How real projects configure their agents

44,996 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 agents8,544Claude Code6,892Git and workflow3,622Data and AI3,580Backend and APIs3,558Languages3,492Planning3,321Code review2,907Testing2,690DevOps and cloud2,489Writing and docs2,484Memory and context2,374Research2,321Frontend2,311Security2,178Project management1,971

All Claude Code32,539 Codex24,879 OpenCode23,799 GitHub Copilot3,723 Gemini CLI2,040 Cursor1,772 Windsurf202 Kiro116

Project Stars Configures Files Always loaded
spreedly/spreedly-mcp A Model Context Protocol (MCP) server that provides AI assistants with direct access to th 10 Codex, OpenCode 1 2,225 tok
aj-geddes/terry-form-mcp MCP server that enables AI assistants to execute Terraform commands locally through secure 10 Claude Code 2 948 tok
kevinboss/port 🐳 A small CLI for running and snapshotting Docker containers from a YAML config — with a 10 Claude Code 3 —
JoshuaWangTW/RustBrowser Token-lean web content fetcher for LLMs — CLI + MCP server that distills web pages to clea 10 Claude Code 2 852 tok
agentcathq/agentcat-go-sdk AgentCat is an analytics platform for MCP server owners 🐱 10 Claude Code, Codex, OpenCode 2 4,094 tok
hypen-code/mcp-code-execution MCE (MCP Code Execution) is a production-grade MCP server that transforms Swagger/OpenAPI 10 Codex, OpenCode 1 6,710 tok
missdeer/gemini-mcp-rs Gemini-MCP-rs is an MCP server that encapsulates Google's Gemini CLI tool into a standard 10 Claude Code, Codex, Gemini CLI, OpenCode 3 7,315 tok
evansims/openfga-mcp openfga.dev Model Context Protocol server enabling querying and management of OpenFGA and Auth0 FGA au 10 Claude Code 4 2,825 tok
Dogacel/agent-blog Claude code plugin for your agents to write and publish blogs automatically from your codi 10 Claude Code 1 1,328 tok
alwinpaul1/claude-hud-enhanced Enhanced Claude Code HUD plugin with color themes, accurate token display, and more featur 10 Claude Code 1 1,479 tok
IntoTheNull/claude.nvim A Neovim plugin that integrates Claude AI into your editor. Seamlessly chat with Claud 10 Claude Code 1 250 tok
xiaolai/eou-foundry Recursive governance for Executable Operating Units (EOUs). Faceted classification, genera 10 Codex, Gemini CLI, OpenCode 2 1,781 tok
lsvishaal/tokburn See where your AI coding agent tokens actually go 10 Claude Code 1 900 tok
giginet/cc-plugin-catalog giginet.me Static site generator for Claude Code and Codex Plugin Marketplace repositories 10 Claude Code 1 288 tok
FujishigeTemma/semantic-scholar-mcp 10 Claude Code 2 646 tok
sam-ent/google-automation-mcp Google Workspace APIs for AI agents — Gmail, Drive, Sheets, Calendar, Docs, Forms, Tasks. 10 Gemini CLI 1 776 tok
jasnonaz/vibe-worldbuilding-mcp Vibe Worldbuilding 10 Claude Code 1 1,297 tok
gwas-catalog/mcp ebi.ac.uk GWAS Catalog Model Context Protocol server, supporting natural language queries of associa 10 Codex, OpenCode 1 366 tok
kunal12203/token-counter-mcp Accurate Claude Code token counter MCP — tracks every input, output & cache token with USD 10 Claude Code 1 611 tok
Aeven-AI/mcp-nanobanana mcp for nano banana using openrouter.ai 10 Codex, Gemini CLI, OpenCode 2 2,076 tok
Hint-Services/mcp-trello 10 Claude Code 1 819 tok
eliavamar/mcp-of-mcps 10 Claude Code 1 335 tok
karlost/FreeloMCP 10 Claude Code 1 1,233 tok
BrickDesignerNL/github-copilot-gpt-code-improver Custom Instruction for GitHub CoPilot to improve the output quality of the default GPT-mod 10 GitHub Copilot 1 1,329 tok
