How real projects configure their agents

44,969 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 agents8,530Claude Code6,887Git and workflow3,618Data and AI3,582Backend and APIs3,558Languages3,485Planning3,325Code review2,903Testing2,691DevOps and cloud2,482Writing and docs2,481Memory and context2,373Research2,322Frontend2,310Security2,179Project management1,971

All Claude Code32,523 Codex24,842 OpenCode23,761 GitHub Copilot3,723 Gemini CLI2,038 Cursor1,771 Windsurf201 Kiro116

Project Stars Configures Files Always loaded
Hiroki-org/jules-extension marketplace.visualstudio.com VSCode extension for google Jules API 22 Claude Code, Codex, GitHub Copilot, OpenCode 4 3,767 tok
Horosheff/excalibur-blog-cloud-public A Cursor automation plugin for blogging: an SEO/GEO pipeline using subagents, visuals, QA, 22 Claude Code, Codex, Cursor, OpenCode 24 1,751 tok
chenxizhang/m365copilot-mcp M365 Copilot MCP Server - Model Context Protocol server for Microsoft 365 Copilot integrat 22 Claude Code 1 4,202 tok
sapiom/sapiom-js TypeScript / Node libraries 22 Claude Code 4 —
aiproxer/aiproxer Any agent. Any model. Your subscriptions. One proxy. 22 Claude Code, Codex, Kiro, OpenCode 64 15,027 tok
Ron537/DPlex ron537.github.io Mission control for your AI coding agents — run Copilot CLI, Claude Code, and more across 22 GitHub Copilot 1 2,614 tok
powersync-ja/agent-skills powersync.com Official agent skills for PowerSync 22 Claude Code, Codex, OpenCode 2 472 tok
JagjeevanAK/OpenFoodFacts-MCP npmjs.com OpenFoodFacts-MCP is a project for managing, processing, and analyzing food product data u 22 GitHub Copilot 1 139 tok
panbanda/omen panbanda.github.io SAST intelligence for AI agents. Complexity, hotspots, blast radius, and tech debt analysi 22 Claude Code, Codex, OpenCode 2 3,061 tok
las-team/lastest Lastest Visual Regression Testing - Cloud/Self-hosted version 22 Claude Code 2 3,201 tok
l22-io/orchard-mcp MCP server for Apple Calendar, Mail, and Reminders on macOS using native EventKit and Scri 22 Claude Code, Codex, OpenCode 2 1,070 tok
asa-degroff/Porrima porrima.cc A self-hosted, memory-native AI agent framework and cross-platform GUI application. 22 Claude Code, Codex, OpenCode 2 6,283 tok
EndeavorYen/chrome-cdp-ex endeavoryen.github.io Attach a coding agent to the Chrome/Edge/Electron tab you already have open. Cookies stay. 22 Codex, OpenCode 1 1,829 tok
huifer/drug-discovery-skills wellally.tech Drug Discovery Intelligence plugin for Claude Code. AI-powered target validation, competi 22 Claude Code 1 814 tok
machinavitalis/jaxonomy py.jaxonomy.com JAX-native simulation engine for hybrid dynamical systems — block-diagram modeling, ODE/DA 22 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 5 2,254 tok
insung8150/AgentWebSearch-MCP Local WebSearch without API keys - MCP Server for Claude Code, OpenClaw, LM Studio. Parall 22 Claude Code 1 1,300 tok
kylehughes/writing-prose-like-a-human-for-agents A skill and subagent that help AI agents write and edit prose that doesn't read like AI. 22 Claude Code, Codex, OpenCode 2 558 tok
nonz250/ai-rotom npmjs.com Pokemon Champions battle advisor MCP server 22 Claude Code 1 3,588 tok
scszcoder/eCan.ai ecan.ai Privacy-first, AI native agents For E-Commerce (and beyond), create skill (langgraph based 22 Claude Code 1 4,033 tok
Boise-State-Development/agentcore-public-stack boise-state-development.github.io The unofficial full-stack platform for Strands Agents and AWS Bedrock AgentCore. 22 Claude Code, GitHub Copilot, Kiro 40 60,494 tok
briansmith80/claude-code-status-bar briansmith80.github.io Configurable status bar for Claude Code: usage limits with pacing markers, context window, 22 Claude Code 1 14,769 tok
Destrayon/Connapse Self-hosted knowledge base and memory for AI agents. MCP server and REST API with hybrid s 22 Claude Code 7 1,991 tok
bigduu/Bamboo-agent bigduu.github.io Bamboo — a local-first Rust agent harness and runtime with sessions, tools, skills, MCP, s 22 Claude Code, Codex, OpenCode 2 2,398 tok
