How real projects configure their agents

44,996 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 agents8,544Claude Code6,892Git and workflow3,622Data and AI3,580Backend and APIs3,558Languages3,492Planning3,321Code review2,907Testing2,690DevOps and cloud2,489Writing and docs2,484Memory and context2,374Research2,321Frontend2,311Security2,178Project management1,971

All Claude Code32,539 Codex24,879 OpenCode23,799 GitHub Copilot3,723 Gemini CLI2,040 Cursor1,772 Windsurf202 Kiro116

Project Stars Configures Files Always loaded
li195111/claude-token-analyzer Diagnoses token waste in Claude Code sessions. 6 anomaly types, cost audit, trend forecast 15 Claude Code 1 1,044 tok
whinc/my-claude-plugins Personal claude plugins. 15 Claude Code 1 —
jgamaraalv/ts-dev-kit Claude Code plugin: 15 agents + 14 skills for TypeScript fullstack development 15 Claude Code 1 1,052 tok
settlemint/sdk settlemint.com Integrate SettleMint into your application with ease. 15 Claude Code 12 2,751 tok
dondetir/CodeGrok_mcp CodeGrok MCP is a Model Context Protocol (MCP) server that enables AI assistants to intell 15 Claude Code 1 972 tok
openonion/connectonion-claude-plugin connectonion-claude-plugin.vercel.app Official ConnectOnion Claude Code plugin - Build AI agents correctly with documentation-gr 15 Claude Code 7 —
sbom-tool/gh-guard sbom.tools CI/CD supply chain hardening plugin for Claude Code, designed for Rust projects 15 Claude Code 1 1,432 tok
WhiskeyJack96/obsidian-agent An obsidian plugin providing an acp client implementation. This allows you to use claude-c 15 Claude Code 2 1,365 tok
maksutovic/joycraft CLI + Claude Code plugin that scaffolds and upgrades AI development harnesses — from vibe 15 Claude Code, Codex, OpenCode 5 1,394 tok
mnardit/agent-recall max.nardit.com Persistent memory for AI coding agents. SQLite-backed knowledge graph with MCP server. 15 Claude Code 1 1,287 tok
jfim/obsidian-tasks-mcp Obsidian tasks MCP server 15 Claude Code 1 357 tok
microsoft/cates Coding Agent Token Economics Standard 15 Claude Code, GitHub Copilot 5 526 tok
A/claude-booping a.github.io A playbook framework for Claude Code and the sprint loop built on it — deterministic state 15 Claude Code 1 6,616 tok
centsandcode/rubber-duck centsandcode.github.io Socratic debugging for AI agents. Don't give me the answer. Help me find it. 15 Codex, OpenCode 1 856 tok
stefanwebb/named-pipes Low-latency IPC library for building persistent agentic tool servers (LLM inference, TTS, 15 Claude Code 4 899 tok
synpulse8-opensource/pulse8-ai-cortex-knowledge-vault synpulse8.com Agent-native knowledge OS built on Markdown. A shared vault for AI agents and humans, back 15 Codex, Cursor, OpenCode 11 974 tok
zircote-plugins/claude-team-orchestration zircote-plugins.github.io Multi-agent orchestration plugin for Claude Code. Coordinate agent teams with shared tasks 15 Claude Code 1 993 tok
CodeAlive-AI/codealive-skills Agent skills for CodeAlive — semantic code search and AI-powered codebase answers. Works w 15 Claude Code, Codex, OpenCode 2 639 tok
allemaar/open-skills allemaar.com Readable agent skills with optional declarative YON protocols you can inspect and validate 15 Claude Code, Codex, OpenCode 2 487 tok
camgitt/memoir memoir.sh Persistent memory for AI coding tools, in an open portable format. Sync Claude, Cursor, Ge 15 Claude Code 1 770 tok
openSUSE/mcp-bugzilla pypi.org Bugzilla Model context protocol (MCP) Server 15 Codex, OpenCode 1 844 tok
navox-labs/agents navox.tech 19 AI agents for Claude Code that run your full sprint cycle: strategy, spec, architecture 15 Claude Code 1 3,869 tok
chainstack/dev-portal docs.chainstack.com Chainstack Developer Portal 15 Claude Code, Codex, OpenCode 2 8,180 tok
