How real projects configure their agents

32,564 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 agents8,576Claude Code6,909Git and workflow3,638Data and AI3,577Backend and APIs3,561Languages3,499Planning3,322Code review2,907Testing2,704DevOps and cloud2,498Writing and docs2,488Memory and context2,373Research2,320Frontend2,317Security2,182Project management1,989

All Claude Code32,564 Codex24,947 OpenCode23,868 GitHub Copilot3,726 Gemini CLI2,040 Cursor1,770 Windsurf203 Kiro117

Project Stars Configures Files Always loaded
edimuj/vexscan Security scanner for AI agent plugins, skills, MCPs, and configurations. Detects prompt in 9 Claude Code 1 —
timothywarner-org/copilot-memory-store techtrainertim.com Local JSON memory store for context engineering with GitHub Copilot and MCP clients. Inclu 9 Claude Code, GitHub Copilot 2 632 tok
refined-element/lightning-enable-mcp MCP server enabling AI agents to make Lightning Network payments 9 Claude Code 4 1,301 tok
paultyng/ideate One home for every idea — local-first macOS desktop app for tracking work-in-flight with l 9 Claude Code, Codex, OpenCode 2 7,939 tok
NAJEMWEHBE/unreal-ai-connection Drive Unreal Engine 5.7 from any MCP client: 155 editor-automation tools (inspect, author, 9 Claude Code, Codex, GitHub Copilot, OpenCode 3 3,419 tok
AI45Lab/SentrySkills LLM-native skill package that teaches agents to protect themselves 9 Claude Code 1 11 tok
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
supernova-labs/agent-smith A Claude Code plugin that architects, creates, reviews, audits, and manages skill layers f 9 Claude Code 1 462 tok
chenghit/aws-waf-rules-reviewer An Agent Skill that reviews AWS WAF Web ACL configurations for security issues, misconfigu 9 Claude Code, Codex, OpenCode 2 7,124 tok
benshapyro/cadre-devkit-claude Cadre team development kit for Claude Code - quality gates, security hooks, workflow comma 9 Claude Code 1 1,312 tok
xiaolai/echo-sleuth-for-claude Claude Code plugin: Mine past conversations for decisions, mistakes, patterns, and wisdom 9 Claude Code, Codex, OpenCode 1 1,105 tok
alrightryanx/claude-shadow Claude Code plugin - Get push notifications on your phone when Claude Code needs input. Ap 9 Claude Code 1 2,332 tok
maxmart/eclipse-mcp-server Eclipse IDE plugin exposing workspace operations to Claude Code via MCP 9 Claude Code 1 775 tok
tornikegomareli/claude-plugin-codex Use Claude Models from Codex to review or delegate tasks 9 Claude Code, Codex, OpenCode 2 1,224 tok
1234567mm/hermes-howto A comprehensive, step-by-step guide and collection of best practices for mastering Hermes 9 Claude Code 1 1,343 tok
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 3,675 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 10,270 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 —
brandondees/code-quality-atlas From-first-principles research toward a standalone agent skill suite for code review & mai 9 Claude Code, Codex, OpenCode 48 6,208 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
mikeparcewski/wicked-garden wg.wickedagile.com The skills your coding agent can't build alone: done re-checked from evidence, graph-aware 9 Claude Code, Codex, OpenCode 3 753 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
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, Codex, OpenCode 1 354 tok
choi88andys/skills Claude Code skills and plugins collection 9 Claude Code 1 894 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
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 1,471 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
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
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