How real projects configure their agents

32,008 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 agents7,622Claude Code6,647Data and AI3,678Backend and APIs3,504Languages3,404Planning3,218Git and workflow3,203Code review2,744Testing2,378Memory and context2,367Writing and docs2,318DevOps and cloud2,312Research2,291Frontend2,259Security2,027Productivity1,717

All Claude Code32,008 Codex23,279 OpenCode22,224 GitHub Copilot3,555 Gemini CLI1,920 Cursor1,736 Windsurf139 Kiro81

Project Stars Configures Files Always loaded
vepo/contraponto blogs.commit-mestre.dev Self-hostable multi-author blog platform built with Quarkus, HTMX, and PostgreSQL. Per-use 3 Claude Code, Codex, Cursor, OpenCode 22 3,706 tok
Brainy-Builds/ts-inspect-cli A read-only TypeScript semantic inspection CLI built on ts-morph 3 Claude Code, Codex, OpenCode 2 1,488 tok
NAME0x0/HyMarkX npmjs.com Markdown-compatible language that progressively becomes a web application. CommonMark + GF 3 Claude Code, Codex, OpenCode 3 1,348 tok
systemfsoftware/constitution systemfsoftware.com The engineering constitution for unbreakable software — functional core / imperative shell 3 Claude Code, Codex, OpenCode 2 1,468 tok
mturac/skill-hunter Pre-execution layer that makes agents check for existing skills before building from scrat 3 Claude Code, Codex, OpenCode 2 1,477 tok
brovar/10x-pentest 10x pentest workflow build on agentic skills 3 Claude Code, Codex 20
Rodrigonavarro23/cliplin cliplin.dev AI Feature Centric Spec Driven Development Framework 3 Claude Code 5
chkhm/simu docs.rs Discrete-event simulation for Rust, inspired by SimPy — async executor, resources, Monte C 3 Claude Code 1 3,437 tok
Enovatr-Labs/SpecRoute Open source framework for spec-driven agentic software engineering. PRDs, prompts, agents, 3 Claude Code, Codex, Gemini CLI, OpenCode 7 3,090 tok
Dwolla/dwolla-mcp npmjs.com MCP Server for Dwolla API 3 Claude Code 1 1,447 tok
chemrich/cabineteer Parametric cabinet design toolkit with MCP server — cutlist, evaluation, and 3D visualizat 3 Claude Code 2 17,505 tok
sharpninja/McpServer sharpninja.github.io 3 Claude Code, Codex, GitHub Copilot, OpenCode 3 6,651 tok
stackrox/stackrox-mcp StackRox MCP server 3 Claude Code 1
goransmoljanovic015-cell/capcut-mcp-server MCP server that lets Claude drive CapCut/Jianying video editing via the local VectCutAPI H 3 Claude Code 1 1,087 tok
armchairdeity/mcp-server-scpi The Python-powered SCPI/VISA hardware instrument interface for the Model Context Protocol. 3 Claude Code 2
Leonezz/obsidian-mcp-server 3 Claude Code 1 2,183 tok
SerenecoTech/agent-skills Agent plugins, skills and hooks: adversarial code review with Codex, session handoff, and 3 Claude Code 1
sflandergan/agentic-coding Shared skills, workflows and coding harness configuration to use for projects 3 Claude Code, Codex, OpenCode 8 914 tok
igarcez/claude-plugins Claude Code plugin for interview-driven implementation plans — /plan-md interrogates you u 3 Claude Code 1 87 tok
unsafe9/claude-tmux-hop Claude Code plugin and tmux plugin for quick window switching on notifications 3 Claude Code 1 2,252 tok
IvanLutsenko/awac-ai-agent-plugins Custom Claude Code plugins by Ivan Lutsenko 3 Claude Code 16 926 tok
ampeco/claude-code-ampeco-public-api-skill A plugin for Claude Code - a skill for using the AMPECO Public API 3 Claude Code 1 684 tok
weixiaospace/vscode-claude-copilot A VS Code extension for visually viewing and managing Claude Code plugins, MCP, skills, me 3 Claude Code 1 4,692 tok
