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
krishnakanthb13/ai_cli_manager Your central hub for AI coding assistants on Windows, Linux & macOS — install, manage & la 44 Claude Code, Codex 2 —
marlonluo2018/pandas-mcp-server 44 Claude Code 1 1,046 tok
liangdabiao/social_research_agent skillhub.cn How to use Claude skills to easily build a personalized "micro public opinion" tool. A sim 44 Claude Code 5 1,205 tok
iops-leo/claude-slim npmjs.com Audit and shrink your Claude Code startup context. Measures what every skill, plugin, agen 44 Claude Code, Codex, OpenCode 2 774 tok
OptimiLabs/velocity Local-first workspace for Claude Code, Codex CLI, and Gemini CLI with sessions, analytics, 44 Claude Code 1 410 tok
mcp-agents-ai/mcp-agents-hub mcpagents.dev The open-source ecosystem for building, discovering, and deploying Model Context Protocol 44 Claude Code 1 1,236 tok
nette/claude-code ai.nette.org Official Claude Code plugins for Nette 44 Claude Code 1 871 tok
huangwb8/m2w pypi.org Automatically upload and update local markdown to WordPress via Python 44 Claude Code, Codex, OpenCode 2 3,340 tok
aiagentflow/aiagentflow aiagentflow.dev A local-first, CLI-driven multi-agent AI software engineering workflow orchestrator with f 44 Claude Code 2 —
ArtBlocks/artbot discord.gg The Discord bot for ArtBlocks. 44 Claude Code, Codex, OpenCode 2 2,707 tok
simm-is/repl-mcp Model Context Protocol Clojure support including REPL integration with development tools. 44 Claude Code 1 2,355 tok
basvanwesting/genetic-algorithm A genetic algorithm implementation for Rust 44 Claude Code, Codex, OpenCode 3 10,239 tok
byreal-git/byreal-agent-skills byreal.io byreal-cli for AI agent 44 Claude Code 1 387 tok
tacoda/keystone tacoda.dev The Agent Charter Framework 44 Claude Code, Codex, GitHub Copilot, OpenCode 37 3,606 tok
mideind/Netskrafl netskrafl.is Icelandic crossword game website 44 Claude Code 2 4,056 tok
yechielby/claude-code-rtl-extension marketplace.visualstudio.com VS Code/Cursor extension that adds RTL (Right-to-Left) support for Hebrew and Arabic to th 44 Claude Code 1 785 tok
anthroos/plaintext-crm AI-native CRM that runs in your IDE. No SaaS, no dashboards — just CSV files and Claude Co 44 Claude Code 1 2,248 tok
Agents365-ai/pi-plugin-cc Drive the Pi coding agent from Claude Code or Codex: multi-model review panels, model raci 44 Claude Code, Codex, OpenCode 1 533 tok
ErkanBarin/playwright-agent-mcp-starter Boiler Plate for Playwright Automation with Ai Skills and Agents 44 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,249 tok
CybotAS/CookiebotWP wordpress.org This repository contains Addons that will make other plugins work with Cookiebot. 44 Claude Code, Codex, OpenCode 2 7,362 tok
Yulin-Bi/CodeAuto CodeAuto is an intelligent programming assistant developed using Java, drawing inspiration 44 Claude Code, Codex, OpenCode 2 102 tok
infobip/infobip-openapi-mcp Infobip OpenAPI MCP is a framework for exposing OpenAPI documented HTTP APIs as MCP server 44 Claude Code 3 4,070 tok
Mixtape-Sessions/Codechella-Madrid Codechella Madrid 44 Claude Code 1 3,845 tok
claudekit/claudekit-docs An official documentation of ClaudeKit.cc 44 Claude Code 1 2,526 tok
minusxai/minusx minusx.ai MinusX is an Agentic Business Intelligence platform. It's Claude Code for data. 44 Claude Code 3 7,286 tok
lostmaniac/air780e_forwarder 44 Claude Code 1 2,004 tok
