How real projects configure their agents

32,517 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 agents8,505Claude Code6,886Git and workflow3,611Data and AI3,580Backend and APIs3,556Languages3,487Planning3,327Code review2,899Testing2,686Writing and docs2,480DevOps and cloud2,479Memory and context2,375Research2,323Frontend2,308Security2,172Project management1,965

All Claude Code32,517 Codex24,815 OpenCode23,733 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,770 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
2234839/mcpserver linux.do Give Claude Code + GLM the ability to see 62 Claude Code 1 2,968 tok
cooragent/ClarityFinance Clarity is a financial analysis agent framework built on native Claude-skill architecture. 62 Claude Code 10 —
RipeMangoBox/BITE Semi-automated research assistant and local knowledge base for paper analysis, ideation, c 62 Claude Code, Codex, OpenCode 18 675 tok
bepitulaz/obsidian-multivault-mcp Multi-vault and multiuser Obsidian MCP 62 Claude Code, Codex, OpenCode 2 1,412 tok
FavioVazquez/learnship faviovazquez.github.io Learn as you build. Build with intent. Ship real products. Agentic engineering done right. 62 Claude Code, Codex, OpenCode, Windsurf 41 4,697 tok
kerim/zotero-code-execution Efficient multi-strategy Zotero search using code execution pattern 62 Claude Code 1 286 tok
dgalarza/claude-code-workflows Personal collection of Claude Code workflows 62 Claude Code, Codex, OpenCode 2 1,721 tok
microsoft/a11y-llm-eval microsoft.github.io An eval tool to benchmark how well LLMs generate accessible HTML 62 Claude Code, GitHub Copilot 2 533 tok
rexlunae/RustyClaw A super-lightweight super-capable agentic tool with improved security versus OpenClaw. 62 Claude Code, Codex 1 —
StudyDrift/lextures lextures.com The learning environment that adapts. 62 Claude Code, Codex, OpenCode 13 2,194 tok
ReyemTech/mcp-canada reyemtech.github.io MCP server for Canadian government data — 266 bilingual tools across 9 federal, 7 provinci 62 Claude Code, Codex, OpenCode 2 4,940 tok
matteing/opal 🔮 A smol coding agent in Elixir 62 Claude Code, Codex, OpenCode 12 206 tok
dariushoule/x64dbg-rippy AI reverse engineering assistant for x64dbg. Embeds a chat panel directly in the debugger 62 Claude Code 1 992 tok
Aho1ic/Aeroric A desktop task manager for AI coding agents like Claude Code and Codex, with multi-project 62 Claude Code, Codex 1 —
mathaix/OpenClawMachines openclawmachines.com Manage OpenClaw in your team (Enterprise) by providing it compute infrastructure, tool int 62 Claude Code, Codex 14 —
chongdashu/threejs-capacitor-ios-game A vibe coded mobile point and click adventure game using agent skills. 62 Claude Code, Codex 2 —
MetamusicX/zissa-wiki Zissa Wiki — an LLM-maintained research knowledge base in plain markdown, maintained by an 62 Claude Code, Codex, Gemini CLI, OpenCode 8 4,054 tok
Roam-Research/roam-tools roamresearch.com Official MCP and CLI for Roam Research 62 Claude Code 1 4,312 tok
c-d-cc/reap reap.cc Recursive Evolutionary Autonomous Pipeline — AI and humans evolve software across generati 62 Claude Code 7 450 tok
damon-liu/Dji-cloud-api-tool A lightweight debugging tool for DJI Cloud API, supporting multiple Broker configurations, 62 Claude Code, Codex, OpenCode 12 3,688 tok
fabb/WigAI Bitwig Controller Extension that provides an MCP Server for AI Agent control 62 Claude Code, Codex, OpenCode 43 447 tok
jeremyruppel/claude-collider MCP server and live coding suite for SuperCollider :robot: :musical_note: 62 Claude Code 7 2,038 tok
motherduckdb/agent-skills Opinionated AI agent skills for building applications with MotherDuck 62 Claude Code, Codex, Gemini CLI, OpenCode 3 4,395 tok
silo-code/silo getsilo.dev Silo — for developers juggling coding agents across many projects. Every workspace alive a 62 Claude Code, Codex, OpenCode 16 5,301 tok
sazardev/networking-with-go sazardev.github.io This is the ultimate, fun, and hands-on guide to mastering network programming with Go. Wh 62 Claude Code, Codex, OpenCode 14 1,572 tok
