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
HA7CH/cv-pro cv.ha7ch.com cv — turn a PDF resume into a living personal site. Multi-tenant resume hosting with a Cla 14 Claude Code, Codex, OpenCode 2 79 tok
jonathanbossenger/wordpress-plugin-copilot-instructions WordPress Plugin GitHub Copilot Instructions 14 GitHub Copilot 1 2,356 tok
schuettc/claude-code-plugins Claude Code plugins for feature lifecycle management 14 Claude Code 1 237 tok
lucemia/trading-agents-plugin Multi-agent trading analysis as a Claude Code slash command — no external LLM API cost 14 Claude Code 1 —
Lee-W/maigo lee-w.github.io Maigo is a multi-agent general-purpose development workflow featuring the five members of 14 Claude Code, Codex, OpenCode 2 2,588 tok
mrgoonie/searchapi-mcp-server TypeScript Model Context Protocol (MCP) server boilerplate providing search API tools/reso 14 Claude Code 1 398 tok
Dokkabei97/all-agents-mcp MCP server that orchestrates Claude Code, Codex, Gemini CLI, and Copilot CLI through a uni 14 Claude Code, Codex, OpenCode 2 1,727 tok
gong1414/anki-card-skill AI-powered Anki flashcard generator — works as a skill/plugin for Claude Code, Cursor, Cop 14 Gemini CLI 1 10 tok
KHAEntertainment/the-hive hivecli.com Claude can now control Gemini CLI and Openrouter agents as part of it's swarm, thanks to T 14 Claude Code 1 1,997 tok
dynamike/snowflake-mcp-server MCP Server for connecting to Snowflake with read-only questions 14 Claude Code 1 293 tok
bolnet/attestor attestor.dev Auditable memory for agent teams. Self-hosted, deterministic retrieval, no LLM in the crit 14 Claude Code 1 2,895 tok
msnidal/yellhorn-mcp Yellhorn offers MCP tools to publish detailed workplans as GitHub issues with entire-codeb 14 Claude Code 1 894 tok
jillesca/gNMIBuddy Over-engineered & opinionated gNMI collector with MCP 14 Claude Code, Codex, OpenCode 4 299 tok
zbowling/mcpcodeserver A Model Context Protocol (MCP) proxy server that translates tool calls into TypeScript cod 14 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 6,814 tok
nikships/ultimate-image-gen-mcp pypi.org Ultimate Gemini 3.1 Flash Image MCP server with 4K generation, Google Search grounding, re 14 Claude Code 1 4,131 tok
aserper/RTFD Spoonfeed your AI coding assistant with up to date documentation efficiently and without u 14 Codex, OpenCode 1 773 tok
Cam10001110101/mcp-server-outlook-email 14 Claude Code 1 3,995 tok
DanWahlin/marvel-mcp 14 GitHub Copilot 1 838 tok
yejianye/ob-smart-connections-mcp MCP Server for Obsidian Smart Connections plugin 14 Claude Code 1 545 tok
lihei12345/RunCue RunCue is a WDA-powered iOS UI navigation MCP tool that lets coding agents drive, inspect, 14 Claude Code, Codex, OpenCode 2 1,005 tok
yuki-yano/macos-notify-mcp 14 Claude Code 1 1,118 tok
ericbuess/limitless-ai-mcp-server MCP server for integrating Limitless AI Pendant recordings with AI assistants 14 Claude Code 1 3,391 tok
HomenShum/NodeBenchAI nodebenchai.com Entity intelligence for any company, market, or question — not a chatbot that answers once 14 Claude Code, Codex, OpenCode 27 35,230 tok
brucepro/buildautomata_memory_mcp Memory MCP and CLI 14 Claude Code 1 3,758 tok
spiritledsoftware/caplets caplets.dev Give your agent capabilities, not giant tool walls. 14 Codex, OpenCode 1 1,490 tok
aborroy/aiup-alfresco A Claude Code plugin that packages Alfresco extension development as slash commands, skill 14 Claude Code, Codex, OpenCode 2 21,414 tok
