How real projects configure their agents

32,540 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
theQuert/cc-reaper Three-layer automated cleanup for orphan Claude Code processes (subagents, MCP servers, pl 19 Claude Code 1 5,799 tok
aixiaoxiang/xx-skills Use AI Agents effectively to turn ideas into launched products — for beginners, with 16 sk 19 Claude Code, Codex, Cursor, OpenCode 3 2,921 tok
AndreAlbuquerque/claude-config Personal Claude Code config — global CLAUDE.md, agents (@pm, @visionary, @discovery, @desi 19 Claude Code 1 1,575 tok
goodfire-ai/evee-mcp MCP server for the EVEE (Evo Variant Effect Explorer) API — variant effect prediction from 19 Claude Code 1 —
sumyapp/playwright-parallel-mcp MCP server for parallel browser automation with Playwright 19 Claude Code 1 628 tok
paulasilvatech/specky getspecky.ai Agentic Spec-Driven Development — 13 agents, 58 MCP tools, 10-phase enforced pipeline. Fro 19 Claude Code, Cursor 27 —
InDate/devharness MCP server that connects AI assistants to Chrome DevTools Protocol for runtime debugging - 19 Claude Code 7 233 tok
Approaching-AI/AIMA aimaservice.ai AI-Inference-Managed-by-AI: Go binary for managing AI inference on edge devices 19 Claude Code, Codex, OpenCode 2 13,966 tok
isaac-levine/forage npmjs.com Self-improving tool discovery for AI agents. Agents find, install, and learn to use new MC 19 Claude Code 1 919 tok
usk6666/yorishiro-proxy AI-native MITM proxy — MCP server for traffic interception, recording & replay 19 Claude Code 19 12,052 tok
julianoczkowski/notebooklm-mcp-2026 MCP server for querying Google NotebookLM notebooks. Works with Claude Code, Claude Deskto 19 Claude Code 4 1,272 tok
kud/mcp-jenkins kud.io 🛠️ Drive Jenkins from Claude — trigger builds, watch pipelines, and manage CI/CD jobs & n 19 Claude Code 1 287 tok
dsebastien/obsidian-cli-rest dsebastien.github.io Control your Obsidian vault programmatically. This plugin turns all Obsidian CLI commands 19 Claude Code, Codex, OpenCode 3 10,297 tok
GeiserX/genieacs-mcp geiserx.github.io MCP Server for GenieACS written in Go 19 Claude Code, Codex, OpenCode 4 2,392 tok
kubiyabot/skill A universal skill runtime for agents that runs anywhere. No servers, no context bloat, jus 19 Claude Code 53 1,633 tok
fstamatelopoulos/cerefox cerefox.org Shared memory for your AI agents: what one agent learns, every other agent can find. Hybri 19 Claude Code 1 13,322 tok
thecombatwombat/replicant-mcp Android MCP server - production-grade, token-optimized, accessibility-first 19 Claude Code, Codex, Cursor, OpenCode 12 527 tok
olehsvyrydov/AI-development-team An AI dev team in your editor — ~48 specialist agents and an enforced, proportional workfl 19 Claude Code 1 1,299 tok
mdlmarkham/TailOpsMCP Secure remote monitoring and AI-assisted operations for your homelab over Tailscale — powe 19 Claude Code, Codex, OpenCode 23 1,174 tok
ehc-io/qmd Query Markdown - MCP server for hybrid search over markdown knowledge bases 19 Claude Code 1 1,413 tok
kdr/overcast overcast.video Video OSINT agent: senses + OSINT reach for any agent. 19 Claude Code, Codex, OpenCode 4 13,813 tok
drisplabs/browser-mcp agent-web-interface.com Token-efficient browser automation MCP for AI agents, with semantic page snapshots and sta 19 Claude Code, Codex, OpenCode 2 5,166 tok
Bigsy/mcpmu mcpmu.bigsy.uk MCP server multiplexer and tool compressor, configure all your MCP's in a single MCP with 19 Claude Code 1 —
jnPiyush/AgentX agentx-silk.vercel.app AgentX - Digital Force for Software Delivery 19 Claude Code, Codex, GitHub Copilot, OpenCode 11 11,896 tok