MGrin/bb-plugin-accounts Claude Max account usage and auto-switching for bb — proactive on utilization, reactive on 3 Claude Code, Codex, OpenCode 2 1,109 tok
rajivpoddar/master-of-panes Master of Panes — Claude Code plugin for orchestrating parallel dev sessions across tmux p 3 Claude Code 1 1,426 tok
oksure/bible-ko-mcp MCP server for Korean Bible - cached, validated, all 66 books with 5 translations 3 Claude Code 1 1,086 tok
cogell/mural-mcp 3 Claude Code 1 694 tok
atree1023/snc-cribl-mcp 3 Claude Code, Codex, OpenCode 3 3,376 tok
offbeat-studio/shioaji-mcp non offical version of shioaji MCP 3 Claude Code 1 1,617 tok
imohanvadivel/desk-mcp MCP server for the Zoho Desk API — 706 endpoints, 3 context-efficient tools 3 Claude Code 1 700 tok
kratsg/ami-mcp ami-mcp.readthedocs.io MCP Server for ATLAS AMI metadata interface 3 Claude Code 1 4,610 tok
Addono/gh-attach Upload images to GitHub issues, PRs, and comments — from the CLI or via MCP. 3 Claude Code, Codex, OpenCode 5 312 tok
musictechlab/mtl-c2pa-mcp MCP server for reading C2PA content provenance manifests from media files (Google Lyria AI 3 Claude Code 1 615 tok
jeanfbrito/rocket-cli Rocket.Chat CLI + MCP server with local SQLite/FTS5 cache — one-call 'what needs my attent 3 Claude Code 6
JaeHyeon-KAIST/pdf2zh-next-mcp MCP server for PDF translation via pdf2zh-next with full-context LLM translation 3 Claude Code 1 696 tok
xvyslo05/czech-mtg-price-comparator-mcp Comparator of czech eshops selling MtG cards 3 Claude Code 2 260 tok
obrien-matthew/mcp-steam pypi.org MCP server for Steam -- gaming library, achievements, stats, and store discovery for Claud 3 Claude Code, Codex, OpenCode 2 295 tok
lab-dados/juscraper-mcp Servidor MCP público do juscraper — consultas a tribunais brasileiros sem autenticação 3 Claude Code 1 670 tok
ihuzaifashoukat/splicedeck A video editor an AI agent drives, running on your own machine. 3 Claude Code, Codex, GitHub Copilot, OpenCode 7 2,541 tok
Knuckles-Team/repository-manager Manage your git repositories. Now supports Agentic AI MCP Server Integration! 3 Claude Code, Codex, OpenCode 2 18,351 tok
IronAdamant/Chisel Test impact analysis and code intelligence for LLM agents. Zero dependencies. 15 MCP tools 3 Claude Code 1 6,716 tok
Vollkorn-Games/godot-mcp MCP server for Godot — tools for scene building, scripting, interactive game control, stat 3 Claude Code, Codex 4 936 tok
jenny-ouyang/substack-article-mcp MCP server for Substack — authenticated access to your articles, notes, and engagement dat 3 Claude Code 1 2,489 tok
CohenD/fin-data-mcp One-stop MCP server for free financial market data — 83 no-key tools (stocks, indices, opt 3 Claude Code 1 1,618 tok
LtMarx/SABnzbd-MCP 3 Claude Code 1 292 tok
simon-ami/zen-devtools-mcp Unofficial MCP server for Zen Browser DevTools, enabling AI assistants to inspect and cont 3 Claude Code, Codex, OpenCode 2 294 tok
Kaushalendra-Marcus/evident evident.kaushalendra.me Extract trusted, structured data from any website using MCP, REST, or Python. 3 Claude Code 1 2,351 tok
caldeirav/mcp-mrtr-devops-demo Stateless Human-in-the-Loop AI DevOps Agent Demo using MCP SEP-2322 (MRTR), LangGraph, age 3 Claude Code, Cursor 19
jasp-nerd/courseforge AI-powered Canvas LMS course creator, MCP server, agent skills, and an IMSCC/Common Cartri 3 Claude Code 1 671 tok
idfkit/idfkit-mcp mcp.idfkit.com 🤖 Model Context Protocol (MCP) server for EnergyPlus building energy simulation 3 Claude Code 1 756 tok