How real projects configure their agents

45,053 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 agents8,576Claude Code6,909Git and workflow3,638Data and AI3,577Backend and APIs3,561Languages3,499Planning3,322Code review2,907Testing2,704DevOps and cloud2,498Writing and docs2,488Memory and context2,373Research2,320Frontend2,317Security2,182Project management1,989

All Claude Code32,564 Codex24,947 OpenCode23,868 GitHub Copilot3,726 Gemini CLI2,040 Cursor1,770 Windsurf203 Kiro117

Project Stars Configures Files Always loaded
NeuroverseOS/Neuroverseos-governance neuroverseos.com Deterministic governance engine for AI agents. Enforce rules defined in .md governance fil 2 Codex, OpenCode 1 5,898 tok
ASH1998/excel-mcp mcp to explore excels 2 Claude Code 1 951 tok
pusewicz/cf-mcp cf-mcp.fly.dev MCP server providing documentation tools for Cute Framework 2 Claude Code, Codex, OpenCode 6 2,153 tok
dannyota/banhmi banhmi.danny.vn Evidence-only RAG + MCP server for Vietnamese banking & fintech regulation — exact Điều/Kh 2 Claude Code, Codex, OpenCode 3 3,566 tok
fiam/toolmux Connect terminal workflows and local agents to SaaS tools and remote MCP servers with loca 2 Codex, OpenCode 1 7,546 tok
vcth4nh/idesense MCP server for JetBrains IDEs - gives coding agents the IDE's own indexing, navigation & r 2 Claude Code 1 431 tok
danfking/burnish burnish-demo.fly.dev Swagger UI for MCP servers — explore, test, and visualize any Model Context Protocol serve 2 Claude Code 1 2,344 tok
mrboups/xbrain grooveos.app Self-hostable, MCP-native memory backend for teams of humans and AI agents. A FastAPI serv 2 Claude Code 5 5,300 tok
hyperpolymath/boj-server-cartridges Canonical registry of BoJ capability cartridges — each one a machine-checked ABI, a five-s 2 Claude Code 1 —
selfradiance/agentgate-governed-writefile-demo Smallest outsider-readable proof path through AgentGate + MCP Firewall: governed write_fil 2 Codex, OpenCode 1 108 tok
khamidov17/vpstack VP2026 voice-privacy research toolkit for AI coding agents. Domain-aware markdown skills + 2 Claude Code, Codex, OpenCode 2 3,966 tok
tripplemay/aigcgateway aigc.guangai.ai Unified OpenAI-compatible AI gateway for 10+ providers — with prompt workflows (Action/Tem 2 Claude Code, Codex, OpenCode 4 2,502 tok
ImYourBoyRoy/pyenv-native Native-first, cross-platform Python version manager inspired by pyenv. 2 Codex, OpenCode 1 924 tok
goldenwo/universal-memory Self-hosted, markdown-first memory for LLM agents across devices and sessions 2 Claude Code, Codex, OpenCode 1 221 tok
marianfoo/btp-cf-mcp MCP server for SAP BTP + Cloud Foundry management (read-only PoC) — inspect/manage your BT 2 Claude Code, Codex, OpenCode 2 3,068 tok
jonrad/mcp-terminal-server MCP server that renders interactive xterm.js terminals inline in Claude Code and Claude De 2 Claude Code 1 2 tok
shailesh17/mcp-httpserver-proxy A transparent proxy to bridge a local Model Context Protocol (MCP) server listening over H 2 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 6 1,740 tok
ProjAnvil/Knot AI-powered API documentation hub with MCP integration. Built by AI, designed for AI - enab 2 Claude Code 1 1,954 tok
JSONbored/nightward nightward.aethereal.dev Local-first TUI for auditing AI agent state, MCP config, and dotfiles backup safety 2 Codex 1 —
GeiserX/lynxprompt-vscode VS Code extension for LynxPrompt — browse, pull, and manage AI configuration files (AGENTS 2 Claude Code, Codex, OpenCode 4 2,877 tok
GeiserX/homebrew-lynxprompt Homebrew tap for LynxPrompt CLI 2 Claude Code, Codex, OpenCode 4 2,071 tok
mayankmathur-git/ai-fitness-coach Full-stack AI fitness coach — ingests Garmin data (strength, running, sleep) into Postgres 2 Codex, OpenCode 1 74 tok
eric-rolph/beamng-mcp Local-first MCP server for BeamNG.drive, BeamNGpy, Lua extensions, and GPU vision 2 Claude Code 1 548 tok
himanshu231204/mcp-web-search Production-ready MCP server for web search and page extraction with FastAPI, JSON-RPC /mcp 2 OpenCode 2 —
