How real projects configure their agents

23,819 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 agents8,549Claude Code6,896Git and workflow3,630Data and AI3,579Backend and APIs3,559Languages3,491Planning3,321Code review2,909Testing2,691DevOps and cloud2,492Writing and docs2,490Memory and context2,374Research2,321Frontend2,311Security2,183Project management1,977

All Claude Code32,540 Codex24,898 OpenCode23,819 GitHub Copilot3,723 Gemini CLI2,039 Cursor1,772 Windsurf202 Kiro116

Project Stars Configures Files Always loaded
cyrus123456/orca onorca.dev Orca is the ADE for working with a fleet of parallel agents. Run any coding agent with you 0 Claude Code, Codex, OpenCode 2 3,894 tok
StreakYC/googleworkspacecli developers.google.com Google Workspace CLI 0 Claude Code, Codex, OpenCode 3 2,720 tok
dboeckli/ai-agent-skills 0 Claude Code, Codex, OpenCode 9 2,421 tok
lukastk/boxyard CLI for managing project folders and repositores across your local computer and remote ser 0 Claude Code, Codex, OpenCode 2 1,705 tok
Incept5/eve-skillpacks 0 Claude Code, Codex, OpenCode 2 508 tok
Tomlord1122/tomtom-skill 0 Codex, OpenCode 1 1,754 tok
flin-agency/flin-linkedin-ads-mcp 0 Codex, OpenCode 1 304 tok
ramide1/arca-mcp MCP server for ARCA (Agencia de Recaudacion y Control Aduanero) 0 Codex, OpenCode 1 510 tok
proxynico/nico-apple-mcp Let your AI assistant run Apple Calendar, Notes, and Contacts on your Mac, without editing 0 Claude Code, Codex, OpenCode 2 603 tok
Ashutosh6393/Portfolio-MCP A remote MCP server for publishing to ashutoshverma.dev from any Claude client — including 0 Claude Code, Codex, OpenCode 17 2,092 tok
valda/grok-mcp-server grok-mcp-server.vercel.app 0 Claude Code, Codex, OpenCode 3 1,411 tok
rvdbijl/dos-mcp DOS MCP Server 0 Codex, OpenCode 1 730 tok
deanxizian/balatro-codex-mcp 0 Codex, OpenCode 1 222 tok
jinnnyang/llm-wiki-ops Graph-level operations for Karpathy LLM Wiki — node/edge CRUD, metrics, MCP server, CLI 0 Claude Code, Codex, OpenCode 8 1,428 tok
KauaLealz/vault-mcp-server 0 Codex, OpenCode 1 139 tok
DeployFaith/Hermes_WorldKit_MCP Secure first-party MCP control plane and optional Godot editor bridge for Hermes WorldKit 0 Codex, OpenCode 1 420 tok
woniuzfb/voice-edge [A]LL [I]n One Script ✨ Reverse-engineered Python API for Google AI Studio / Gemini maco 0 Codex, OpenCode 1 2,869 tok
clemente-turrubiates/telegram-agent-mcp MCP server (Rust) exposing a Telegram bot for LLM agents to converse and orchestrate tasks 0 Codex, OpenCode 1 719 tok
danielk-am/wp-block-catalog-mcp Version-aware WordPress block catalogue MCP with runtime-verified public evidence 0 Codex, OpenCode 1 150 tok
efirvida/wakatime-mcp 0 Codex, OpenCode 1 333 tok
doublebearoliver-cyber/mihomo-ai-failover Automatic failover for ChatGPT, Codex, WorkBuddy, Kimi, MiniMax and Mavis on macOS with Cl 0 Codex, OpenCode 1 1,121 tok
Gus2708/sftp-manager MCP server that lets any AI agent safely manage game servers over SFTP — sandboxed paths, 0 Claude Code, Codex, OpenCode 2 3,079 tok
ElvisGoodluck/treads-mcp 0 Codex, OpenCode 1 3,399 tok
redgreat/git_mcp_server Git service for agents to inspect code logic 0 Codex, OpenCode 1 1,253 tok
clubvillarrealfc-oss/windows-computer-use-mcp Windows Computer Use MCP server - versión propia con correcciones de click UIA 0 Claude Code, Codex, Cursor, OpenCode 3 1,393 tok
