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
L337-org/docker-mcp Docker-MCP-Server - An MCP server covering the full management surface of Docker. Manage, 12 Claude Code, Codex, GitHub Copilot, OpenCode 6 9,646 tok
cas-team-analyst/team-analyst 12 Claude Code, Codex, Gemini CLI, OpenCode 8 2,346 tok
rm2thaddeus/promptgramming rm2thaddeus.github.io A framework to structure thoughts and shape them into production code 12 Codex, OpenCode 1 1,001 tok
EmblemCompany/Agent-skills emblemvault.ai Official skill collection for EmblemAI agents — 200+ crypto tools across 7 blockchains 12 Claude Code, Codex, OpenCode 2 1,191 tok
lynxlangya/knowject knowject.wangyun.fan AI-assisted project knowledge workspace for development teams. 12 Codex, OpenCode 1 1,905 tok
tenstorrent/tt-studio docs.tenstorrent.com The Tenstorrent Studio (TT-Studio) is an easy to use web interface for running AI models o 12 Claude Code 10 1,901 tok
onceMisery/seahorse-agent Seahorse Agent is an engineering platform for enterprise knowledge, long-term memory, and 12 Claude Code, Codex 4 1,438 tok
chintan-diwakar/zentickr-yahoo-query-mcp MCP server exposing financial data using Yahoo Finance via yahooquery. Provides stock insi 12 Claude Code, Codex, OpenCode 2 300 tok
saketananddotme/ai-dev-toolkit A toolkit that makes developers’ lives easier with AI 12 Claude Code, Codex, OpenCode 2 582 tok
CarlosEGuerraSilva/AGENTS.md AGENTS.md template to improve response structure, reduce input and output tokens, correct 12 Codex, OpenCode 1 1,637 tok
lenar-amirov/product-pipeline-public Run a product initiative as a tracked journey — not a toolbox of one-shot answers. Per 12 Claude Code 3 3,848 tok
maxturazzini/local-agent-viewer aimax.it Your local long-term memory for AI agent interactions. Parse, classify, search, and visual 12 Claude Code 1 10,094 tok
AlteredCraft/claude-code-plugins 12 Claude Code 1 1,184 tok
angrysky56/advanced-reasoning-mcp Allows AI to perform advanced reasoning, store the reasoning automatically, and can create 12 Codex, OpenCode 1 1,470 tok
daniel-carreon/MCP_servers 12 Cursor 1 1,225 tok
rauls-kjarners/claude-to-agy A lightweight MCP bridge that lets Claude Code delegate heavy tasks to the Antigravity CLI 12 Claude Code 1 1,204 tok
geekjourneyx/imgcli A pure Go, Agent-oriented image post-processing CLI. Designed for scripts, Workers, and au 12 Codex, OpenCode 1 583 tok
ngvoicu/specmint-core specmint.io Persistent, resumable specs for AI coding agents. Deep research, iterative interviews, pha 12 Claude Code, Codex, OpenCode 2 1,455 tok
MSiccDev/ai-context-kit AI Context Kit provides a structured, instruction-based framework for context-aware AI col 12 Codex, OpenCode 1 2,380 tok
BenRamins/otto Route, don't fork: a thin orchestration layer that turns overlapping AI skill libraries in 12 Claude Code 1 1,162 tok
yiwen65/SkillDock Local-first Git workspace and symlink installer for AI agent skills across Claude Code, 12 Codex, OpenCode 1 657 tok
ch1109/portable-agent-skills Three portable Agent Skills for research, repository deployment, and pre-install safety re 12 Codex, OpenCode 1 143 tok
shinhyukahn/cck A plugin that enables natural use of Claude Code in Korean 12 Claude Code 1 933 tok
h315uk3/symbiosis Claude Code plugins: your extended memory + your thinking partner. Information theory & co 12 Claude Code, GitHub Copilot 7 2,434 tok
asiflow/claude-nexus-hyper-agent-team-light asiflow.ai Multi-agents operating system layer on top of Claude Code 12 Claude Code 1 7,115 tok
