How real projects configure their agents

43,652 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 agents7,588Claude Code6,636Data and AI3,676Backend and APIs3,496Languages3,402Planning3,219Git and workflow3,187Code review2,745Testing2,374Memory and context2,364DevOps and cloud2,310Writing and docs2,309Research2,295Frontend2,261Security2,021Productivity1,715

All Claude Code31,998 Codex23,222 OpenCode22,170 GitHub Copilot3,550 Gemini CLI1,918 Cursor1,738 Windsurf137 Kiro80

Project Stars Configures Files Always loaded
lxb12123/prompt-pocket lxb12123.github.io Cross-agent prompt pocket: remember your most-used prompts and pick one to run. Works on C 4 Codex, OpenCode 1 170 tok
ulmentflam/nightly Work while you sleep — a host-native autonomous coding agent that lands draft PRs by morni 4 Claude Code, Codex, OpenCode 2 11,256 tok
watarutmnh/tyme-mcp MCP server for Tyme — control the macOS time tracking app through AI assistants 4 Claude Code, Codex, OpenCode 2 1,112 tok
AdobeDocs/ff-services-docs developer.adobe.com 4 Claude Code, Cursor 12
hyperslack/talkto TalkTo — local-first Slack for AI agents 4 Codex, OpenCode 1 3,174 tok
holetexvn/memgw npmjs.com Shared long-term memory for AI coding agents — one local store for Claude Code, Codex CLI, 4 Claude Code, Codex, OpenCode 2 1,022 tok
2389-research/test-kitchen 2389.ai Parallel exploration of implementation approaches - implements multiple variants simultane 4 Claude Code 1 1,988 tok
fqmyysjjd/agent-feed Turn AI coding chats into a source-controlled workflow: AGENTS.md, rules, skills, verifica 4 Claude Code, Codex, OpenCode 16 2,011 tok
h-wata/kioku-mesh pypi.org Shared memory for AI coding agents, across tools and machines. Local-first SQLite, optiona 4 Claude Code 1 212 tok
lidless-labs/mitre-mcp lidless.dev MCP server for the MITRE ATT&CK knowledge base: map alerts to techniques, profile threat g 4 Codex, OpenCode 1 1,139 tok
rishapgandhi/python-skills AI-SDLC framework of skills, rules, and agent definitions that AI coding agents use to gen 4 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 6 4,061 tok
Yogdunana/deploypilot The AI-native deployment gateway — bridge sandboxed AI IDEs to your infrastructure via MCP 4 Claude Code 1 1,316 tok
LAA-Software-Engineering/terfyn A statically analyzable execution platform for nondeterministic programs, with reviewable 4 Claude Code, Codex, Cursor, OpenCode 5 1,121 tok
SolidKeyAB/logan AI-powered log file viewer and analyzer — handles 14M+ lines with virtual scrolling, MCP a 4 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 5,021 tok
polymind-inc/agent-framework-js npmjs.com A TypeScript implementation of the Microsoft Agent Framework programming model, with seman 4 Claude Code 1 775 tok
pyramidheadshark/claude-scaffold CLI tool that bootstraps a powerful agentic environment for OpenCode — agents, skills, mem 4 Claude Code 43
mohanagy/miftah Local multi-account MCP credential broker 4 Claude Code, Codex, OpenCode 1 1,438 tok
EtienneBBeaulac/workrail workrail.mintlify.app MCP workflow enforcement server -- guides Claude and other AI agents through structured, s 4 Claude Code, Codex, OpenCode 2 7,336 tok
airshelf/mcpfs Mount MCP servers as a filesystem. Plan 9 for the agent era. 4 Claude Code, Codex, OpenCode 2 1,467 tok
like-a-freedom/rusty-intervals-mcp Fast and lightweight MCP server for intervals.icu 4 Claude Code, Codex 2
staticrevolution-com/sr-truenas-mcp staticrevolution.com Hardened MCP server for TrueNAS SCALE. 270 safety-tiered actions over WebSocket JSON-RPC, 4 Claude Code 1 4,691 tok
chevy155/agent-readiness Deterministic repo readiness scanner for AI coding agents. 4 Codex, GitHub Copilot, OpenCode 2 1,999 tok