jcappele/godot-docs-mcp fork of James Doyle's godot-docs-mcp with windows in mind 0 Codex, OpenCode 1 1,813 tok
Kavara-AI/kirk-mcp kirk-mcp.kavara.ai Kirk MCP — sealed ML model for cross-section entropy scoring on non-stationary time series 0 Claude Code, Codex, Cursor, OpenCode 39 93 tok
maki198906/-text-processor-mcp An MCP-ready text analysis server with a Gradio UI, allowing AI agents and users to summar 0 Codex, OpenCode 1 518 tok
pingrep/mcp-server keynodex.com Official PingRep MCP server for AI Representatives. Always on. Not the Pinboard CLI. 0 Codex, OpenCode 1 351 tok
dunkeln/bright_mcp bright-mcp.vercel.app Agent-oriented Bright Data capabilities over MCP, built with Bun and the OpenAI Apps SDK 0 Claude Code, Codex, OpenCode 2 10 tok
michaelalber/grounded-code-mcp Ground your AI coding agent in the books, standards, and docs you actually trust. A local 0 Claude Code, Codex, OpenCode 2 6,114 tok
Skeptomenos/google-workspace-mcp-advanced Google Workspace MCP server — 50+ async tools 0 Codex, OpenCode 1 509 tok
1WorldCapture/codex-as-mcp Convert codex CLI tool to an MCP — unleash the power of GPT-5 0 Codex, OpenCode 1 656 tok
obrien-matthew/mcp-pihole MCP server for Pi-hole v6 0 Claude Code, Codex, OpenCode 2 302 tok
Jogesh6895/mcp-rss-feed-searcher An extensible Model Context Protocol (MCP) server for searching across multiple RSS feed s 0 Codex, OpenCode 1 1,815 tok
mountain-pass/addressr-mcp MCP server for Australian address search and validation via Addressr 0 Claude Code, Codex, OpenCode 3 1,016 tok
KeyserDSoze/GhostWriterFramework 0 Claude Code, Codex, OpenCode 2 960 tok
zhangwanli09/internal-swagger-mcp Let AI agents query your internal Swagger platform's API docs via MCP 0 Claude Code, Codex, OpenCode 2 132 tok
ryanfangk/claude-ai-mcp-demo claude-ai-mcp-demo.vercel.app 0 Claude Code, Codex, OpenCode 4 674 tok
vengat-0100/mcp_connector This project is to have a connector for claude to connect your CMS applications (which exp 0 Codex, OpenCode 1 360 tok
klauseduard/vibe-coded-jira-mcp 0 Claude Code, Codex, OpenCode 2 1,529 tok
galatanovidiu/mcp-adapter-implementation-example-bk 0 Codex, OpenCode 1 2,271 tok
tjackiet/bitbank-genesis-mcp-server-http-archive bitbank-genesis-mcp-server-http-archive 0 Claude Code, Codex, Cursor, OpenCode 7 2,164 tok
danimoya/sprinter Gated work-backlog tracker with priority scoring, a filter/sort UI, and a built-in MCP ser 0 Codex, OpenCode 1 426 tok
negrueu/linkedin-company-admin-mcp MCP server for LinkedIn Company Page administration (Python, Patchright, browser-first) 0 Claude Code, Codex, OpenCode 2 548 tok
grahamton/merchGent MCP server that gives AI agents eyes on any e-commerce storefront -- scrape, audit, and ro 0 Claude Code, OpenCode 12 3,097 tok
StarGazer1995/mcp-stargazing An MCP server that provides real-time astronomical data, smart stargazing planning, and li 0 Claude Code, Codex, OpenCode 2 6,278 tok
fangshanzizhi/workbuddy-kimi-bridge WorkBuddy MCP bridge for kimi-code CLI (gRPC + HTTP + MCP 3-layer) 0 Codex, OpenCode 1 4,593 tok
krantiutils/proton-bridge-mcp 0 Codex, OpenCode 1 144 tok
jsynowiec/mcp-server-airly An MCP server that integrates the Airly API, enabling natural language interaction with ai 0 Claude Code, Codex, OpenCode 2 318 tok