How real projects configure their agents

32,552 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 agents8,564Claude Code6,906Git and workflow3,633Data and AI3,578Backend and APIs3,558Languages3,494Planning3,322Code review2,906Testing2,695DevOps and cloud2,496Writing and docs2,489Memory and context2,375Research2,320Frontend2,312Security2,181Project management1,980

All Claude Code32,552 Codex24,920 OpenCode23,840 GitHub Copilot3,723 Gemini CLI2,039 Cursor1,771 Windsurf202 Kiro117

Project Stars Configures Files Always loaded
tenondecrpc/cc-statusline Claude Statusline: a lightweight Bash + jq statusline for Claude Code with model, context, 11 Claude Code, Codex, OpenCode 2 2,734 tok
caixiaoshun/claudex Bridge Claude Code to ChatGPT Codex via a local Anthropic-compatible proxy. 11 Claude Code 1 —
patwalls/headroom headroom.walls.sh Your Claude Code usage, live in the menu bar — session + weekly % , color-coded. Zero conf 11 Claude Code 3 —
foxtrottwist/shortcuts-mcp lawrencehorne.com TypeScript MCP server that connects Claude to your macOS Shortcuts. See your available sho 11 Claude Code 1 1,207 tok
spences10/claude-code-analytics 👀 Local-first analytics and statusline for Claude Code - capture sessions, tool calls, co 11 Claude Code 1 132 tok
bostonaholic/team team.bostonaholic.dev You have been made tech lead. Your team never sleeps. 11 Claude Code, Codex, OpenCode 5 3,963 tok
IdraDev/Diagrammer 📐 A minimal viewer for LLM-authored diagrams. Local-first, schema-driven, no account, no 11 Claude Code, Codex, OpenCode 2 573 tok
oborchers/mcp-server-pacman drborchers.com A Model Context Protocol server that provides package index querying capabilities. 11 Claude Code 1 407 tok
xinthink/reader-mcp-server Connect your Readwise Reader library to LLMs. 11 Claude Code 1 707 tok
croakingtoad/context-engineering-mcp locomotive.agency Automated Context Engineering MCP Server for creating high-quality Product Requirements Pr 11 Claude Code 1 407 tok
yaniv-golan/mcp-bash-framework Portable Bash-only framework for building stdio Model Context Protocol (MCP) servers with 11 Claude Code, Codex, OpenCode 2 1,603 tok
justincastilla/kitsap_commute_MCP_py learning MCP through creating a commute assistant in Western Washington 11 Claude Code 1 1,856 tok
josortmel/EcoDB Collective AI memory for multi-agent teams. 10-stage GAMR search engine, knowledge graph ( 11 Claude Code 1 24,865 tok
Hyperyond/Hover gethover.dev Open-source Vibe Testing suite: an MCP server for the coding agent you already run, a VS C 11 Claude Code 1 5,049 tok
kurone-kito/idd-skill 🤖 An automated setup kit for implementing loop engineering based on issue-driven developm 11 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 25 124,987 tok
Dexter-DAO/dexter-mcp Source for the hosted Dexter and OpenDexter MCP runtimes, including OAuth-bound Wallet, x4 11 Claude Code, Codex, OpenCode 2 1,803 tok
elbruno/ElBruno.MempalaceNet MemPalace.NET — local-first AI memory in .NET (port of MemPalace) 11 Claude Code, Codex, GitHub Copilot 5 2,605 tok
imphillip/gbrain-openclaw Personal knowledge brain for OpenClaw — SQLite + FTS5 + vector embeddings, MCP-native. 11 Claude Code 1 1,234 tok
ConflictHQ/navegador navegador.dev AST + knowledge graph context engine for AI coding agents 11 Claude Code, Codex, OpenCode 2 1,082 tok
hrishikeshdkakkad/fluidbox fluidbox-cloud-dashboard.vercel.app Enterprise Control plane that runs AI agents in governed and disposable sandboxes 11 Claude Code 1 15,542 tok
pr1m8/haive-mcp pypi.org Dynamic MCP integration for AI agents — search 1,960+ servers, install with HITL approval 11 Claude Code, Codex, OpenCode 2 3,311 tok
wakaka6/claude-code-relay A high-performance Claude Code relay service implemented in Rust. Supports multi-platform 11 Claude Code 1 64 tok