pouyanafisi/gtm-mcp MCP server for Google Tag Manager: read tags/triggers/variables, publish containers, and a 15 Claude Code, Gemini CLI 2 3,954 tok
eddmann/obsidian-mcp MCP server for git-backed Obsidian vaults. Access and manage notes through Claude, ChatGPT 15 Claude Code 4 3,223 tok
dominik1001/imap-mcp 📧 An IMAP Model Context Protocol (MCP) server to expose IMAP operations as tools for AI a 15 Claude Code 1 273 tok
Magnifico4625/locus magnifico4625.github.io Persistent project-aware memory for AI coding tools. Built on MCP. Works with Codex, Claud 15 Codex, OpenCode 1 1,092 tok
Krzysztof318/MailFathom krzysztof318.github.io A brain for your mail: MailFathom turns IMAP mailboxes into a self-hosted, AI-native servi 15 Claude Code, Codex, OpenCode 24 8,124 tok
caihongxu/palmier palmier.me Run AI agents on your computer and dispatch tasks from anywhere, approve actions on the go 15 Claude Code 2 377 tok
2389-research/mcp-socialmedia 2389-research.github.io MCP server that lets AI agents read and create posts, replies, and team-based discussions. 15 Claude Code 1 22 tok
blacksmithers/vaultforge Local MCP server for Obsidian vault operations — search, intelligence, canvas tools 15 Claude Code 1 894 tok
matryer/context Team knowledgebase framework for LLM IDEs 15 Claude Code, Codex, OpenCode 7 3,184 tok
Pranav-Karra-3301/tuck tuck.sh manage your dotfiles! 15 Claude Code, Codex, Cursor, OpenCode 11 8,334 tok
T4wroot/agentic-seo t4wroot.github.io LLM-first SEO skill for AI coding assistants. Features 16 sub-skills, 10 specialist agents 15 Cursor 1 265 tok
Hackbyrd/orbital-express A better way to organize and develop on your Express.js Node.js application. Built for dev 15 Claude Code, Codex, GitHub Copilot, OpenCode 24 3,514 tok
BrianNguyen29/x-harness A small, file-first verification harness that turns an AI agent's "I'm done" claim into an 15 Codex, OpenCode 1 1,864 tok
tray-tecnologia/tray-api-ai-plugin tray-api-claude-code.tray.com.br Plugin para agentes de IA(Claude Code, Codex, etc) com integração completa às APIs da Tray 15 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 7,410 tok
sjh9714/mergewarden sjh9714.github.io See which external pull requests need context before code review. Deterministic, no login, 15 Codex, OpenCode 1 830 tok
strvmarv/total-recall Multi-tiered memory and knowledge base plugin for TUI coding assistants (Claude Code, Copi 15 Claude Code, Codex, Kiro, OpenCode 2 13,264 tok
jascal/orca-lang Orca (Orchestrated State Machine Language) — an LLM-native code generation target 15 Claude Code, Codex, OpenCode 8 9,776 tok
AeyeOps/mcp-imagemagick MCP server for image conversion using ImageMagick and darktable 15 Claude Code 1 863 tok
elyxlz/discord-mcp 15 Claude Code 1 1,019 tok
lotosbin/claude-skills 15 Claude Code 5 —
danielbushman/MCP-Quickbase 15 Claude Code 3 787 tok
wyattjoh/media-server-mcp A Model Context Protocol (MCP) server that provides AI assistants with tools to manage Rad 15 Claude Code 1 6,496 tok
lesleslie/excalidraw-mcp Unofficial Excalidraw MCP Server 15 Claude Code, Codex, Gemini CLI, OpenCode 3 3,292 tok
ashlesh-t/cognirepo ashlesh-t.github.io Local cognitive infrastructure for AI coding agents — semantic memory, repository intellig 15 Claude Code, GitHub Copilot 2 3,169 tok
Brandcode-Studio/brandsystem-mcp brandcode.studio Use existing brand guidelines with AI. Turn websites, PDFs, and Figma into a portable .bra 15 Claude Code, Codex, OpenCode 2 4,474 tok
ombulabs/claude-code_dual-boot-skill fastruby.io A Claude Code skill to dual boot your Ruby application with Bundler and next_rails 15 Claude Code 1 1,333 tok
calebzu/pmsm-control-claude-skills-for-matlab PMSM Claude Skills: methodology + skill library for AI-augmented MATLAB/Simulink modeling 15 Claude Code 1 1,096 tok