How real projects configure their agents

22,198 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 agents7,609Claude Code6,644Data and AI3,677Backend and APIs3,502Languages3,403Planning3,220Git and workflow3,193Code review2,743Testing2,377Memory and context2,363DevOps and cloud2,314Writing and docs2,311Research2,293Frontend2,259Security2,022Productivity1,721

All Claude Code32,006 Codex23,251 OpenCode22,198 GitHub Copilot3,552 Gemini CLI1,917 Cursor1,737 Windsurf138 Kiro81

Project Stars Configures Files Always loaded
mlorentedev/pdf-modifier-mcp MCP server + CLI for PDF text replacement with font style preservation 2 Codex, OpenCode 1 2,152 tok
noclickapp/noclick noclick.com Build agents to automate any background task; works with your ChatGPT/Claude subscription. 2 Claude Code, Codex, OpenCode 7 2,301 tok
sandraschi/overte-mcp Overte (classic Vircadia-lineage) MCP server + dashboard for domain admin and entity orche 2 Codex, Cursor, OpenCode 2 606 tok
valuein/valuein valuein.biz We provide documentation and resources for 12M+ SEC filings and 105M+ raw facts. This is a 2 Claude Code, Codex, OpenCode 2 9,018 tok
tufantunc/axiom-advanced-math-mcp npmjs.com Exact symbolic math for LLMs: integrals, equations, matrices, and claim verification via G 2 Codex, OpenCode 1 1,272 tok
Catfish-75/claw-task-hub Local-first, Linear-like task hub for AI agents and agentic harnesses 2 Codex, OpenCode 1 472 tok
ssheleg/sheleg-design-skill skills.sshlg.me Visual-system skill for coding agents: a library of locked style packs, design tokens, cin 2 Codex, OpenCode 1 27 tok
ddalgrande/dining-places-skill Agent Skill that turns your Google Maps saved places into a personal dining knowledge base 2 Claude Code, Codex, OpenCode 2 555 tok
equinor/fusion-skills Fusion repo for agent skills 2 Claude Code, Codex, GitHub Copilot, OpenCode 11 5,529 tok
RandyNorthrup/high-quality-projects-skill Vendor-neutral project discovery, feature delivery, and quality retrofit. Scan and enhance 2 Codex, GitHub Copilot, OpenCode 2 1,824 tok
Fandhe-AI/agent-cli-skills 2 Claude Code, Codex, OpenCode 9 8,413 tok
coval-ai/mcp-server coval.dev MCP server for Coval that enables AI assistants to launch evaluations, manage test sets, a 2 Codex, OpenCode 1 895 tok
DespotB/handelsregister-cli Search the German commercial register (Handelsregister) and download all registry document 2 Claude Code, Codex, Gemini CLI, OpenCode 3 1,057 tok
gzb1128/opencode-plugin A CLI tool that brings the Claude Code plugin marketplace ecosystem to OpenCode — install, 2 Codex, OpenCode 1 1,823 tok
ventusff/claude-model-guard 🚨 Claude Code statusline plugin that catches silent model downgrades — theme-proof full-w 2 Claude Code, Codex, OpenCode 2 2,142 tok
Elnora-AI/elnora-slack Slack for Claude Code — the entire Slack Web API as a CLI (201 methods, 29 groups) plus ag 2 Claude Code, Codex, OpenCode 1 1,510 tok
dominikwozniak/dw-solo-skills a persistent Solo Projects spec-to-ship workflow for Claude Code 2 Claude Code, Codex, OpenCode 5 1,998 tok
eugeniughelbur/clearmode eugeniughelbur.github.io An anti-AI-slop writing standard and checker for AI-drafted text. Scores any document 0-10 2 Claude Code, Codex, OpenCode 2 1,115 tok
Yashraj00700/indian-gov-ui-skills AI agent skills for building accessible Indian government websites — UX4G 3.0.18, DBIM v3, 2 Codex, OpenCode 1 868 tok
GktuOktay/ai-skills 🚀 Universal Open-Source AI Agent Skills & Rules Library for Antigravity, Cursor, Claude C 2 Codex, GitHub Copilot, OpenCode 2 8,202 tok
stormlive-ai/ag-sdd npmjs.com Spec-Driven Development (SDD) harness & skill suite for Google Antigravity (AGY), Gemini 3 2 Codex, OpenCode 1 2,613 tok
martin-francois/symphony-trello Turn Trello cards into isolated, autonomous Codex implementation runs, allowing teams to m 2 Claude Code, Codex, OpenCode 16 1,135 tok
adammatthewsteinberger/clippy-pet adammatthewsteinberger.github.io Unofficial animated paperclip pet for the ChatGPT desktop app & Codex CLI. 9 animations, 1 2 Claude Code, Codex, Gemini CLI, OpenCode 5 2,330 tok