JRS1986/CodingScaffold A lightweight scaffold for safer, more structured agentic coding — helping developers give 10 Codex, OpenCode 1 868 tok
usurahi-project/usurahi School-anime-inspired multi-agent development workflow with tmux, MCP, and role-driven col 10 Claude Code 2 914 tok
mollyretter/forward-deployed-engineer-toolkit opinionated tools for shipping AI into real-world domains 10 Claude Code 1 479 tok
ribeirogab/zeno-agent zeno-agent.dev Self-hosted personal agent. 10 Claude Code, Codex, OpenCode 12 1,505 tok
vanzan01/claude-agent-sdk-starter blog.vanzan01.org Clean starter kit for building Electron desktop apps with the official Claude Agent SDK 10 Claude Code 1 408 tok
martinemde/dotfiles ✨ AI-first dotfiles with chezmoi 10 Claude Code, Codex, OpenCode 6 928 tok
PackmindHub/skillsight See which Claude Code skills your team actually uses. Self-hosted, OTLP-native, no outboun 10 Claude Code 13 3,398 tok
miopea/swarm-legacy Swarm (legacy) — web dashboard + autopilot for AI coding agents. Superseded by miopea/swar 10 Claude Code 4 2,809 tok
GoPlasmatic/Orion docs.goplasmatic.io The declarative runtime for AI agents, workflows, microservices, and event processing. 10 Claude Code 1 13,076 tok
Alberto-Codes/docvet alberto-codes.github.io Comprehensive docstring quality vetting for Python projects 10 Claude Code, Codex, GitHub Copilot, OpenCode 65 3,803 tok
thalesholleben/ccx Local agent fleet for Claude Code and Codex: isolated account profiles, weighted quotas, p 10 Claude Code, Codex, OpenCode 2 788 tok
eloylp/agents A self-hosted, observable orchestrator for multi-agent workflows on your repos. Compose fr 10 Claude Code, Codex, OpenCode 2 11,075 tok
hesedcasa/sdkck hesedcasa.github.io Agentic CLI that provides multiple tools via plugins 10 Claude Code 1 9,305 tok
SergeyKhval/claude-dnd D&D 5e game engine plugin for Claude Code 10 Claude Code 1 136 tok
rynald0cst0ltziam/Warden-AI warden-io.vercel.app The structurally-verified context layer for AI coding agents. Cut 50-90% of your agent's t 10 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 7 19,093 tok
DeusMaximus/rmm-skills Claude AI Skills for generating production-ready RMM scripts (PowerShell, macOS, Linux) ta 10 Claude Code 1 1,489 tok
jiatastic/open-python-skills git.new AI skill sets that provides intelligence for building solid Python backends across multipl 10 Codex, OpenCode 1 348 tok
GrimLink/dotfiles 🔧 My DEV env setup 10 Claude Code, Codex, OpenCode 2 179 tok
inflowpayai/inflow-cli inflowcli.ai A wallet for your agents to onboard and pay. Agentic MPP / x402 payments from your machine 10 Codex, OpenCode 1 3,815 tok
nuyoah-ai-works/open-nuyoah-skill Public, reusable Agent Skills: create exclusive white soft-block characters and generate a 10 Codex, OpenCode 1 536 tok
AlexanderAbramovPav/youtube-advisor Build an AI advisor SKILL from any YouTube channel — transcripts, BM25 + semantic RAG, ver 10 Codex, OpenCode 1 409 tok
b3sty191/b3sty-skill b3sty RedM/FiveM Lua Codex skill 10 Codex, OpenCode 1 391 tok
deepsteve/deepsteve deepsteve.com A UI around your Claude Code and Codex terminals that your agents build, so the only model 10 Claude Code, Codex, OpenCode 4 8,291 tok
lyr1cs/rein Multi-source cross-validated memory MCP server for AI agents (Rust, jieba CJK, local-first 10 Codex, OpenCode 1 18,173 tok
Hint-Services/obsidian-github-mcp MCP Server to search individual private Github Repositories 10 Claude Code 4 660 tok
caezium/nib nib.henryzh.dev Turn any idea or article into hand-drawn editorial illustrations starring your own charact 10 Claude Code, Codex, OpenCode 2 176 tok