How real projects configure their agents

43,636 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 agents7,571Claude Code6,627Data and AI3,684Backend and APIs3,492Languages3,401Planning3,221Git and workflow3,179Code review2,740Testing2,368Memory and context2,365Writing and docs2,309DevOps and cloud2,308Research2,298Frontend2,256Security2,015Productivity1,715

All Claude Code31,984 Codex23,196 OpenCode22,145 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,736 Windsurf133 Kiro79

Project Stars Configures Files Always loaded
alexjbarnes/cockpit Claude Code, freed from your terminal: parallel sessions on any device, scheduled jobs, PR 15 Claude Code 11
tene-ai/tene tene.sh AI-safe secret manager CLI for Claude Code, Cursor, and other AI agents. Local-first, encr 15 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 3,109 tok
matryer/context Team knowledgebase framework for LLM IDEs 15 Claude Code, Codex, OpenCode 7 3,184 tok
Pranav-Karra-3301/tuck tuck.sh manage your dotfiles! 15 Claude Code, Codex, Cursor, OpenCode 11 8,334 tok
igmarin/rails-ai-bridge Zero-config MCP server that gives AI assistants live, read-only knowledge of Rails apps 15 Claude Code, Codex, Gemini CLI, OpenCode 3 3,468 tok
vichhka-git/renef-skills Agent Skill for operating renef.io — Android ARM64 dynamic instrumentation: hook native/Ja 15 Codex, OpenCode 1 561 tok
T4wroot/agentic-seo t4wroot.github.io LLM-first SEO skill for AI coding assistants. Features 16 sub-skills, 10 specialist agents 15 Cursor 1 265 tok
PramodDutta/AdvancePlaywrightFramework1x 15 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 1,662 tok
saketananddotme/ai-dev-toolkit A toolkit that makes developers’ lives easier with AI 15 Claude Code, Codex, OpenCode 2 582 tok
tray-tecnologia/tray-api-ai-plugin tray-api-claude-code.tray.com.br Plugin para agentes de IA(Claude Code, Codex, etc) com integração completa às APIs da Tray 15 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 7,410 tok
AliceLJY/telegram-ai-bridge Heterogeneous AI agents (Claude Code + Codex + Agy + Kimi) collaborating in Telegram group 15 Codex, OpenCode 1 399 tok
AeyeOps/mcp-imagemagick MCP server for image conversion using ImageMagick and darktable 15 Claude Code 1 863 tok
vlad-ds/pdf-agent-mcp PDF Agent MCP Server for document processing and analysis 15 Claude Code 1 1,153 tok
miyamamoto/jvlink-mcp-server JRA racing analysis MCP server for JVLinkToSQLite databases 15 Claude Code 2
airy10/GedcomMCP MCP Server to create or query GEDCOM files 15 Gemini CLI 1 774 tok
szgk/mcp-affinity-designer MCP (Model Context Protocol) server for Affinity Designer integration 15 Claude Code 2 3,859 tok
danielbushman/MCP-Quickbase 15 Claude Code 3 787 tok
James-Chahwan/repo-graph Structural graph memory for AI coding assistants — MCP server for codebase navigation 15 Claude Code 1 3,241 tok
SoMarkAI/skills AI skill for parsing PDF, images, Word & PPT into Markdown/JSON via SoMark API. Works with 15 Claude Code, Codex, OpenCode 2 3,859 tok
helderberto/agent-skills My personal SDLC toolbelt for AI coding agents — PRD to ship. 15 Claude Code, Codex, OpenCode 2 1,531 tok
s-hiraoku/synapse-a2a 15 Claude Code, Codex, Gemini CLI, OpenCode 6 1,157 tok
PabloLION/bmad-plugin Claude Code plugin for BMAD Method — agile AI-driven development with specialized agents a 15 Claude Code, Codex, OpenCode 2 2,903 tok
ehs208/TimeTree-MCP Unofficial TimeTree MCP server for Claude, Codex, Cursor, and other MCP clients — read and 15 Claude Code, Codex, OpenCode 2 1,250 tok
