How real projects configure their agents

31,984 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
jacksenechal/scan-mcp MCP server for scanning (image capture/multipage assembly) 6 Claude Code, Codex, OpenCode 3 327 tok
iannuttall/skills Agent skills for Codex, Claude Code and other coding agents. 6 Claude Code, Codex, OpenCode 2 1,022 tok
cerebrixos-org/tuning-engines-cli CLI & MCP server for Tuning Engines — fine-tune LLMs on code repositories 6 Claude Code 1 584 tok
disk0Dancer/climate disk0dancer.github.io mcp or rest? cli! 6 Claude Code, Codex, OpenCode 2 886 tok
CheckPickerUpper/skills Agent skills for correctness-first engineering. 6 Claude Code 1 172 tok
nklisch/skilltap skilltap.dev An easy way for agents to help people manage Claude Code and Codex plugins. 6 Claude Code, Codex, OpenCode 2 1,310 tok
cedricziel/aha-mcp A Model Context Protocol (MCP) server that provides seamless integration with Aha.io's pro 6 Claude Code 1 11,014 tok
dgenio/ChainWeaver Deterministic MCP tool flows for AI agents. Remove unnecessary LLM calls between predictab 6 Claude Code, Codex, GitHub Copilot, OpenCode 7 6,086 tok
urav06/dialectic A Rebuttal Engine for Computational Argumentation in Claude Code CLI 6 Claude Code 1
zircote/cpp-lsp Claude Code plugin for C/C++ development with clangd LSP, clang-tidy, and clang-format 6 Claude Code 1 204 tok
aweussom/claude-code-quota Claude Code OAuth quota in your status line — Windows (PowerShell) and Linux (or WSL2) 6 Claude Code 1 2,557 tok
VoxTechnologies/anty-framework 4n7y.com AI Workforce plugin for Claude Code — proactive sales & marketing strategy for startup fou 6 Claude Code 1 2,397 tok
yojahny55/claude-wp-builder Claude Code plugin for building custom WordPress sites, demo-first workflow with ACF/SCF f 6 Claude Code 1 6,551 tok
dzivkovi/video-intel Gemini watches your YouTube channels: mind maps, transcripts that include what was on scre 6 Claude Code, Codex, OpenCode 2 278 tok
Stronger197/douchebag Turns your coding agent into a loud vulgar gym-bro chad. 6 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 4,122 tok
onflow/flow-ai-tools flow.com Flow AI Tools. Free Claude Code plugin for Flow with 11 specialist skills. Build and ship 6 Claude Code, Codex, OpenCode 2 1,600 tok
NexaDuo/mARC marc.nexaduo.com mARC · Multi-Agent Relay Control — an installable AI engineering team for Claude Code. A t 6 Claude Code, Codex, OpenCode 2 2,461 tok
KevinZai/commander commanderplugin.com CC Commander — Master Claude Code instantly. The Fable Method: 12 enforceable gates so any 6 Claude Code, Codex, Cursor, OpenCode 5 9,071 tok
bullish0x/goal-cc Give Claude Code a durable objective and it won't stop until the work is done — budgets, d 6 Claude Code 3 230 tok
josstei/argus-claude Argus - Multi-agent code quality & architecture review plugin for Claude Code. Runs parall 6 Claude Code 2 1,406 tok
isaacriehm/cairn Persistent ground truth for Claude Code. Stop AI agents from drifting on your codebase. 6 Claude Code, Codex, OpenCode 2 2,192 tok
bendrucker/claude-code-agents-md agents.md Claude Code plugin for AGENTS.md 6 Claude Code 2 241 tok
pleasedodisturb/chronoclaude Time awareness for Claude Code — visible per-message timestamps, hidden timing context, MC 6 Claude Code 1 2,596 tok
rjroy/vibe-garden rjroy.github.io Claude Code plugins: Compass Rose (GitHub Projects), Lore Development (project context), N 6 Claude Code, GitHub Copilot 3 1,181 tok
jontsai/claude-plugins Curated Claude Code plugins for research, productivity, and development workflows 6 Claude Code, Codex, OpenCode 2 715 tok