keyhana/c166-ghidra-module Infineon C166 Processor Module for Ghidra 62 Claude Code, Codex, OpenCode 3 905 tok
rexleimo/aios cli.rexai.top The local-first control plane for long-horizon coding agents: cross-session project memory 62 Claude Code, Codex, Gemini CLI, OpenCode 3 13,405 tok
chrisryugj/korean-patent-mcp plus.kipris.or.kr KIPRIS patent, utility model, trademark, and design search MCP — free search, field search 62 Claude Code 1 2,457 tok
runbear-io/beardrive beardrive.ai Google Drive for AI agents — share files with your team, share context across your agents. 62 Claude Code 12 10,897 tok
solanabr/auditor-skill auditor-attest.vercel.app Claude Code / agentic security skill for Solana programs and software. Full audit-firm lif 62 Claude Code, Codex, OpenCode 1 1,944 tok
WYRE-AI/autotask-mcp wyre-ai.github.io MCP server for Kaseya Autotask PSA — 39 tools for companies, tickets, projects, time entri 62 Claude Code, Codex, GitHub Copilot, OpenCode 59 24,115 tok
mapbox/mcp-devkit-server Developer-focused Mapbox MCP Server 62 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,929 tok
AgriciDaniel/dataforseo-brain agricidaniel.github.io A source-cited operating memory for the entire DataForSEO v3 API. 12 modules, ~200+ endpoi 62 Claude Code, Codex, Gemini CLI, OpenCode 3 408 tok
instancez/instancez instancez.ai An LLM-friendly, single-binary, drop-in replacement to Supabase 62 Claude Code, Codex, OpenCode 2 3,461 tok
PCSX2/myMCpp pcsx2.net Open-source PlayStation 2 memory card manager and save editor 62 Claude Code, Codex, Gemini CLI, OpenCode 3 1,597 tok
sshahzaiib/agy-bridge shahzaibakram.dev MCP bridge that lets Claude Code delegate heavy tasks to the Antigravity CLI (agy) — purpo 62 Claude Code 1 217 tok
ivo-toby/contentful-mcp MCP (Model Context Protocol) server for the Contentful Management API 62 Claude Code 1 296 tok
watchfire-io/watchfire watchfire.io Better context. Better code. 62 Claude Code 2 1,045 tok
czlonkowski/n8n-manager-for-ai-agents MCP server for Claude Desktop to manage your n8n workflows 62 Claude Code 1 4,196 tok
iannuttall/barkeep Manage hidden macOS menu bar items from one place 62 Claude Code, Codex, OpenCode 2 1,603 tok
rohanbeingsocial/candlekit-charts rohanbeingsocial.github.io Tree-shakeable financial charting toolkit over lightweight-charts: candlestick/OHLC/line/a 62 Claude Code, Codex, OpenCode 2 4,825 tok
databricks-solutions/solution-builder Installable Databricks Project that lets customers & partners build just about any use-cas 62 Claude Code 4 19,093 tok
vaquarkhan/data-engineering-agent-skills vaquarkhan.github.io Production-grade Agent Skills for data engineering AI agents: 73 workflows, platform prese 62 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,482 tok
Pantani/tdmcp pantani.github.io TouchDesigner MCP server, describe a visual to Claude, Cursor or Codex and it builds a rea 62 Claude Code, Codex, OpenCode 3 8,005 tok
clidey/deptrust deptrust is a CLI that checks package versions for known vulnerabilities across npm, PyPI, 62 Claude Code, Codex, OpenCode 3 1,309 tok
GeekatplayStudio/Meshwright geekatplay.gumroad.com Know why your model won't print. Fix it. Prove it. — mesh analysis, repair and smart retop 62 Claude Code 4 —
samoylenkodmitry/Cranpose samoylenkodmitry.github.io Cranpose is a Jetpack Compose-inspired declarative Rust UI framework. https://crates.io/cr 62 Claude Code, Codex, OpenCode 2 5,728 tok
sygnalinc/Apple-Frameworks-for-TouchDesigner Apple's on-device frameworks (Vision, Core ML, RealityKit, SpeechAnalyzer, MLX ...) as nat 62 Claude Code, Codex, OpenCode 3 76 tok
mhernesniemi/hoikka hoikka.dev E-commerce gear for SvelteKit 62 Claude Code, Codex, OpenCode 2 1,542 tok
TrueCrimeDev/ClautoHotkey In-depth AHK v2 coding harness build with all the tools to create advanced AHK v2 projects 62 Claude Code, Cursor 47 2,169 tok