How real projects configure their agents

31,984 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 agents7,571Claude Code6,627Data and AI3,684Backend and APIs3,492Languages3,401Planning3,221Git and workflow3,179Code review2,740Testing2,368Memory and context2,365Writing and docs2,309DevOps and cloud2,308Research2,298Frontend2,256Security2,015Productivity1,715

All Claude Code31,984 Codex23,196 OpenCode22,145 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,736 Windsurf133 Kiro79

Project Stars Configures Files Always loaded
zircote/lsp-tools LSP-first code intelligence for Claude Code with strong enforcement patterns. Part of the 12 Claude Code, GitHub Copilot 2 574 tok
KtKID/x-dev-pipeline Development workflow plugin for AI coding agents with structured req/plan/dev/review/fix l 12 Claude Code 1 3,406 tok
chan4lk/specclaw chan4lk.github.io 🦞 Spec-driven development framework for claude code 12 Claude Code 1 979 tok
barleviatias/toolkit-ai npmjs.com Package manager for AI coding assistants — manage skills, agents & MCPs across Claude Code 12 Claude Code, Codex, OpenCode 2 4,932 tok
cyanheads/mcp-reporter mcp-reporter is a streamlined utility that generates comprehensive capability reports for 12 Claude Code, Codex, OpenCode 2 1,136 tok
tugrulguner/intpot pypi.org Define Python tools once and serve them as a Typer CLI, FastAPI app, or FastMCP server — o 12 Claude Code, Codex, OpenCode 2 1,386 tok
RonieNeubauer/cli2mcp npmjs.com Wrap any CLI as a Model Context Protocol (MCP) server for Claude, ChatGPT, Cursor, Gemini 12 Claude Code 1 1,221 tok
ismaelkedir/knowit useknowit.dev Shared, structured memory for AI coding agents — MCP server + CLI. One memory layer for Cl 12 Claude Code, Codex, OpenCode 2 270 tok
Magnus-Gille/noxctl npmjs.com CLI and MCP server for Fortnox — invoices, bookkeeping, VAT, payroll, and automation 12 Claude Code 1 698 tok
SidneyBissoli/medical-terminologies-mcp medical.sidneybissoli.com MCP Server for global medical terminologies: ICD-11, SNOMED CT, LOINC, RxNorm, MeSH 12 Claude Code 1 10,194 tok
sachinshelke/codevira sachinshelke.github.io Stop re-explaining your project to AI agents every session. One memory layer for Claude Co 12 Claude Code, Codex, Gemini CLI, OpenCode, Windsurf 11 7,837 tok
DataWorkersProject/dataworkers-claw-community dataworkers.io We’re build a swarm of agents for all data tasks. That anyone can use for free, open-sourc 12 Claude Code, Codex, OpenCode 2 1,456 tok
badchars/github-security-mcp GitHub security posture analysis for AI agents — 39 MCP tools, 45 checks across org, repos 12 Claude Code 1 1,080 tok
tygryso/hypotree pypi.org Memory that forgets: a persistent, self-revising belief-state MCP server and Python API fo 12 Claude Code, Codex, GitHub Copilot 2 1,749 tok
vapvarun/wp-astro-mcp Headless WordPress MCP server — adds an Astro frontend to any WordPress site. Multi-site s 12 Claude Code 1 1,483 tok
byh3071-cpu/vhk yohanstudio.co VHK — a Korean CLI that organizes AI coding sessions around goals, evidence, memory, and r 12 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode, Windsurf 19 12,017 tok
rogelioRuiz/capacitor-mobile-claw On-device AI agent engine for mobile apps — embedded Node.js worker with Claude LLM, file 12 Claude Code 1 584 tok
NimbleBrainInc/mpak mpak.dev Open-source package registry for MCP (Model Context Protocol) servers with built-in securi 12 Claude Code 1 477 tok
joachimBrindeau/domain-mcp Manage Dynadot domains, DNS, renewals, and transfers from Claude, Cursor, or any MCP clien 12 Claude Code, Codex, OpenCode 2 770 tok
aide-family/moon-web Moon Web is the frontend for the Moon Monitoring Platform. It uses a micro-frontend archit 12 Claude Code, Cursor 5
33Audits/cca-audit-agent 12 Claude Code, GitHub Copilot 3 2,036 tok