anivar/redux-saga-skill skills.sh AI agent skill for Redux-Saga — 25 rules: effects, fork model, channels, RTK integration. 2 Codex, OpenCode 1 3,440 tok
arinelliquebec/cerebro-amigo arinelli.com Clinical SaaS for psychiatry — multi-tenant PostgreSQL with row-level security, immutable 2 Claude Code, Codex, OpenCode 7 8,912 tok
ezocomp118-source/twiko twiko.ai Self-hosted AI agents with their own computers — browser, terminal, files, and long-term m 2 Claude Code, Codex, OpenCode 2 247 tok
sandraschi/discord-mcp Discord bot bridge via FastMCP — guilds, messages, moderation, RAG search, agentic workflo 2 Claude Code, Codex, Cursor, OpenCode, Windsurf 5 1,096 tok
Anbu-00001/Sentinel-AIOps huggingface.co A production-grade AIOps framework focused on model integrity and autonomous reliability. 2 Codex, OpenCode 1 520 tok
pulseengine/mcp Rust framework for building Model Context Protocol servers and clients. Published to crate 2 Claude Code, Codex, OpenCode 2 1,468 tok
KingEmma7/cursor-os Make Cursor project-aware with repo-level rules, memory, workflows, verifier agents, and l 2 Codex, OpenCode 1 418 tok
noHairMan/nhm-agent This is an Agent platform infrastructure built from scratch, based on FastAPI and LangGrap 2 Codex, OpenCode 1 309 tok
wrm3/cursorrules_siliconvalley make your cursor agent respond like a random Silicon Valley character, to help brighten yo 2 Cursor 1 1,580 tok
Claudedidthis/claude-my-network-engineer A work-in-progress open-source AI network engineer for UniFi, built as a working laborator 2 Claude Code 6 1,470 tok
albertik322-sudo/mcp-control-plane Open-source MCP 2.0 control plane for Windows, homelab, Docker, MikroTik, Home Assistant, 2 Claude Code, Codex, OpenCode 3 163 tok
Coding-Dev-Tools/vscode-schemaforge VS Code extension for SchemaForge — live schema preview, quick convert, diff, and format d 2 Codex, OpenCode 1 313 tok
bradleybeatz1313/awesome-agents-md agents.md The Rosetta Stone for AI coding agents — production configs for every popular stack 2 GitHub Copilot 1 521 tok
PyroDonkey/vexic vexic.dev A persistent memory layer for AI agents 2 Claude Code, Codex, OpenCode 2 5,340 tok
YZDame/geogebra-mcp-server Independent GeoGebra MCP server for geometric construction, plotting, CAS, and .ggb export 2 Codex, OpenCode 1 438 tok
Jeny-Liu/claude-code-biology-research ?? A comprehensive guide to using Claude Code as an AI-powered assistant for computational 2 Claude Code 1 —
MohibShaikh/mcp-uplift mohibuddin.com Run legacy MCP stdio servers behind the 2026-07-28 protocol. Translates the removed initia 2 Claude Code, Codex, OpenCode 2 3,468 tok
Huguet57/.cursorrules Cursor rules for agentic capabilities 2 Cursor 1 217 tok
dev-lou/PixelPilot Stop AI slop. 91+ rules that force Cursor, Copilot & Windsurf to write unique, production- 2 GitHub Copilot 92 327,604 tok
iamironz/ai-config-bundle My collection of AI configurations: RAG rules, coding best practices, and custom commands 2 Codex, OpenCode 1 276 tok
abhilash-m96/agentic-coding-workflow agentic-coding-workflow.pages.dev 2 Codex, OpenCode 1 1,342 tok
superposed-labs/fluxion-bus Local-first MCP gateway for delegating scoped tasks across Codex, Claude Code, and Antigra 2 Claude Code, Codex, OpenCode 2 1,604 tok
JeerasakAnanta/pixel-agents-web-ui Pixel art office where your Claude Code agents come to life as animated characters — stand 2 Claude Code 1 6,857 tok
joeszilagyi/Upkeeper Local Codex control plane for unattended repo upkeep, bug repair, self-auditing, and evide 2 Codex, OpenCode 1 3,280 tok
grloper/Blaze grloper.github.io Experimental Rust incremental runtime and Cranelift JIT with executed local hot-swap workf 2 Claude Code, Codex, OpenCode 6 1,853 tok
axelfreeman/b2b-contact-finder-guides tapacapi.com Complete guides for finding B2B contacts: email finders, Discord scrapers, Telegram contac 2 Codex, OpenCode 1 1,101 tok