How real projects configure their agents

32,552 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 agents8,564Claude Code6,906Git and workflow3,633Data and AI3,578Backend and APIs3,558Languages3,494Planning3,322Code review2,906Testing2,695DevOps and cloud2,496Writing and docs2,489Memory and context2,375Research2,320Frontend2,312Security2,181Project management1,980

All Claude Code32,552 Codex24,920 OpenCode23,840 GitHub Copilot3,723 Gemini CLI2,039 Cursor1,771 Windsurf202 Kiro117

Project Stars Configures Files Always loaded
ionos-cloud/ionoscloud-mcp This project implements an MCP server to interact with ionos cloud resources. 11 Claude Code 1 7,390 tok
zhurong2020/pyobfus zhurong2020.github.io AST-based Python obfuscator with reverse stack-trace mapping — obfuscate before shipping a 11 Claude Code, Codex, OpenCode 2 11,976 tok
nirholas/robinhood-mcp MCP servers for the Robinhood Crypto Trading API: read-only data tools plus an opt-in trad 11 Claude Code, Codex, OpenCode 2 523 tok
chapmanjw/minecraft-java-fabric-claude-plugin Claude Plugin with Skills and Agents for the MCP Server Mod for Minecraft Java Edition and 11 Claude Code 1 2,351 tok
oldwinter/skills A personal collection of agent skills, including automatically triggered and manually invo 11 Claude Code, Codex, OpenCode 3 1,120 tok
venikman/fpf-memory mcp.fpf.sh Hosted MCP server + slim wiki projection of the First Principles Framework (FPF) by Anatol 11 Claude Code, Codex, OpenCode 2 3,398 tok
knorq-ai/docx-mcp-server MCP server for reading, editing, formatting, and commenting Word documents 11 Claude Code 1 3,376 tok
Ostico/bruno-mcp-studio npmjs.com MCP server for Bruno: an AI agent authors, reads and runs .bru and .yml API collections. N 11 Claude Code 1 1,711 tok
nirholas/3D-AR-Studio nirholas.github.io An AR studio for any web page: place 3D models in your room via WebXR, Quick Look or Scene 11 Claude Code, Codex, OpenCode 2 634 tok
JairoTorregrosa/jaiskills All my agent skills as one Claude Code plugin: agents checking agents (insistir), verifica 11 Claude Code, Codex, OpenCode 1 2,230 tok
rshade/finfocus finfocus.dev FinOps CLI for Pulumi — projected costs, actual spend tracking, budget enforcement, and co 11 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 54 31,591 tok
rbinar/cli-dispatch medium.com Claude Code plugin that hands work to DeepSeek, Gemini (Antigravity), OpenAI Codex, OpenCo 11 Claude Code 1 7,566 tok
stefanoskarakasis/Product-Marketing-Skills stefanoskarakasis.substack.com Product Marketing Skills for Claude Code and AI agents: agentic skills, commands, and plug 11 Claude Code, Codex, OpenCode 2 1,977 tok
agentic-threat-modeling/MAESTRO agentic-threat-modeling.github.io OWASP MAESTRO Threat Modeling Playbook 11 Claude Code 1 4,581 tok
bc1xxx/orchestrator-opencode Multi-agent orchestration system for OpenCode 11 Claude Code, OpenCode 16 —
elfa-ai/skills Agent skill for the Elfa AI 11 Claude Code, Codex, OpenCode 2 359 tok
moda-labs/bobi-agent Event-driven AI agent framework 11 Claude Code, Codex, OpenCode 4 4,811 tok
georgeturneruk/tckit tckit.org TwinCAT MCP 11 Claude Code 10 1,399 tok
mashbean/research-publishing-pipeline Automated research article production line — a semi-automated research writing pipeline us 11 Claude Code 2 6,837 tok
sayantan94/AppliedIn appliedin.dev An agentic workflow that finds matching roles, tailors your resume, and automates job appl 11 Claude Code, Codex, OpenCode 2 4,069 tok
GixGosu/gdd-review-kit Small example agent kit for reviewing GDDs 11 Claude Code 1 1,857 tok
adjective-rob/snap Annotate your screen and feed it to your AI agent. Press a global hotkey, circle bugs, dra 11 Claude Code 1 743 tok
