How real projects configure their agents

24,785 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 agents8,489Claude Code6,881Git and workflow3,605Data and AI3,580Backend and APIs3,556Languages3,486Planning3,323Code review2,893Testing2,681Writing and docs2,477DevOps and cloud2,477Memory and context2,375Research2,318Frontend2,308Security2,170Project management1,960

All Claude Code32,505 Codex24,785 OpenCode23,702 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,771 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
dipseth/google_workspace_fastmcp2 FastMCP2 server for Google Drive uploads with Qdrant-powered semantic search 31 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 5 6,045 tok
chenweil/skillcaddy skillcaddy.51ai.vip Local AI Skills central library with per-project symlink enablement. One AISkills folder 31 Codex, OpenCode 1 920 tok
luanmorenommaciel/brief-spec Type-aware, evidence-backed delivery contract for AI coding harnesses. Different agents in 31 Codex, OpenCode 1 41 tok
recomposesh/recompose recompose.sh Every model, in every harness, one gateway to run. 31 Claude Code, Codex 67 2,702 tok
Yashwanth-pilli/ILLIP Your AI company, in your device. Local-first AI platform: chat, agent crew, memory, and a 31 Claude Code, Codex, OpenCode 2 1,669 tok
cosmincraciun97/stonewright-wp-mcp Guarded, recoverable WordPress MCP automation for Elementor, Gutenberg, WooCommerce, conte 31 Claude Code, Codex, Gemini CLI, OpenCode 3 6,554 tok
bluebluegrass/KnowYourCompany 31 Claude Code, Codex, OpenCode 3 155 tok
yazelin/ipas-ai-quiz yazelin.github.io iPAS AI Application Planner online mock exam practice (611 past exam questions, frontend-o 31 Claude Code, Codex, OpenCode 4 4,281 tok
JoshMock/the-agency a coding agent harness 31 Codex, OpenCode 1 368 tok
Dicklesworthstone/frankengraphdb A blank-slate, memory-safe, ultra-high-performance property-graph database in Rust — unifi 31 Codex, OpenCode 1 8,980 tok
TeXmeijin/claude-code-mascot-statusline 🐾 A tiny pixel pet that lives in your Claude Code status line — it thinks when you think, 31 Claude Code, Codex, OpenCode 2 6,116 tok
neoswarm/neosh neoswarm.dev A TUI agent orchestrator for power users. 31 Claude Code, Codex, OpenCode 2 41,811 tok
ToolJet/tooljet-mcp tooljet.com Build ToolJet apps end-to-end via governed MCP tools and an app-builder skill. 31 Claude Code, Codex, OpenCode 2 1,309 tok
just1step/solidworks-mcp A Model Context Protocol (MCP) server for SolidWorks, enabling AI assistants to interact w 31 Claude Code, Codex 1 —
bradautomates/focus-group Clone your customers from real sales-call transcripts and run them as a standing focus gro 31 Claude Code, Codex, OpenCode 2 935 tok
Lotus0614/ComfyUI-APP-MCP a comfyui plugin to transform APP Mode workflow to MCP 31 Codex, OpenCode 1 635 tok
cpatrickalves/plane-cli A command-line interface for https://plane.so, an open-source project management tool. The 31 Codex, OpenCode 1 312 tok
MnemeHQ/mneme mnemehq.com Architectural drift prevention for the agentic AI SDLC. 31 Claude Code, Codex, OpenCode 6 1,308 tok
Qswhisper/PVF-Ai-Agent-Workbench tieba.baidu.com Portable AI Agent Workbench for safer DNF/DFO Script.pvf inspection and editing. Self-cont 31 Codex, OpenCode 2 3,979 tok
GGbond-bo/MemOmics-Agent Autonomous research Agent for bioinformatics: 300+ bioinformatics skills, persistent R/Pyt 31 Codex, OpenCode 1 810 tok
harness/harness-ai 31 Claude Code, Codex, OpenCode 2 2,692 tok
abubakarsiddik31/skill-manager abubakarsiddik31.github.io Your Claude, Codex, Cursor, and OpenCode skills pile up across 4+ config folders with no w 31 Claude Code, Codex, OpenCode 2 1,316 tok
7tg/django-admin-mcp 7tg.github.io Expose Django admin models to MCP (Model Context Protocol) clients. Add a mixin to your Mo 31 Codex, GitHub Copilot, OpenCode 2 2,614 tok
jstuart0/agentpulse jstuart0.github.io Self-hosted command center for AI coding agents (Claude Code, Codex CLI, GitHub Copilot CL 31 Claude Code, Codex, OpenCode 1 3,097 tok