manushi4/Screenhand screenhand.com Give AI eyes and hands on your desktop. Open-source MCP server for desktop automation — sc 15 Claude Code, Codex, OpenCode 12 5,310 tok
roshanarnav25-sloth/google-flow-mcp MCP server that drives Google Flow (Veo / Nano Banana) through its internal tRPC API, with 15 Claude Code 1 631 tok
Peadarpol/ai-delivery-control A governance harness for AI-assisted software delivery. You govern. Agents deliver. 15 Claude Code, Codex 25
pleaseai/claude-code-plugins plugins.pleaseai.dev 15 Claude Code, Codex, OpenCode 13 5,072 tok
mana-am/claude-f-me f.mana.am Control wearable haptics by chatting in Claude Code — MCP plugin, live console, simulator, 15 Codex, OpenCode 1 1,179 tok
mirafold/mirafold mirafold.com A browser UI for Claude Code, Codex, and Gemini CLI — the terminal agent you already use, 15 Claude Code 1 1,918 tok
jurigis/avoid-ai-writing-multilingual Language-specific AI writing pattern detectors for Claude Code, ChatGPT, Cursor and other 15 Claude Code 2 1,573 tok
Tommertom/sonos-ts-mcp Sonos MCP server for Sonos using Typescript 15 GitHub Copilot 3 5,893 tok
pranavms13/web-search-mcp A Model Context Protocol (MCP) server that provides web search functionality using a headl 15 Claude Code 1 788 tok
kissgyorgy/coding-agents Nix packages, skills, extensions for coding-agents (Claude Code, Gemini CLI, Pi Coding Age 15 Codex, OpenCode 1 1,407 tok
devemberx/mcp-server-polarion MCP server for Polarion ALM — read and write documents, work items, test runs, traceabilit 15 Claude Code, Codex, OpenCode 15 3,033 tok
faze79/WPFVisualTreeMcp Let AI agents see, debug and drive running WPF apps - visual tree, bindings, screenshots, 15 Claude Code 1 3,141 tok
AstaBlackClove/posthive posthive.co Agentic social media scheduler to post on multi platforms with built-in MCP 15 Claude Code 1 3,527 tok
ra100/blender-claude-plugin Plugin for blender to be used in coding agents as claude, opencode, kilocode, ... 15 Codex, OpenCode 1 1,060 tok
reactiveui/Primitives A compact, allocation-conscious reactive programming library for .NET built on IObservable 15 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,745 tok
qwize-br/wize-development-kit 15 Codex, OpenCode 1 902 tok
ChistokhinSV/gns3-mcp GNS3 MCP Server - Model Context Protocol server for AI assisted GNS3 network simulation 15 Claude Code 1 6,740 tok
lennyzeltser/mcp-expertise-toolkit Turn domain expertise into AI-accessible MCP servers 15 Codex, OpenCode 1 58 tok
vast-data/vast-admin-mcp pypi.org MCP server for VAST Data cluster administration - monitoring, management, and diagnostics 15 Cursor 1
UserB1ank/code-audit-system A CVE-oriented multi-agent code audit system implemented as a Claude Code skill. It orches 15 Claude Code 1 876 tok
dbcls/togomcp togomcp.rdfportal.org MCP server for life-science knowledge graphs 15 Claude Code 9 4,393 tok
hyqhyq3/dsh-mcp-manager MCP server manager plugin for DeepSeek Harness: Settings → MCP page, OAuth (PKCE + dynamic 15 Codex, OpenCode 1 2,206 tok
PracticalSwan/agent-skills Skills I use for my Agents (Claude Code, Codex, Copilot) 15 Claude Code, Codex, OpenCode 2 11,412 tok
ZeroZ-lab/gm-skills 15 Claude Code, Codex, OpenCode 2 1,128 tok
cajasmota/grafel Multi-repo code knowledge graphs for AI agents. Cross-repo linking, infrastructure topolog 15 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 6 6,537 tok
fprochazka/claude-code-plugins 15 Claude Code 1 4 tok
jjuanrivvera/canvas-cli canvas-cli.jjuanrivvera.com A powerful command-line interface for Canvas LMS, built with Go. 15 Claude Code, Codex, OpenCode 3 2,828 tok