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
onceMisery/seahorse-agent Seahorse Agent is an engineering platform for enterprise knowledge, long-term memory, and 12 Claude Code, Codex 4 1,438 tok
chintan-diwakar/zentickr-yahoo-query-mcp MCP server exposing financial data using Yahoo Finance via yahooquery. Provides stock insi 12 Claude Code, Codex, OpenCode 2 300 tok
saketananddotme/ai-dev-toolkit A toolkit that makes developers’ lives easier with AI 12 Claude Code, Codex, OpenCode 2 582 tok
lenar-amirov/product-pipeline-public Run a product initiative as a tracked journey — not a toolbox of one-shot answers. Per 12 Claude Code 3 3,848 tok
maxturazzini/local-agent-viewer aimax.it Your local long-term memory for AI agent interactions. Parse, classify, search, and visual 12 Claude Code 1 10,094 tok
AlteredCraft/claude-code-plugins 12 Claude Code 1 1,184 tok
rauls-kjarners/claude-to-agy A lightweight MCP bridge that lets Claude Code delegate heavy tasks to the Antigravity CLI 12 Claude Code 1 1,204 tok
ngvoicu/specmint-core specmint.io Persistent, resumable specs for AI coding agents. Deep research, iterative interviews, pha 12 Claude Code, Codex, OpenCode 2 1,455 tok
BenRamins/otto Route, don't fork: a thin orchestration layer that turns overlapping AI skill libraries in 12 Claude Code 1 1,162 tok
shinhyukahn/cck A plugin that enables natural use of Claude Code in Korean 12 Claude Code 1 933 tok
h315uk3/symbiosis Claude Code plugins: your extended memory + your thinking partner. Information theory & co 12 Claude Code, GitHub Copilot 7 2,434 tok
asiflow/claude-nexus-hyper-agent-team-light asiflow.ai Multi-agents operating system layer on top of Claude Code 12 Claude Code 1 7,115 tok
KtKID/x-dev-pipeline Development workflow plugin for AI coding agents with structured req/plan/dev/review/fix l 12 Claude Code 1 3,413 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
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
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
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 12,188 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
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
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
ravikant1918/sharepoint-mcp Production-grade MCP Server for Microsoft SharePoint — give your AI agent (Claude, Cursor, 12 Claude Code, Codex 5 —
vre/flow-state Flow State - a Claude Plugin Marketplace 12 Claude Code, Codex, OpenCode 2 3,645 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
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
octaviusp/claude-fx-plugin Animated mascot companion for Claude Code - transparent overlay that reacts to your coding 12 Claude Code 1 4,021 tok
mikiships/agentmd pypi.org Generate high-quality AI agent context files (CLAUDE.md, AGENTS.md, .cursorrules, copilot- 12 Claude Code, Codex, Cursor, OpenCode 3 1,751 tok
asysta-act/agent-flow Claude Code plugin - automates bug-fix, feature, and scaffold workflows using 17 specializ 12 Claude Code 1 5,616 tok
kuderr/git-wt Fast git worktree manager. Pure bash, zero dependencies. 12 Claude Code 1 501 tok
cass-2003/local-workflow-skill A local workflow orchestrator skill for routing project tasks, validation gates, authority 12 Claude Code, Codex, OpenCode 2 1,846 tok
reason-healthcare/rh-skills An agentic workflow toolset providing superpowers for healthcare informaticists 12 Claude Code, Codex, GitHub Copilot, OpenCode 22 1,206 tok
PaulDuvall/vibecoding thevibecoding.substack.com Windsurf Vibe Coding: AI-powered development workflow automation with persistent memories 12 Claude Code 1 2,681 tok
Kazuki-tam/next-stage Next-Stage is a starter template with Next.js. 12 Claude Code, Codex, Gemini CLI, OpenCode 3 6,035 tok
samibs/skillfoundry skillfoundry.work AI engineering framework with quality gates, persistent memory, and multi-platform support 12 Claude Code, Codex, GitHub Copilot, OpenCode 8 9,508 tok
mav-rik/kb-cli Knowledge base CLI for AI agents 12 Claude Code 1 1,048 tok
TeamDijon/shopify-rules AI-consumable rules for Shopify Liquid theme development — with Claude Code skills to crea 12 Claude Code 2 346 tok
mutewinter/.dot 📑 My non-vim dot files. 12 Claude Code, Codex, OpenCode 3 508 tok