shen-shanshan/vllm-dev-skills zhuanlan.zhihu.com A curated collection of Claude Code agent skills that accelerate the entire vLLM developme 31 Claude Code, Codex, OpenCode 2 798 tok
roostercoopllc/flipper-mcp AI-powered MCP server for Flipper Zero. Control SubGHz, NFC, RFID, IR, BLE, GPIO, and more 31 Codex, OpenCode 1 4,729 tok
chrono-meta/forge-harness chrono-meta.github.io FH is a meta-harness for Claude Code: it helps you build harnesses and skills — the rules, 31 Claude Code, Codex, OpenCode 2 12,914 tok
ehs208/TimeTree-MCP Talk to your TimeTree calendar from Claude, Codex, Cursor, and other MCP clients. Unoffici 31 Claude Code, Codex, OpenCode 2 2,984 tok
nikandr-surkov/ai-saas-starter ai-saas-starter-six.vercel.app AI SaaS boilerplate for Next.js 16 — Better Auth, Stripe subscriptions, credits system, AI 31 Claude Code, Codex, GitHub Copilot, OpenCode 6 1,999 tok
artk0de/TeaRAGs-MCP artk0de.github.io The Codebase Intelligence layer for AI coding agents. Semantic indexing, graph navigation, 31 Claude Code, Codex, OpenCode 12 229 tok
BuildGreatProducts/product-os-public The open-source version of ProductOS, your operating system for building, launching and gr 31 Codex, OpenCode 1 2,739 tok
minpeter/kiro-lb Kiro proxy gateway 31 Codex, OpenCode 1 4,525 tok
ivalsaraj/NoNoise-Mac Real-time, 100% on-device AI noise cancellation for macOS Silicon. Menu-bar app + CLI. (Fr 31 Codex, OpenCode 1 12,228 tok
khasky/awesome-agent-skills Skills for AI coding agents: code review, debugging, security audits, refactoring, cleani 31 Claude Code, Codex, OpenCode 2 1,880 tok
jmrplens/libgen-mcp docs.jmrp.io MCP server in Go to search, download and read books, papers, comics and more from Library 31 Claude Code, Codex 7 27,860 tok
roian6/apple-health-ai-bridge healthbridge.chanhyo.dev Bring Apple Health to the AI agents you already use. Open-source iPhone app on the App Sto 31 Codex, OpenCode 1 486 tok
jantimon/web-performance-debugger npmjs.com Drive Chrome or Firefox (Puppeteer), or profile Node in-process, to attribute layout, styl 31 Claude Code, Codex, OpenCode 2 12,343 tok
Softleif/seqair seqair.softleif.se BAM/SAM/CRAM/FASTA reader, pileup engine, BCF/BAM writing 31 Claude Code, Codex 5 6,249 tok
CarlosDanielDev/maestro carlosdanieldev.github.io Maestro spawns and monitors multiple AI agent sessions working on the same project simulta 31 Claude Code, Codex, Gemini CLI, OpenCode 33 2,479 tok
kpassapk/devops.el Agentic Devops on Emacs Org Mode 31 Codex, OpenCode 1 921 tok
MicrosoftLearning/trainer-demo-deploy MOC Demo deployment scenarios using AZD. 31 Claude Code, Codex, GitHub Copilot 30 12,300 tok
melodic-software/claude-code-plugins Claude Code plugin marketplace: repo-agnostic skills, hooks, agents, and MCP servers. 30 Claude Code, Codex, OpenCode 5 3,102 tok
aixwangtw/code-to-video-remotion 30 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 16 5,144 tok
rsdouglas/janee janee.io Secrets management for AI agents via MCP • @janeesecure 30 Claude Code, Codex, OpenCode 2 506 tok
iwen-conf/apifox-mcp Apifox MCP server - lets AI assistants such as Claude manage your Apifox projects through 30 Codex, OpenCode 1 772 tok
kpavlov/tachyon deepwiki.com 💫 Tachyon MCP Runtime for Java and Kotlin - Model Context Protocol (MCP) server with Stre 30 Claude Code, Codex, Gemini CLI, OpenCode 5 980 tok
anzax/dockashell DockaShell is an MCP server that gives AI agents isolated Docker containers to work in. MC 30 Claude Code, Codex, OpenCode 2 867 tok
charlie-labs/daemons Charlie Labs catalog of suggested daemon files and agent skills. 30 Codex, OpenCode 1 1,224 tok
rlajous/claude-code-commands agents.navarrolajous.com Production-ready Git workflow skills, agents, hooks, reviews, releases, and notifications 30 Claude Code, Codex, OpenCode 2 2,910 tok
krivoox/agent-stack-template Agent-first multi-tenant Next.js template (rules, sub-agents, skills, Better Auth, Prisma) 30 Claude Code, Codex, OpenCode 2 2,203 tok