How real projects configure their agents

43,636 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
chongdashu/phaserjs-tinyswords 37 Claude Code, Codex 3
ttcc666/DatabaseMcpServer 37 Claude Code, Codex, OpenCode 2 2,335 tok
Orenoid/harness-kanban A cloud-based kanban tool for managing fully containerized coding agents that run 24/7 to 37 Claude Code, Codex, OpenCode 2 7,708 tok
dualeai/seek Ranked local search for AI coding agents. Search the current Git worktree, selected paths, 37 Claude Code 2 1,648 tok
AustinKelsay/nostr-mcp-server A Model Context Protocol (MCP) server that provides Nostr capabilities to AI agents 37 Claude Code 1 727 tok
kasuken/vscode-copilot-insights marketplace.visualstudio.com Understand your GitHub Copilot plan, quotas, and limits at a glance 37 Claude Code, GitHub Copilot 3 1,100 tok
TheGreenCedar/CodeStory CodeStory is a codebase grounding engine that preindexes code into a knowledge graph and e 37 Codex, GitHub Copilot, OpenCode 2 5,637 tok
BoardKit/orchestrator Orchestrator for shared AI agents and documentation synchronization across multi-repo orga 37 Claude Code 4 8,409 tok
git-men/agentstudio agentstudio.cc A sophisticated AI-powered workspace built on top of Claude Code SDK 37 Claude Code 4 4,092 tok
wesselgrift/sveltekit-spa sveltespa.dev A minimal boilerplate for building SPAs with SvelteKit using adapter-static, Supabase Auth 37 Claude Code 1 3,733 tok
eliornl/rolemule eliornl.github.io RoleMule — One mule for every role. Self-hosted AI job companion. Paste a posting (or Chro 37 Claude Code, Cursor 2 10,287 tok
PSPDFKit-labs/nutrient-dws-client-typescript nutrient.io This library provides a type-safe and ergonomic interface for document processing operatio 37 Claude Code, Codex, OpenCode 2 522 tok
learnwithparam/ai-agentic-patterns learnwithparam.com Hands-on AI agentic patterns workshop material for building real AI and web apps. 37 Claude Code, Codex, OpenCode 2 289 tok
d-kimuson/esa-mcp-server An implementation of an esa Model Context Protocol server 37 Claude Code 1 667 tok
opendatahub-io/ai-helpers opendatahub-io.github.io AI Helpers — collections of Skills, Hooks, Agents (compatible with Claude Code, Cursor and 37 Claude Code, Codex, OpenCode 2 1,554 tok
liuyingxuvka/Khaos-Brain A local predictive experience layer where AI agents turn repeated work into inspectable mo 37 Codex, OpenCode 9 4,956 tok
commerce-operations-foundation/mcp-reference-server This is the reference implementation for the mcp server 37 Claude Code 1 1,138 tok
roxybrowserlabs/roxybrowser-mcp-server 37 Codex, OpenCode 1 4 tok
lilklon/UEBlueprintMCP MCP server for AI-assisted Unreal Engine 5.7+ Blueprint manipulation 37 Claude Code 1 2,297 tok
Wirasm/obsidian-claude-code onsidian plugin for claude code 37 Claude Code 1 1,181 tok
guoliang1114-boop/AriaAI aria.d2cgo.co Open-source agentic workspace for professional knowledge work with project memory, client 37 Codex, OpenCode 1 531 tok
datenoio/iterabledata Iterable Data is a Python library for reading and writing data files row by row in a consi 37 Claude Code, Codex, Cursor, OpenCode 10 2,397 tok
Altinity/altinity-mcp Model Context Protocol server to use ClickHouse® databases in your AI agents 37 Claude Code 3
sacenox/mini-coder sacenox.github.io A good idea 👾 37 Claude Code, Codex, OpenCode 2 1,009 tok
bitpanda-labs/bitpanda-mcp Official Bitpanda MCP server 37 Claude Code 1 1,161 tok
Snowflake-Labs/snowflake-ai-kit Snowflake AI Kit: Cortex Code plugin for automatic Snowflake routing, envelope-based permi 37 Claude Code, Codex, OpenCode 1 929 tok