tortastudios/python-ai-guardrails-template tortastudios.com Engineering guardrails for AI-generated Python code. Enforces types, tests, complexity lim 11 Claude Code 3 984 tok
sane-apps/SaneProcess saneapps.com Workflow guardrails for coding agents and LLM-assisted development: AGENTS.md, native hook 11 Claude Code, Codex, GitHub Copilot, OpenCode 9 4,293 tok
synadia-ai/synadia-agents-labs Learn to build NATS-native AI agents with the Synadia Agent Protocol - small, runnable SDK 11 Claude Code 1 4,100 tok
max-rousseau/codeforge-mcp A Programmatic Tool Calling MCP Server allowing AI agents to build and (re)use their own A 11 Claude Code 1 716 tok
Shangri-la-0428/oasyce_psyche psyche.oasyce.com AI-first subjectivity kernel for agents — persistent emotional state, relation dynamics, a 11 Claude Code, Codex, OpenCode 2 2,091 tok
AstraBert/scpr Web scraper CLI and MCP built for human and coding agents 11 Claude Code 1 —
paiml/ruchy-book paiml.github.io The official book for the Ruchy language 11 Claude Code, Gemini CLI 2 10,856 tok
PieceOfFall/jdbg Debug Java like an agent: persistent runtime sessions, safe JDI inspection, jdb fallback, 11 Claude Code, Codex, OpenCode 2 7,567 tok
ESJavadex/ree-mcp skool.com MCP para la API de Red Electrica Española 11 Claude Code 1 4,581 tok
enmanuelmag/heimdall-mcp stack.cardor.dev Transparent MCP proxy with OpenTelemetry tracing. Wrap any MCP server and persist traces t 11 Claude Code, Codex, OpenCode 8 1,444 tok
gesh75/multivendor-ai-network-lab gesh75.github.io 26-device multivendor lab with risk-gated auto-remediation and RFC 6241 confirmed-commit r 11 Claude Code 1 1,901 tok
EliBarak12/Elliot elibarak12.github.io Elliot - build by Agents for Agents 11 Claude Code 4 1,136 tok
denoslab/starfish-fl Starfish-FL is an essential component of the STARFISH project. It focuses on federated lea 11 Claude Code 1 1,838 tok
Nam-Cheol/namba-ai velog.io Prompt refinement and workflow orchestration for Codex: turn vague ideas into scoped goals 11 Claude Code, Codex, OpenCode 27 1,571 tok
ImitationGameLabs/aifed A text editor designed for AI agents. 11 Claude Code, Codex, OpenCode 2 644 tok
Samin12/claude-command-center-beta The command center for your AI agents 11 Claude Code, Codex 4 163 tok
Luxuzhou/skill-monitor-plugin Claude Code skill health dashboard - security scan, token cost, budget analysis, hook conf 11 Claude Code 1 132 tok
ivy00johns/Skill-Madness Skill-Madness — all the skills, all the agents, all the chaos. 11 Claude Code, Codex, OpenCode 2 2,595 tok
Azure/sap-automation-bootstrap Bootstrap repo for SDAF 11 Claude Code, GitHub Copilot, Gemini CLI 3 568 tok
hydrolix/mcp-hydrolix An MCP server for Hydrolix 11 Claude Code 3 301 tok
productdevbook/devir Dev Runner CLI - Terminal UI for managing multiple dev services with colored logs, filteri 11 Claude Code 1 625 tok
cicbyte/forks Local Git repository manager and mirror acceleration tool with a Web UI for managing repos 11 Claude Code 1 1,385 tok
MH4GF/rulens npmjs.com No more maintaining coding guidelines. Your linter rules to AI instructions, instantly. 11 Claude Code 3 1,564 tok
rossoctl/examples ⚠️ DEPRECATED — archiving 2026-11-02. Sample Agents and Tools for Rossoctl platform 11 Claude Code 15 1,136 tok
hackerzhuli/unity_code_mcp unitycode.hackerzhuli.com Unity Code MCP is a MCP server that enables AI agents to work on Unity project autonomousl 11 Claude Code 1 550 tok
Pluggentipsar/llm-knowledge-base AI-driven kunskapsbas med Claude Code + Obsidian. Inspirerad av Karpathys LLM Knowledge Ba 11 Claude Code 1 657 tok
conversionfactory/agent-config Global Claude Code and AI agent configuration 11 Claude Code, Codex 1 —
simonsysun/seeklink SeekLink — hybrid semantic search for markdown vaults. Four-channel RRF fusion, MLX rerank 11 Claude Code, Codex, OpenCode 2 1,709 tok