Hundia/autospec AutoSpec - Your AI development blueprint generator 4 Claude Code, GitHub Copilot, OpenCode 25 2,290 tok
ani3198/threadbase 4 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 785 tok
floytra-dev/ultra-max-token-burner akapust.in Turn dangerously efficient prompts into manager-visible AI work. 4 Claude Code, Codex, GitHub Copilot, OpenCode 3 437 tok
tedwon/agentic-dev-playbook-with-harness Agentic Development Playbook with Harness Engineering 4 Claude Code, Codex, OpenCode 6 1,669 tok
plipowczan/claude-piv-skeleton Universal PIV (Prime-Implement-Validate) methodology skeleton for Claude Code projects 4 Claude Code, Codex, OpenCode 23 864 tok
platinoff/poolAI Madevinc corp thats one guy with cursor ai creating hybrid decentralisating pool grid syst 4 Claude Code, Codex, Cursor, OpenCode 31 4,256 tok
jacson10l/Hermes-Runtime A set of AI governance primitives powered by Hermes_Engineering, designed to address the l 4 Codex, OpenCode 1 223 tok
kevdoran/projector A CLI for managing parallel coding tasks in a poly-repo codebase using git worktrees to cr 4 Claude Code 1 1,251 tok
caioreix/agency-cli CLI tool to browse and install AI agents from The Agency into your preferred agentic tool. 4 Claude Code, Codex 1
feelyourprotocol/website feelyourprotocol.org Ethereum Protocol Explorations Website 4 Codex, Cursor, OpenCode 10 1,671 tok
ellie1004/fantasy-novel-harness An automated fantasy novel writing system based on harness engineering, including illustra 4 Claude Code, Codex, OpenCode 6 7,536 tok
senapati484/stackmint Stackmint is a CLI tool that simplifies the creation of new TypeScript projects. Instead o 4 Claude Code 1 700 tok
yugasun/aiops aiops.yugasun.com Personal agent skills bundle for AI-assisted software development — grill, plan, implement 4 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,391 tok
getmaat/maat Keep docs and AI-agent instructions in sync. Scaffold docs-as-code, generate agent files, 4 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 1,972 tok
KeepThinking007/AI-Coding-Collaboration-Paradigm An AI coding collaboration template for large projects, enabling developers and AI agents 4 Claude Code, Codex, GitHub Copilot, OpenCode 3 3,401 tok
jotyy/stratokit stratokit.pages.dev 4 Cursor 1 420 tok
israads/token-efficient 4 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,836 tok
peerigon/configs Best practice configs for ESLint, Prettier, TypeScript & friends. By Peerigon. 4 Codex, OpenCode 1 1,885 tok
okzero/skillmesh-cli Multi-agent, multi-machine skill sync via any cloud drive. Peer-to-peer, lifecycle-complet 4 Codex, OpenCode 1 384 tok
Zenobia0000/ai-agentic-coding-template_unified 4 Claude Code 9
jacsamell/github-pr-bot AI-Powered GitHub PR Bot 4 Cursor 1 340 tok
jacksmith3888/wuwa-mcp-server A MCP server providing character info query for wuthering waves 4 Claude Code 1 1,923 tok
Blackrose-blackhat/pux pux-site.vercel.app 4 Claude Code, Codex, GitHub Copilot, OpenCode 3 310 tok
sandboard-app/sandboard sandboard.io Coordinate coding agents from a project board. Run tasks in OpenShell sandboxes and review 4 Claude Code, Codex, OpenCode 3 1,347 tok
ffpy/my-mcp-ssh MCP-based SSH tool for LLMs to interact with remote servers. 4 Claude Code 1 910 tok
jasona7/mcp-crontab-server A MCP Server exposing tools for fetching entries and viewing logs 4 Claude Code 1 516 tok
GrimFandango42/Claude-MCP-tools Repo of Claude Desktop MCP tools 4 Claude Code 1 1,254 tok
i74ifa/role-craft designed to automate role creation and permission management in Laravel applications by in 4 Claude Code 1 1,351 tok