LewenW/claude-memory-bridge Cross-project memory sharing for Claude Code. One command install: claude mcp add memory-b 6 Claude Code 1 295 tok
mzored/init-deep AI documentation generator for Claude Code, Cursor, Copilot, Gemini CLI, Codex, Windsurf, 6 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 3,843 tok
WinterDDo/claude-code-skill-autopilot Command Autopilot — use 100% of Claude Code while memorizing zero commands. Silent automat 6 Claude Code 1
greglas75/zuvo zuvo.dev Auto-activating, multi-agent skill ecosystem for Claude Code, Codex, and Cursor. 51 skills 6 Claude Code, Codex, Gemini CLI, OpenCode 3 5,672 tok
Bitmia-ai/RedEye Your codebase keeps moving while you sleep. Autonomous Claude Code plugin that runs your t 6 Claude Code 1 1,487 tok
alex-feel/claude-code-artifacts-public alexfeel.info Reusable Claude Code artifacts — skills, hooks, rules, environment configs, agents, and sl 6 Claude Code 1 835 tok
elastic/jingra Competitive Benchmarking Framework 6 Claude Code, Codex, OpenCode 2 390 tok
adobecom/da-express-milo adobe.com Official repo for adobe.com/express 6 Claude Code 11 383 tok
yyordanov-tradu/stock-scanner-mcp MCP server providing stock and crypto market data tools for Claude Code 6 Claude Code 3 2,102 tok
samsebeingener/visbug-mcp-ru samsebeingener.ru VisBug → Cursor bridge: visual edits on localhost → clipboard → paste into chat → agent pa 6 Claude Code, Cursor 3
sandraschi/godot-mcp Godot 4 automation via FastMCP — scene/mesh/PBR/particles, STL import, HTML5 export. For C 6 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 6 1,397 tok
vassiliylakhonin/agenda-intelligence-md pypi.org Deterministic evidence-packet linter for claim-backed AI output. Reports packet completene 6 Claude Code, Codex, OpenCode 2 3,642 tok
RonaldBunk/minestom-mcp ronaldbunk.me A stdio MCP server for Minestom, implemented with the Model Context Protocol SDK and TanSt 6 Claude Code, Codex, OpenCode 2 379 tok
yugui923/db-connect-mcp Multi-database MCP server for PostgreSQL, MySQL, and ClickHouse 6 Claude Code 1 3,253 tok
GeckoVision/gecko-surf docs.geckovision.tech The knowledge graph for APIs your agent can trust. Maps any API — even messy, paywalled, o 6 Claude Code, Codex, OpenCode 2 538 tok
brainOS-HQ/brain-os brainos-hq.com Local-first MCP memory server for operational project state: decisions, blockers, plans, p 6 Claude Code, Codex, GitHub Copilot, OpenCode 3 4,217 tok
peter-gy/anywidget-mcp peter-gy.github.io 🧩 Turn Python AnyWidgets into interactive, composable MCP Apps 6 Claude Code, Codex, OpenCode 2 2,995 tok
sam-david/unreal-mcp The most comprehensive MCP server for Unreal Engine — 127 tools across 16 subsystems, 4 tr 6 Claude Code 1 1,131 tok
paolovella/vellaveto Agentic security control plane for MCP and AI agent tool calls. MCP-native policy gateway 6 Claude Code 1 9,153 tok
Vincentwei1021/agent-toolbox 6 Claude Code 1 1,180 tok
itsocialist/mcp-config-manager 🎛️ The visual command center for AI tool configuration. Stop wrestling with JSON - start 6 Claude Code 2 7,074 tok
VitalyOstanin/youtrack-mcp MCP server for YouTrack: issues, attachments, work items, time reports, knowledge base 6 Claude Code, Codex, OpenCode 2 4,661 tok
netixc/stremio-mcp pypi.org Python MCP server for TMDB search, Stremio library management, and Android TV playback/con 6 Claude Code, Codex, OpenCode 2 1,409 tok
krimto-labs/krimto krimto.com Open-source team memory layer for AI coding agents — markdown files in git, user→team→org 6 Claude Code, Codex, Gemini CLI, OpenCode 3 915 tok
alexsvdk/gigaplexity-mcp MCP server that turns GigaChat into a web-connected search assistant with ask, research, a 6 Claude Code 1 522 tok