sotthang/so-agentbar macOS menu bar app that monitors your active Claude Code agent sessions in real-time 22 Claude Code 2 —
TerminallyLazy/Tree-Ring-Memory terminallylazy.github.io Framework-agnostic, local-first memory lifecycle for AI agents: Rust CLI, SQLite/FTS recal 22 Codex, OpenCode 1 1,038 tok
getcargohq/cargo-skills getcargo.ai GTM engineering skills for AI coding agents — build lead lists, find & verify emails, wate 22 Claude Code, Codex, OpenCode 2 327 tok
databricks-solutions/ai-platform-kit AI-powered Databricks platform engineering — provision workspaces, configure Unity Catalog 22 Claude Code, Codex, Gemini CLI, OpenCode 4 1,603 tok
BariBariGood/manzanas manzanas.dapsdev.dev Mac daemon for multi-agent iOS simulator fleet orchestration: leases, warm pools, determin 22 Claude Code, Codex 9 —
star-ga/mind-mem mindlang.dev Persistent AI memory for Claude Code, OpenClaw, and any MCP-compatible agent. BM25F + vect 22 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 6 5,997 tok
daytona/skills An agent skill for creating and running sandboxes on the Daytona platform. 22 Claude Code 1 —
AdamGustavsson/ClaimsMCP An MCP server that extracts claims from a text 22 Codex, OpenCode 1 4,064 tok
KxSystems/kx-skills Public repository for KX AI Plugins and Skills. Implements Claude Marketplace metadata 22 Claude Code 1 —
tripsyapp/cli tripsy.help Tripsy CLI and MCP server for planning trips and managing itineraries, stays, transportati 22 Codex, Gemini CLI, OpenCode 2 3,902 tok
ThinkingAIAgenticEngine/ae-cli CLI tool for ThinkingAI AgenticEngine (AE) platform. Designed for both AI Agent and human 22 Codex, OpenCode 1 4,328 tok
dhq-boiler/Unofficial-VS-MCP Model Context Protocol (MCP) server for Visual Studio 22 Claude Code 1 1,067 tok
Evergreen-Techworks/realm-engine-client realmengine.org Free, open-source hacking platform for Realm of the Mad God (RotMG / Exalt). Autonexus, a 22 Claude Code 2 —
shir-danishyar/humanize Agent skill that removes documented AI-writing patterns — two modes, register awareness, v 22 Codex, OpenCode 1 277 tok
Averyy/fetchaller-mcp fetchaller.com Simple MCP server that allows Claude Code to fetch URLs without permission prompts (includ 22 Claude Code 1 12,238 tok
memtomem/memtomem memtomem.com Long-term memory for AI coding agents, kept as Markdown you own. Hybrid BM25 + vector sear 22 Claude Code 1 1,460 tok
skein-js/skein-js skein.js.org Open-source alternative to LangGraph Platform for TypeScript — self-host your LangGraph.js 22 Claude Code, Codex, OpenCode 4 4,730 tok
Mnemosyne-OS/Mnemosyne-Neural-OS mnemosyne-os.io A control room for AI memory. Your files and conversations become searchable memory any mo 22 Codex, OpenCode 1 2,060 tok
KenTaniguchi-R/ledgr Self-hostable, open-source personal finance app (AGPLv3) 22 Codex, OpenCode 1 2,736 tok
theYahia/tilda-mcp npmjs.com MCP server for Tilda — website builder, page management (Russia). Part of WWmcp — 46 MCP s 22 Claude Code 3 —
securityfortech/hacking-skills Claude Code skills for finding bugs and vulnerabilities — bug bounty, pentest, CTF, code r 22 Claude Code 1 369 tok
rodbv/socratic-skills Claude Code skill: quizzes you on code diffs, specs, and plans to verify understanding bef 22 Claude Code, Codex 2 —
buldezir/Herdglass Native macOS GUI client for remote Herdr servers, with a GPU terminal via libghostty 22 Codex, OpenCode 1 19,454 tok
gvray/gvray-admin react.gvray.com 🚀 Enterprise NestJS Admin Template built with NestJS, Prisma, MySQL, Redis, JWT Authentic 22 Claude Code 1 763 tok
LKQ667/metamath-harness DeepSeek Harness 0.1.1-rc.2 mathematical modeling enhancement suite: external plugins + Pr 22 Codex, OpenCode 1 630 tok
narumiruna/kestrel Android mock GPS app — lock your device location to any coordinate, play back a route auto 22 Codex, OpenCode 1 2,595 tok
dzcorp/FerrisScope A Rust-native, open-source desktop IDE for Kubernetes 22 Claude Code 1 14,135 tok