude. Navigate test 9 Claude Code 11 4,125 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
ruliana/mcp-pkm-logseq A fairly customizable MCP server for Logseq 9 Claude Code 1 686 tok
yebot/rad-cc-plugins Claude Code plugin marketplace - Supercharge your AI-assisted development workflow 🧠 9 Claude Code 1 3,317 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
kiseki-technologies/kiseki-labs-readwise-mcp A simple MCP server for Readwise 9 Claude Code 1 794 tok
yuji-hatakeyama/claude-code-perlnavigator Claude Code plugin for Perl language support via PerlNavigator LSP 9 Claude Code 1 361 tok
choi88andys/skills Claude Code skills and plugins collection 9 Claude Code 1 894 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
mcrundo/franklin Turn technical books into Claude Code plugins 9 Claude Code 1 693 tok
choplin/jira-cli-mcp MCP server that wraps jira-cli to enable AI assistants to interact with Jira 9 Claude Code 1 1,138 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
PhialsBasement/mcp-webresearch-stealthified MCP web research server (give Claude real-time info from the web) 9 Cursor 1 62 tok
mohn93/ff-mcp 9 Claude Code 1 1,841 tok
3KniGHtcZ/codebeamer-mcp 9 Claude Code 1 732 tok
j3k0/speech.sh Simple curl script to play aloud what you type, useful if your voice is suddenly broken. 9 Claude Code 1 514 tok
ZENG3LD/gate4agent Universal Rust wrapper for CLI AI agents (Claude Code, Codex, Gemini). PTY mirror and pipe 9 Claude Code 1 2,434 tok
xano-inc/xano-developer-mcp 9 Claude Code 2
0xHashy/fathom-fyi fathom.fyi Financial Reality for AI Agents — The FYI your agent needs before it acts. 9 Claude Code 4 605 tok
AbdumajidRashidov/mycop abdumajidrashidov.github.io 9 Claude Code 1 1,383 tok
vlad-ds/maccy-clipboard-mcp MCP server for accessing Maccy clipboard history on macOS. Search, retrieve, and manage yo 9 Claude Code 1 731 tok
florinel-chis/magento-graphql-docs-mcp A local STDIO MCP server that provides tools to search and retrieve Magento 2 GraphQL API 9 Claude Code 1 3,599 tok
grafana/grafana-ui-mcp-server An mcp server to allow LLMS gain context about grafana-ui component structure, usage and 9 Claude Code 1 34 tok
mrgoonie/vidcap-mcp-server An MCP server to extract Youtube captions and summarize videos 9 Claude Code, Codex, OpenCode 24 632 tok
sv/mcp-paradex-py app.paradex.trade Connect AI agents to the Paradex trading platform. Retrieve market data, manage accounts, 9 Claude Code 1 857 tok
serifcolakel/swagger-mcp-adapter TypeScript-based MCP server that integrates with Swagger/OpenAPI specifications to expose 9 GitHub Copilot 1 2,789 tok
rahulgarg123/openscad-mcp MCP server for OpenSCAD rendering 9 Gemini CLI 1 432 tok
karimodm/angrMCP LLMs that break your binaries apart. MCP for angr framework. 9 Codex, OpenCode 1 1,569 tok
nanobot-ai/blackjack blackjack.nanobot.ai Blackjack MCP Server 9 Claude Code 1 551 tok
snowild/redmine-mcp MCP (Model Context Protocol) server for Redmine integration 9 Claude Code 1 2,822 tok
j-shelfwood/obsidian-local-rest-api-mcp 9 GitHub Copilot 1 505 tok
hongsw/claude-agents-power-mcp-server npmjs.com MCP server for recommending and installing project-specific pair programming roles 9 Claude Code 7 205 tok