duyet/oma oma.duyet.net Open Managed Agents and self-hosted Claude Tag-style agent runtime. Drop-in compatible; ru 11 Claude Code, Codex, Cursor, OpenCode 6 29,893 tok
suhaas/earnings-edge Multi-agent (LangGraph + Claude) app that turns an earnings call into a source-attributed 11 Claude Code, Codex, GitHub Copilot, OpenCode 15 14,546 tok
DotRacel/control-claude-code Bring native remote-control experience for Claude BYOK users 11 Claude Code, Codex, OpenCode 2 348 tok
shchnk1103/Universe-Keyboard Third-party Chinese input method for iOS, based on the RIME/librime engine and the Rime-Fr 11 Claude Code, Codex, OpenCode 4 4,345 tok
krmj22/macos-mcp Drive Reminders, Calendar, Notes, Mail, Messages, and Contacts on macOS from an AI agent o 11 Claude Code 1 2,310 tok
yushimatenjin/gaea-mcp 11 Claude Code 1 212 tok
chipweaver/veripower Give your coding agent a workflow for chip front-end design and verification. 11 Claude Code, Codex, OpenCode 4 497 tok
crenshawdev/cadence Phased planning and execution for Claude Code. Roadmap, plans, and progress live in files 11 Claude Code 1 —
AndyForest/SoupNet soup.net Your taste and judgment, in every AI agent you use. Shared, append-only memory of a human' 11 Claude Code 5 7,941 tok
gatordevin/avo Open reproduction of NVIDIA's AVO paper (arXiv:2603.24517): evolutionary search where an a 11 Claude Code, Codex, OpenCode 2 1,178 tok
whshang/herdr-mcp whshang.github.io herdr provides a stable Webchat → Mac/Linux/Windows Connector MCP, allowing web conversati 11 Claude Code, Codex, OpenCode 2 5,815 tok
sunglasses-dev/sunglasses sunglasses.dev Open source input firewall for AI agents, beta. A local scanner checks text, code, PDFs, i 11 Claude Code, Codex, OpenCode 2 1,679 tok
patforna/auto-task An opinionated agentic workflow to turn well-defined units of work into shippable code wit 11 Claude Code 1 444 tok
retospect/precis-mcp pypi.org Untiring, token-efficient research collaborator: reads papers and patents, cites the parag 11 Claude Code, Codex, OpenCode 53 6,512 tok
divikwu/figcraft AI-driven Figma plugin that follows design specs. MCP bridge between IDE and Figma. 11 Claude Code, Codex, OpenCode 3 9,627 tok
yanlingLabs/video-extract-mcp Local-first MCP server for video: download any video from almost any URL, or get a transcr 11 Claude Code 1 5,443 tok
thehesiod/costco-mcp MCP server for Costco warehouse receipts and online orders (multi-account, Azure AD B2C au 11 Claude Code 1 2,043 tok
RikaiDev/yomi rikaidev.github.io Personal LINE MCP server for Claude and local AI agents. Read, reply, send images, and sea 11 Claude Code 2 —
chav0/UnityFigmaMCP Build Unity UI prefabs from Figma designs using AI agents via Model Context Protocol 11 Claude Code 6 —
robconery/kolea Kōlea — self-hosted broadcasts, drip sequences, and transactional email in one Cloudflare 11 Claude Code 28 1,838 tok
Aitherium/awdk aitherium.github.io Build AI agent fleets. 3 lines, any backend, local or cloud. Effort-based model routing, 4 11 Claude Code, Codex, OpenCode 2 876 tok
lolifamily/ashare-mcp 11 Claude Code 2 286 tok
graysonchalmers/Tool-MaterialMaker-MCP MCP server for authoring and rendering Material Maker PBR materials from natural language 11 Claude Code 1 1,350 tok
on1659/memradar memradar.vercel.app Stories told by your AI conversations — Fun retrospective viewer for AI coding assistant c 11 Claude Code 8 786 tok
juhaku/aiwaku.nvim Bring your CLI AI tool into Neovim as a persistent sidebar panel 11 Claude Code, Codex, GitHub Copilot, OpenCode 7 7,534 tok
galarzafrancisco/ai-monorepo All AI stuff 11 Claude Code, Codex, OpenCode 19 1,972 tok
motorway-sandbox/product-os 11 Claude Code 45 3,127 tok
kaltinril/Kernsmith Cross-platform .NET library + CLI tool for generating bitmap fonts for games from TTF/OTF/ 11 Claude Code 23 2,227 tok