ADN-DevTech/acad-api-skill AI agent skills and rules for scaffolding and building AutoCAD, Civil 3D, and Plant 3D .NE 12 Claude Code, GitHub Copilot 2 2,615 tok
apokamo/kaji zenn.dev Closed-loop agentic development workflows for Claude Code, Codex, and Gemini CLI. 12 Claude Code, Codex, OpenCode 44 1,220 tok
ferrislucas/Circus-Chief npmjs.com Open-source meta-harness for Claude Code, OpenAI Codex, and Gemini CLI coding agents 12 Claude Code, Codex 4 2,092 tok
kobiton/automate kobiton.com AI coding assistant plugin for the Kobiton mobile testing platform. Works with Claude Code 12 Claude Code, Codex, OpenCode 2 11,075 tok
joshsymonds/savecraft.gg Parse video game save files, serve structured game state to AI assistants via MCP 12 Claude Code 13 1,952 tok
naichilab/discord-bridge-server npmjs.com A relay server and skill for remotely controlling Claude Code / Codex CLI via Discord 12 Claude Code, Codex, OpenCode 2 245 tok
gvastethecreator/codex-studio gvastethecreator.github.io Local-first image studio for generating, reviewing, and organizing AI images through Codex 12 Claude Code, Codex, OpenCode 2 809 tok
ivklgn/ai-kit Every day carry for AI agents 12 Claude Code, Codex, OpenCode 3 265 tok
sonomirco/agents-and-commands A curated list of agents, commands, and prompts for Claude Code and Codex. This compilatio 12 Claude Code, Codex, OpenCode 2 822 tok
justrussian/yougile-mcp MCP server for integration with YouGile 12 Claude Code 1 3,067 tok
susomejias/rembric Persistent memory for AI coding agents — self-hosted, MCP-native, append-only. One Docker 12 Claude Code, Codex, OpenCode 41 4,350 tok
exileum/meta-mcp Enables AI assistants to manage Instagram and Threads accounts — publish content, handle c 12 Claude Code 2
ravikant1918/sharepoint-mcp Production-grade MCP Server for Microsoft SharePoint — give your AI agent (Claude, Cursor, 12 Claude Code, Codex 5
sandraschi/qcad-mcp fastmcp 3.4 server plus webapp for qcad pro architectural cad 12 Claude Code, Codex, OpenCode 2 437 tok
George-RD/claude-next-level George's curated Claude Code plugins for automation, architecture, and workflow 12 Claude Code 1 542 tok
wzxsph/Novel-Claude 🚀 An industrial-grade AI web novel generation framework based on a microkernel and plugin 12 Claude Code 1 1,580 tok
FhenixProtocol/fhenix-toolkit cofhe-docs.fhenix.zone Claude Code plugin for building confidential smart contracts and dApps with Fhenix CoFHE ( 12 Claude Code 1 1,048 tok
Cap-of-tea/GDD AI-controlled browser farm on your machine. 37 MCP tools for Claude Code & Cursor — run N 12 Claude Code 1
vylasaven/claude-sonar Screen reader accessibility plugin for Claude Code 12 Claude Code 1 1,525 tok
jeffh/claude-plugins Productivity plugins 12 Claude Code 3 1,189 tok
opencolin/openclaw-nebius OpenClaw + Nebius: provider plugin, deployment UI, and Claude Code skill 12 Claude Code 1 670 tok
el-feo/ai-context A collection of Claude Code plugins. 12 Claude Code 4 782 tok
entropy-data/dataproduct-builder-dbt Build data products with dbt and integrate them with Entropy Data — coding-agent plugin (C 12 Claude Code, Codex, GitHub Copilot, OpenCode 2 2,201 tok
knitli/codeweaver knitli.com Semantic code search for AI agents — 166+ languages, hybrid search, works offline 12 Claude Code, Codex, OpenCode 11 8,010 tok
jl-cmd/claude-dream Memory consolidation plugin for Claude Code 12 Claude Code, GitHub Copilot 1 6,006 tok
lagz0ne/c3-skill C3 (Context-Container-Component) architecture design methodology plugin for Claude Code 12 Claude Code, Codex, OpenCode 3 2,400 tok
mumez/pharo-smalltalk-interop-mcp-server A local MCP server to communicate local Pharo Smalltalk image 12 Claude Code 3 2,406 tok
datris/datris-platform-oss The Datris Data Platform - Open Source Version 12 Claude Code 7
axisrow/yandex-direct-mcp-plugin Claude Code plugin for managing Yandex Direct: MCP server + skills + OAuth 12 Claude Code, Codex, OpenCode 2 3,287 tok