olgasafonova/SkillCheck-Free Validate Claude Code skills against the agentskills specification (Free tier) 37 Codex, OpenCode 1 1,229 tok
rvk7895/llm-knowledge-bases Claude Code plugin for building LLM-maintained Obsidian wikis from raw research — compile, 37 Claude Code 1 327 tok
tonkotsuboy/x-impact-checker AI agent skill to analyze X (Twitter) posts for viral potential using the actual recommend 37 Claude Code 1 506 tok
neopen/video-clip-agent clip.helpenx.com AI-driven video mashup agent: analyze, filter, trim, and composite multiple videos based o 37 Claude Code 4 1,211 tok
rizukirr/no-vibe Turn your AI assistant into a tutor. It plans, shows code, reviews, adapts to how you lear 37 Claude Code, Codex, Gemini CLI, OpenCode 6 7,026 tok
littlebearapps/outlook-assistant littlebearapps.com MCP server for Outlook email, calendar, and contacts — let your AI assistant manage your i 37 Claude Code 1 2,369 tok
plasmate-labs/plasmate docs.plasmate.app Browser engine for agents. HTML in, structured Semantic Object Model out. Native MCP and A 37 Claude Code, Codex, OpenCode 3 48,287 tok
hoblin/claude-ruby-marketplace Claude Code plugin marketplace for Ruby and Rails development 37 Claude Code 1 666 tok
quasi/cl-mcp-server Common Lisp REPL Superpower for Agents 37 Claude Code 3 67 tok
wzj998/fluencer-predict-track An anthology of prominent investment influencers: tracks their historical investment predi 37 Claude Code 1
trsdn/mcp-server-ppt PowerPoint MCP server and CLI for safe Microsoft PowerPoint automation via the native COM 37 Codex, GitHub Copilot, OpenCode 17 43,385 tok
mifunedev/openharness oh.mifune.dev 🏗️ Run coding agents in a sandbox, not on your machine. 37 Claude Code, Codex, OpenCode 6 2,015 tok
netlify/context-and-tools 37 Claude Code 2 760 tok
tuo-lei/vibe-replay vibe-replay.com Turn AI coding sessions into animated, interactive web replays 37 Claude Code, Codex, OpenCode 4 8,007 tok
netresearch/file-search-skill Claude Code skill: Fast code and file search using ripgrep, ast-grep, fd, rga, tokei 37 Codex, OpenCode 1 827 tok
calvinw/fl-studio-mcp MCP server enabling LLM assistants to interact with FL Studio's piano roll 37 Claude Code 1 4,648 tok
FranRom/pupila Local-first daily job aggregator. AI review per job via your own LLM CLI, swipe-to-apply t 37 Claude Code, Codex, OpenCode 15 13,872 tok
theogbrand/yoink yoink is an AI agent that removes complex dependencies by reimplementing only what you nee 37 Claude Code, Codex, OpenCode 3 18 tok
n24q02m/better-godot-mcp mcp.n24q02m.com Composite MCP server for Godot Engine -- 17 composite tools for AI-assisted game developme 37 Claude Code, Codex, OpenCode 2 2,466 tok
Vaiz/rust-mcp-server MCP server for development in Rust 37 Claude Code, GitHub Copilot 2 691 tok
SalesforceDiariesBySanket/Copilot-Skills-Salesforce Salesforce Developer and Architect Skills for GitHub Copilot 37 GitHub Copilot 1 2,466 tok
OutlineDriven/odin-claude-plugin outlinedriven.github.io Outline-Driven Development for Claude Code - 46 agents, 25+ skills, diagram-first methodol 37 Claude Code, Codex, OpenCode 2 2,524 tok
evolsb/claude-code-google-workspace ctsheehan.com Multi-account Google Workspace (Gmail, Drive, Calendar, Sheets, Docs) + Slack MCP servers 37 Claude Code 1 1,995 tok
omnigentx/jarvis Omnigentx Jarvis — voice + chat AI assistant powered by Fast Agent (MCP) with Vue dashboar 37 Claude Code, Codex, OpenCode 2 10,665 tok