KtKID/x-dev-pipeline Development workflow plugin for AI coding agents with structured req/plan/dev/review/fix l 12 Claude Code 1 3,413 tok
barleviatias/toolkit-ai npmjs.com Package manager for AI coding assistants — manage skills, agents & MCPs across Claude Code 12 Claude Code, Codex, OpenCode 2 4,932 tok
RonieNeubauer/cli2mcp npmjs.com Wrap any CLI as a Model Context Protocol (MCP) server for Claude, ChatGPT, Cursor, Gemini 12 Claude Code 1 1,221 tok
ismaelkedir/knowit useknowit.dev Shared, structured memory for AI coding agents — MCP server + CLI. One memory layer for Cl 12 Claude Code, Codex, OpenCode 2 270 tok
sachinshelke/codevira sachinshelke.github.io Stop re-explaining your project to AI agents every session. One memory layer for Claude Co 12 Claude Code, Codex, Gemini CLI, OpenCode, Windsurf 11 7,837 tok
tygryso/hypotree pypi.org Memory that forgets: a persistent, self-revising belief-state MCP server and Python API fo 12 Claude Code, Codex, GitHub Copilot 2 1,749 tok
vapvarun/wp-astro-mcp Headless WordPress MCP server — adds an Astro frontend to any WordPress site. Multi-site s 12 Claude Code 1 1,483 tok
STiFLeR7/memex memex.stifler.in Open-source MCP server and hook service that keeps Claude Code and Codex engineering conte 12 Gemini CLI 1 1,338 tok
byh3071-cpu/vhk yohanstudio.co VHK — a Korean CLI that organizes AI coding sessions around goals, evidence, memory, and r 12 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode, Windsurf 19 12,188 tok
wellknownmcp/cortex-gateway Federated MCP gateway: one OAuth 2.1-protected, spec-compliant MCP server in front of all 12 Codex, OpenCode 1 1,098 tok
aide-family/moon-web Moon Web is the frontend for the Moon Monitoring Platform. It uses a micro-frontend archit 12 Claude Code, Cursor 5 —
33Audits/cca-audit-agent 12 Claude Code, GitHub Copilot 3 2,036 tok
whitebeardit/.cursor Cursor's config: skills, rules, subagents, commands 12 Codex, OpenCode 1 1,029 tok
naichilab/discord-bridge-server npmjs.com A relay server and skill for remotely controlling Claude Code / Codex CLI via Discord 12 Claude Code, Codex, OpenCode 2 245 tok
ivklgn/ai-kit Every day carry for AI agents 12 Claude Code, Codex, OpenCode 3 265 tok
sonomirco/agents-and-commands A curated list of agents, commands, and prompts for Claude Code and Codex. This compilatio 12 Claude Code, Codex, OpenCode 2 822 tok
soldera-org/algorytm Algorütmi saate jaoks AI Promptid 12 Cursor 7 4,704 tok
ravikant1918/sharepoint-mcp Production-grade MCP Server for Microsoft SharePoint — give your AI agent (Claude, Cursor, 12 Claude Code, Codex 5 —
var-gg/pindoc Where agent work becomes lasting memory. The wiki you never type into. 12 Codex, OpenCode 1 352 tok
vre/flow-state Flow State - a Claude Plugin Marketplace 12 Claude Code, Codex, OpenCode 2 3,645 tok
wzxsph/Novel-Claude 🚀 An industrial-grade AI web novel generation framework based on a microkernel and plugin 12 Claude Code 1 1,580 tok
FhenixProtocol/fhenix-toolkit cofhe-docs.fhenix.zone Claude Code plugin for building confidential smart contracts and dApps with Fhenix CoFHE ( 12 Claude Code 1 1,048 tok
Cap-of-tea/GDD AI-controlled browser farm on your machine. 37 MCP tools for Claude Code & Cursor — run N 12 Claude Code 1 —
vylasaven/claude-sonar Screen reader accessibility plugin for Claude Code 12 Claude Code 1 1,525 tok
jeffh/claude-plugins Productivity plugins 12 Claude Code 3 1,189 tok