xhongc/spark-novel AI fiction, short stories, Agent writing, and writing an engaging short story during your 14 Claude Code, Codex, OpenCode 2 1,759 tok
KingingWang/crates-docs A high-performance Rust crate documentation query MCP server supporting multiple transport 14 Claude Code, Codex, OpenCode 2 3,111 tok
PabloLION/bmad-plugin Claude Code plugin for BMAD Method — agile AI-driven development with specialized agents a 14 Claude Code, Codex, OpenCode 2 2,903 tok
Smithbox-ai/ControlFlow Multi-agent orchestration for VS Code Copilot, Claude Code, OpenAI Codex and Cursor 14 Claude Code, GitHub Copilot 3 2,885 tok
rushikeshmore/shopify-partner-agent MCP server for Shopify Partner API analytics - 25 tools for MRR, churn, retention, merchan 14 Claude Code 1 738 tok
voodootikigod/skills-check skillscheck.ai The missing quality toolkit for Agent Skills 14 Claude Code, Codex, OpenCode 2 7,374 tok
clomia/claude-automata claude-automata.clomia.com An autonomous agent environment for Claude Code. 24/7 full self-driving: delegate everythi 14 Claude Code 2 —
sidkandan/universal-remote-control Control Codex and Gemini from the Claude app on your phone. Cross-CLI agent communication 14 Claude Code, Codex, Gemini CLI, OpenCode 11 10,444 tok
Adr1an04/erga-mcp Organize and track job applications and tailor LaTeX resumes from the CLI or an MCP client 14 Codex, OpenCode 1 747 tok
n-r-w/yandex-mcp MCP (Model Context Protocol) server for Yandex Tracker & Wiki 14 Codex, OpenCode 1 555 tok
dcc-mcp/dcc-mcp-photoshop pypi.org Adobe Photoshop MCP adapter for AI agents to edit documents, layers, text and images throu 14 Codex, OpenCode 1 1,950 tok
OthmanAdi/MDDesign whimsy-finch-ty3m.here.now Orchestrator plugin: composes planning-with-files, DESIGN.md, memory routing, agent teams, 14 Claude Code, Codex, Gemini CLI, OpenCode 18 645 tok
Shreyas-Dayal/ai-cli-bridge Use your Claude Max / ChatGPT Pro subscription as an API. Self-hosted Express + Bun HTTP b 14 Claude Code 1 1,282 tok
chainofdive/ravenclaw Work context management for AI coding agents — web UI, MCP, CLI 14 Claude Code 3 —
Bpolat0/atlasmemory npmjs.com Proof-backed, drift-resistant AI memory for your codebase. 11 languages, 28 MCP tools, evi 14 Claude Code, GitHub Copilot 2 4,425 tok
QuickerHub/quicker-rpc QuickerAgent: AI desktop assistant for Quicker. Monorepo with QuickerRpc plugin + qkrpc CL 14 Claude Code, Codex, Cursor, OpenCode 23 5,606 tok
HyperAITeam/CLITrigger npmjs.com Dockable terminals for Claude Code, Codex & Antigravity by day, an unattended task queue b 14 Claude Code 12 1,216 tok
emdashcodes/claude-code-plugins emdash.codes Claude Code plugins featuring specialized agents, commands, and development skills. 14 Claude Code 1 1,222 tok
jukanntenn/glm-plan-usage GLM plan usage plugin for Claude Code 14 Claude Code 3 857 tok
Piebald-AI/splitrail-cloud splitrail.dev The cloud for Splitrail - analyzer for agentic AI coding tool usage. Sync your usage data 14 Claude Code 1 2,336 tok
nrwl/polygraph-skills skills, subagents and the claude plugin for polygraph 14 Claude Code, Codex, OpenCode 2 159 tok
serpentine-parser/serpentine serpentine.app See every reference between every named entity in your codebase — functions, classes, modu 14 Claude Code 6 1,014 tok
suiflex/ForgeGuard Token-efficient engineering discipline for AI coding agents. 14 Claude Code, Codex, OpenCode 2 496 tok
ArtemisAI/Harness_Engineering A template project for harness engineering and grounding long running agentic AI coding sw 14 Claude Code, Codex, GitHub Copilot, OpenCode 8 6,305 tok