How real projects configure their agents

32,552 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 agents8,564Claude Code6,906Git and workflow3,633Data and AI3,578Backend and APIs3,558Languages3,494Planning3,322Code review2,906Testing2,695DevOps and cloud2,496Writing and docs2,489Memory and context2,375Research2,320Frontend2,312Security2,181Project management1,980

All Claude Code32,552 Codex24,920 OpenCode23,840 GitHub Copilot3,723 Gemini CLI2,039 Cursor1,771 Windsurf202 Kiro117

Project Stars Configures Files Always loaded
CaullenOmdahl/Tailwind-Svelte-Assistant MCP server providing SvelteKit + Tailwind CSS documentation, Catalyst UI kit, security har 11 Claude Code 1 1,899 tok
rahulsethi/SAPDatasphereMCP MCP Server for SAP Datasphere 11 Claude Code 8 1,440 tok
janbam/self-mcp Metacognitive self-prompting MCP server for Claude 11 Claude Code 1 1,865 tok
provectus/awos-recruitment MCP server and CLI for discovering and installing AI coding assistant capabilities — skill 11 Claude Code 11 —
zzzlxhhh/obsidian-paper-curator obsidian-paper-curator is an LLM-powered paper reading and knowledge base management tool 11 Claude Code, Codex, OpenCode 4 1,304 tok
skyfox675/agents-skills A collection of agent configurations across AI services 11 Claude Code, Codex, GitHub Copilot, OpenCode 4 4,741 tok
pamelafox/comedy-roast-skill A Copilot CLI agent skill that roasts you based on your week's activity across GitHub, X/T 11 Claude Code, Codex 1 —
devsuperior/ia-java-spring-2026 devsuperior.com.br Projeto-base Java/Spring Boot para demonstrar fluxo agêntico com GitHub Copilot: MCP, cust 11 Claude Code 4 —
trebormc/drupal-ai-agents AI agents, rules, and skills for Drupal projects 11 Claude Code 3 3,739 tok
vudknguyen/openskill An universal agent skill manager 11 Claude Code 1 2,033 tok
lexfrei/ccc Claude Code Companions — external marketplace for Claude Code plugins: agents, skills, and 11 Claude Code 1 982 tok
kc0506/ntucool NTU COOL CLI + MCP server (Rust). Canvas LMS-based study tool surface for AI agents and hu 11 Claude Code 2 —
iclinic/afyapowers-plugin-dev A deterministic, phase-gated development workflow plugin for Claude Code. Forked from supe 11 Claude Code 2 1,032 tok
divingsbysangam/salesforce-compound-engineering-plugin Salesforce-aware compound engineering plugin for Claude Code, Cursor, Codex and other AI c 11 Claude Code 1 2,280 tok
jasonstrimpel/lead-genius-plugin AI-powered lead generation plugin for Claude Code and Claude Cowork 11 Claude Code 1 1,330 tok
creator-hian/claude-code-plugins 11 Claude Code 1 964 tok
zeta92/design-library-plugin Global Claude Code plugin — 58 brand design systems (Stripe, Linear, Vercel, etc.) always 11 Claude Code 1 1,503 tok
sfiorini/youtube-mcp MCP Server for YouTube API, enabling video management, Shorts creation, and advanced analy 11 Claude Code, Gemini CLI 2 4,981 tok
rsp2k/mcp-pdf pypi.org 🔒 Secure FastMCP server for comprehensive PDF processing - text extraction, OCR, table ex 11 Claude Code 1 4,154 tok
godstale/ollama-mcp-tutorials 11 Claude Code 1 1,494 tok
premex-ab/phone-mcp 11 Claude Code, GitHub Copilot 2 5,546 tok
KittyCAD/mcp An MCP server housing various Zoo built utilities 11 Claude Code, Codex, OpenCode 2 2,123 tok
Mark-Life/telegram-claude-codex andrey-markin.com Telegram bot that runs Claude Code or OpenAI Codex on your VPS and streams responses back 11 Claude Code, Codex, OpenCode 4 4,142 tok
dork-labs/dorkos dorkos.ai You, multiplied. One place for every AI agent you run: Claude Code, Codex, and OpenCode si 11 Claude Code, Codex, OpenCode 6 11,937 tok
maxschottke-spec/seo-survival-kit Recovery Operating System for ecommerce/D2C. Eighteen Claude Code skills for Core-Update r 11 Claude Code 1 3,333 tok
geledek/enterprise-ai-transformation-skills Agent skills for navigating AI transformations in enterprises. 11 Claude Code 1 721 tok
