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
jiawei686/wechat-dev-mcp Automatically debug WeChat mini programs and mini games from any AI client: capture screen 19 Codex, Cursor, OpenCode 2 1,404 tok
Wolfe-Jam/grok-faf-mcp faf.one Persistent Project Context for xAI Grok — IANA-registered .faf format · MCP server on a UR 19 Claude Code, Codex, OpenCode 2 1,195 tok
jessedc/apple-voice-memos An agent skill to extract and process transcripts from Apple Voice Memos into useful summa 19 Claude Code 1 572 tok
freelancer/phabricator-mcp freelancer.github.io MCP server for Phabricator 19 Claude Code 1 517 tok
egany/agentic-working-kit Open resources for workflows/skills/rules/tools on AgenticWorking.io – empowering non-code 19 Claude Code, Codex 4 —
l3a0/claude-plugins l3a0's Claude Code plugin marketplace — kindle-highlights: verbatim Kindle highlight extra 19 Claude Code 1 6,393 tok
theQuert/cc-reaper Three-layer automated cleanup for orphan Claude Code processes (subagents, MCP servers, pl 19 Claude Code 1 5,582 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
cristianoliveira/dotfiles My dotfiles for macOS and NixOS. Different systems, same i3 developer experience. :sungla 19 Codex, OpenCode 1 450 tok
paulasilvatech/specky getspecky.ai Agentic Spec-Driven Development — 13 agents, 58 MCP tools, 10-phase enforced pipeline. Fro 19 Claude Code, Cursor 27 —
Hellek1/ib-mcp Model Context Protocol (MCP) server exposing Interactive Brokers data via ib_async + FastM 19 GitHub Copilot 1 1,423 tok
InDate/devharness MCP server that connects AI assistants to Chrome DevTools Protocol for runtime debugging - 19 Claude Code 7 233 tok
moshthepitt/lionclaw lionclaw.co.ke Lionclaw is a local control plane for AI coding agents. It runs AI agents as durable, audi 19 Codex, OpenCode 1 747 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
demwick/polymarket-agent-mcp npmjs.com The most comprehensive MCP server for Polymarket — 48 tools spanning direct trading, marke 19 Claude Code 1 974 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
krshforever/bwb-browser npmjs.com Browser Without Bloat — 30KB MCP browser automation server. Raw CDP, zero bloat, works on 19 Codex, OpenCode 1 3,342 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
clipkit-video/clipkit ClipKit — the open video runtime and protocol. 19 Codex, OpenCode 1 13,093 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
quinnjr/threads-mcp quinnjr.github.io Production-ready Model Context Protocol server for Threads.com API. Features rate limiting 19 Cursor 2 142 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 —