qhkm/fastripgrep FRG — Fast Rip Grep. Faster than ripgrep on every pattern type using sparse n-gram indexin 19 Claude Code 1 485 tok
asasugar/SuperSpec asasugar.github.io Spec-driven development (SDD) for AI-powered coding assistants 19 Claude Code, Codex, Cursor, OpenCode 20 2,431 tok
sakost/zenmoney-mcp crates.io MCP server wrapping the ZenMoney personal finance API 19 Claude Code 1 383 tok
edg-l/engram-mcp crates.io MCP server in Rust for AI agent persistent memory: branch-aware session handoffs, local ON 19 Claude Code 1 7,648 tok
bigbio/sdrf-skills sdrf.quantms.org Agentic plugins to annotate SDRF using Claude; Codex; Cursor; Gemini 19 Claude Code, Gemini CLI 2 7,181 tok
itsmemeworks/adhx adhx.com Your friends have better taste than the algorithm. A private, self-hosted feed of the best 19 Claude Code, Codex, OpenCode 2 11,652 tok
bmad-labs/skills 19 Claude Code 2 635 tok
tatopenn-cell/Dense-Evolution tatopenn-cell.github.io NISQ Quantum Simulation toolkit- JAX-Native. 19 Claude Code 1 —
zime-ai/zime-gtm-skills zime-ai.github.io Build your own sales-call review tooling: 71 open Agent Skills that audit call transcripts 19 Claude Code, Codex, OpenCode 2 1,702 tok
GenAICPA/SkillsforAudit www,computercpa.com AI-assisted financial audit workflows using Claude Skills 19 Claude Code 1 1,879 tok
wsauret/flywheel flywl.sh The coding agent that keeps working. Terminal, web, phone, and VS Code. 19 Claude Code, Codex, OpenCode 2 8,820 tok
mryll/codexbar OpenAI Codex CLI usage limits for Waybar and the Omarchy shell. Session, weekly, code revi 19 Claude Code 1 857 tok
SiniyaYousuf/everything_claudecode 19 Claude Code, Codex, OpenCode 58 —
TsuyoshiUshio/buka-samples Sample Project for the buka project 19 Claude Code, Codex, GitHub Copilot, OpenCode 6 2,584 tok
Open-Chat-Widget/openchatwidget openchatwidget.com AI chat widget in your web app. Supports MCP as a client. 19 Claude Code, Codex 2 —
chienchuanw/gma2-mcp grandMA2 MCP is a Python tool to remotely control grandMA2 onPC via persistent Telnet, ena 19 Claude Code 1 698 tok
kingpanther13/Hubitat-local-MCP-server An MCP server for Hubitat Elevation that runs natively on your Hubitat 19 Claude Code, Codex, OpenCode 2 36,478 tok
s-hiraoku/synapse-a2a 19 Claude Code, Codex, Gemini CLI, OpenCode 6 1,157 tok
ggombee/code-forge code-forge for configuring combinations of AI agent skills, agents, and more 19 Claude Code, Codex, OpenCode 2 1,993 tok
keshrath/agent-knowledge npmjs.com Cross-session memory and recall for AI agents — git-synced knowledge base, hybrid semantic 19 Claude Code 1 3,056 tok
TheLobbi/Claude-m Claude Microsoft plugins 19 Claude Code, Codex, OpenCode 12 5,969 tok
DennysOliveira/wow-addon-dev WoW addon development skills for Claude Code — Midnight 12.0+ Secret Values, API migration 19 Claude Code 6 58 tok
zircote/lsp-tools LSP-first code intelligence for Claude Code with strong enforcement patterns. Part of the 19 Claude Code, GitHub Copilot 2 574 tok
oyi77/1ai-skills oyi77.github.io 1282 production-ready AI agent skills with self-evolving meta-skills — 783 cybersecurity, 19 Claude Code, Codex, Cursor, OpenCode 3 1,395 tok
zaber-dev/free-ai-gateway npmjs.com Enterprise-grade capability-driven AI routing engine, proxy gateway, MCP server, developer 19 Claude Code, Codex, OpenCode 5 1,137 tok
DoRmAmMu1997/My-Algo-Trading-Code Python algorithmic trading suite: signal generators, backtests, and a multithreaded paper- 19 Claude Code, Codex, OpenCode 2 14,230 tok