shyftai/GTMOS shyft.ai GTM Operating System — outbound sales, lead gen, campaigns. Brief it. Build it. Ship it. M 44 Claude Code 71 1,030 tok
yx0716/clawd-insights Your agents do the work — you keep the knowledge. A local-first dashboard (+ desktop pet) 44 Claude Code, Codex, OpenCode 2 5,860 tok
counterpoint-studio/audio-file-mcp-app An MCP App for playing and inspecting local audio files in an MCP host. 44 Claude Code 1 105 tok
DGouron/review-flow dgouron.github.io Automated AI code reviews powered — webhook-driven, real-time dashboard, MCP integration, 44 Claude Code 47 4,062 tok
NomaDamas/jikji nomadamas.github.io Non-destructive local file maps and instant search indexes for AI agents 44 Claude Code, Codex, Cursor, OpenCode 3 1,587 tok
codelably/harmony-claude-code A complete Claude Code configuration collection (agents, skills, hooks, commands, rules, M 44 Claude Code 1 —
lazymac2x/agent-wiki A Knowledge-Assetization OS for AI agents — an industry-specialized LLM wiki + business-lo 44 Claude Code, Codex, OpenCode 5 3,303 tok
jamesrochabrun/XcodeTraceMCP 44 Claude Code, Codex, OpenCode 2 6,267 tok
crossplane-contrib/crossplane-diff A command line diff tool for crossplane. 44 Claude Code 1 11,341 tok
aviranrevach/my-family-story An interactive, bilingual family-tree app that treats your family as a story explored acro 44 Claude Code 1 3,017 tok
ShenShan123/r2g-skills Agent skill R2G. Initial version for leveraging OpenRoad. 44 Claude Code 1 12,428 tok
theantichris/granola Export your Granola notes to Markdown. 44 Claude Code 1 2,247 tok
StepzeroLab/research-git research-git-feature-replay.linyux1104.chatgpt.site A new Git tool for researchers and developers to capture experiments and features as reusa 44 Claude Code 1 1,244 tok
josecoelho/obsidian-tasks-caldav Sync tasks via Caldav 44 Claude Code, Codex, OpenCode 7 4,902 tok
SkillsCat/skillscat skills.cat An open platform for discovering, sharing, and installing AI agent skills. 44 Claude Code, Codex, OpenCode 2 5,806 tok
Array-Ventures/coworker railway.com Open-source AI agent with MCP UI, app builder, A2A protocol, skills marketplace, and multi 44 Claude Code, Codex, OpenCode 2 873 tok
nirholas/universal-crypto-mcp mcp.giving Universal MCP server for AI agents to interact with any* blockchain via natural language a 44 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 802 tok
FTShare-Lab/agent-claim-network ftshare-lab.github.io A general-purpose AI assistant for the terminal that enables Agents to share searchable, t 44 Claude Code, Codex, OpenCode 8 1,824 tok
mattgodbolt/specbolt Yet another ZX Spectrum Emulator 44 Claude Code 4 1,595 tok
stop-amertime/css-dos css-dos.vercel.app CSS-DOS: An Intel 8086 PC running DOS — implemented entirely in CSS 44 Claude Code 1 4,829 tok
personamanagmentlayer/pcl pclang.org Persona Control Language (PCL) 44 Claude Code, GitHub Copilot 2 8,242 tok
backblaze-labs/claude-skill-b2-cloud-storage blze.ai Claude Skill for Backblaze B2 Cloud Storage management from the terminal. Manage buckets, 44 Claude Code 1 656 tok
mastersof-ai/harness Agent runtime with full system prompt control. Define agents in markdown, run them in a te 44 Claude Code 1 798 tok
marcfargas/odoo-toolbox marcfargas.com TypeScript SDK for Odoo; CLI; Skill modules and MCP server for AI agents. CI-tested agains 44 Claude Code, Codex, OpenCode 2 2,052 tok