igovet/codex-cortex-orchestrator Cortex - Reliable multi-agent orchestration for complex software engineering work in Codex 2 Codex, OpenCode 1 2,576 tok
kei-prog/shikigami A fast, lightweight TUI for managing development workspaces 2 Codex, OpenCode 1 723 tok
Reedtrullz/codex-antigravity-auth pypi.org Released local Responses API gateway bringing Google Antigravity Claude Opus/Sonnet, Gemin 2 Codex, OpenCode 1 1,605 tok
ilyautov/cordon aifrontier.tech A deterministic layer between untrusted content and agent actions: it removes the hidden l 2 Codex, OpenCode 1 1,405 tok
agentlint/agentlint agentlint.sh The Lighthouse for AI coding agents. Audit any repo for how ready it is for Claude Code, C 2 Claude Code, Codex, GitHub Copilot, OpenCode 4 3,497 tok
bysiber/agents-md-tools Lint, secure, and manage AGENTS.md files — the open standard for AI coding agents. ESLint 2 Codex, OpenCode 1 250 tok
youwei792/agentsmd CI for your AI agent's instructions — generate a grounded AGENTS.md, validate every comman 2 Claude Code, Codex, Gemini CLI, OpenCode 3 573 tok
Fred-In-tech/learn-as-you-build Stop shipping code you can't explain. An AI coding assistant that teaches while it works — 2 Claude Code, Codex, Gemini CLI, OpenCode 3 2,658 tok
rhyme17/ai-study-workflow AI-assisted active recall workflow for university learning, final exam review, course PDFs 2 Claude Code, Codex, Gemini CLI, OpenCode 3 537 tok
aliasunder/vault-onboarding Give your AI agents persistent memory and session continuity in your Obsidian vault — a co 2 Claude Code, Codex, OpenCode 2 1,849 tok
ngoctranfire/discord-mcp-server An MCP server that gives AI assistants full control of Discord — manage channels, messages 2 Codex, OpenCode 1 315 tok
bestimmaa/roon-mcp npmjs.com MCP server to control Roon music player via AI agents 2 Claude Code, Codex, OpenCode 2 246 tok
WIndFate/legal-ai-agent Production-grade legal AI agent reference implementation — LangGraph + pgvector RAG + MCP 2 Claude Code, Codex, OpenCode 2 1,994 tok
chriswu727/sibyl pypi.org Evidence retrieval for AI agents. Search, extract, deduplicate, rank, and return auditable 2 Codex, OpenCode 1 1,391 tok
tubealfred/mcp tubealfred.com Bring YouTube transcripts, comments and channel data into Claude, ChatGPT and Cursor. No Y 2 Codex, OpenCode 1 549 tok
sandraschi/streamfog-mcp Fastmcp 3.2 server plus webapp for controlling streamfog ar facefilter 2 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 6 1,755 tok
VitexSoftware/mcp-server-abraflexi MCP server for AbraFlexi integration using FastMCP and python-abraflexi 2 Codex, OpenCode 1 1,072 tok
Raed2180416/holt raed2180416.github.io See what coding agents changed across Git worktrees. Inspect duplicates, collisions and de 2 Claude Code, Codex, OpenCode 5 1,120 tok
pnmcguire480/cairntir Local-first persistent memory MCP server for Claude Code, Codex, Cursor, Qwen Code, and AI 2 Claude Code, Codex, OpenCode 2 3,528 tok
jpantsjoha/pinescript-plugin jpantsjoha.com Pine Script v6 skills and MCP tooling for coding agents — backed by a real validator, not 2 Codex, Gemini CLI, OpenCode 2 627 tok
shayanline/msloop-mcp MCP server for Microsoft Loop. No app registration required, reuses your existing Loop web 2 Codex, OpenCode 1 1,341 tok
davidsolheim/grok-chrome-bridge Chrome extension that lets Grok Build attach to the profile you mark Active. 2 Codex, OpenCode 1 152 tok
postalform/agent-mail-mcp postalform.com Send physical mail from an AI agent. An open MCP server for agent-payable mail - print and 2 Codex, OpenCode 1 279 tok
babybuddy/babybuddy-mcp 2 Codex, OpenCode 1 1,227 tok
snow-wind-001/CodeRecoder CodeRecoder: MCP for recode the Code 2 Claude Code, Codex, OpenCode 2 1,280 tok
t-rhex/obsidian-mcp-server MCP server for Obsidian vaults — direct filesystem access with git sync, wikilinks, and fr 2 Claude Code, Codex, OpenCode 2 839 tok
rementum/rementum rementum.dev Self-hosted shared memory infrastructure for AI agents with versioned knowledge and confli 2 Claude Code, Codex, OpenCode 2 2,174 tok