nylas/skills developer.nylas.com Agent Skills for building with the Nylas platform — email, calendar, contacts. Works with 11 Claude Code, Codex, OpenCode 2 870 tok
sangmin7648/tacit tacit is a Free, On-Device/Local macOS app that listens as you talk and turns it into note 11 Claude Code 1 1,513 tok
agentic-lineage/lineage agenticlineage.vercel.app Package and share AI agent workflows, skills, agents, and policies across Claude Code, Cod 11 Claude Code, Codex, OpenCode 5 742 tok
e-t-y-b/etyb-skills etyb.ai ETYB — your AI engineering team as one open-source skill (/etyb). 14 specialists, 9 always 11 Claude Code, Codex, OpenCode 2 966 tok
langadventurellc/task-trellis-mcp npmjs.com Greatly improve how AI coding agents handle complex projects. Task Trellis helps track req 11 Claude Code 4 1,009 tok
edholofy/dojo.md dojo.md University for AI agents. 92 courses, 4400+ scenarios, any model via OpenRouter. Auto-trai 11 Claude Code 11 3,168 tok
footprintjs/hcifootprint footprintjs.github.io TypeScript action and journey graphs for agent-accessible web apps, with live availability 11 Claude Code 1 4,567 tok
broomva/symphony broomva.tech Rust orchestration daemon for coding agents — polls Linear/GitHub/Markdown, creates isolat 11 Claude Code, Codex, OpenCode 4 4,687 tok
redhuntlabs/wizard Build AI spells for what you do - a meta-builder that turns recurring tasks into reusable 11 Claude Code, Codex, Gemini CLI, OpenCode 3 1,340 tok
EvilFreelancer/secs SECS (SECurity aSsistant) turns an AI coding agent (Claude Code, Cursor, Codex) into an au 11 Claude Code, Codex, OpenCode 2 4,071 tok
colaberry/WorldOfTaxonomy worldoftaxonomy.com 1,000+ open taxonomy systems with 1.2M+ codes and 320K+ crosswalk edges. NAICS, ISIC, NACE 11 Claude Code 1 16,396 tok
Open-Agent-Tools/open-stocks-mcp MCP Server for stock market data - Robinhood, Schwab APIs with multi-broker support 11 Claude Code, Codex, OpenCode 2 4,707 tok
DollhouseMCP/collection A Free, Open Source, collection of personas, prompts, skills, memories, agents, and more. 11 Claude Code 1 2,012 tok
memenow/persona-agent A Python-based API server for creating AI persona agents using Google A2A protocol and Mod 11 Claude Code, Codex, OpenCode 2 4,170 tok
nyo16/conduit_mcp Elixir implementation of the Model Context Protocol (MCP) — build servers to expose tools, 11 Claude Code 1 4,745 tok
crunchtools/mcp-trentina MCP gateway between AI agents and their tools, the web and Matrix: three-layer prompt-inje 11 Claude Code 2 10,610 tok
sharozdawa/ai-visibility Track your brand visibility across ChatGPT, Perplexity, Claude, and Gemini. Open source al 11 Claude Code 1 —
jamditis/mooc-starter-kit mooc.amditis.tech Starter repo for Advanced Prompt Engineering for Journalists — a Knight Center MOOC on AI 11 Claude Code, Codex, Gemini CLI, OpenCode 3 1,497 tok
Aureliolo/synthorg synthorg.io SynthOrg is a synthetic organisation: it staffs the roles, splits the work into jobs that 11 Claude Code, Codex, OpenCode 64 28,656 tok
pshkv/sint-protocol Runtime authorization & audit layer for physical AI — T0–T3 tiers, capability tokens, Ed25 11 Claude Code, Codex, OpenCode 2 4,406 tok
pablo-albaladejo/kaiord kaiord.com Open-source, local-first training platform: calendar, AI assistant, Garmin & WHOOP sync — 11 Claude Code, Codex, OpenCode 33 11,873 tok
Prismer-AI/k8s4claw The Kubernetes operator where AI agents manage their own infrastructure. Self-healing via 11 Claude Code 1 1,236 tok
Exponential-OS/prompt-engineering-in-action thewhyman.blog Co-Dialectic: catch your AI agreeing with you to please you, not because you're right. Syc 11 Claude Code, Gemini CLI 2 1,320 tok
jlckfb/openkits-skills A collection of Lichuang development board AI skills. Enables Claude Code, Codex, Trae, Cu 11 Claude Code 1 722 tok