How real projects configure their agents

23,222 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
fiam/toolmux Connect terminal workflows and local agents to SaaS tools and remote MCP servers with loca 2 Codex, OpenCode 1 7,546 tok
GabrielV-Engineer/AILIENANT Ailienant is a structured engineering agentic OS for VS Code. No vibe coding or unauditabl 2 Claude Code, Codex, OpenCode 2 6,360 tok
nweii/obsidian-remote-mcp Connect your Obsidian vault to MCP clients (Claude etc.) from anywhere to a self-hosted se 2 Claude Code, Codex, OpenCode 2 4,169 tok
tonytanglab/deepseek-harness-relay-mcp Delegate long-running work to DeepSeek Harness from any MCP agent—and monitor it to comple 2 Codex, OpenCode 1 217 tok
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 1 716 tok
aram-devdocs/plumb plumb.aramhammoudeh.com Deterministic design-system linter for rendered websites. CLI + MCP server for AI coding a 2 Claude Code, Codex, OpenCode 25 1,103 tok
goldenwo/universal-memory Self-hosted, markdown-first memory for LLM agents across devices and sessions 2 Claude Code, Codex, OpenCode 1 173 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
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
MadeNavaneeth/palmier-pro-windows Early-stage Windows rebuild of Palmier Pro: an AI-native video editor built with Electron, 2 Codex, OpenCode 3 979 tok
JSONbored/nightward nightward.aethereal.dev Local-first TUI for auditing AI agent state, MCP config, and dotfiles backup safety 2 Codex 1
ourostack/ouroboros ouro.bot TypeScript harness for building personal AI agents with durable memory — agents that live 2 Claude Code, Codex, OpenCode 1 4,754 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
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
mountopjh/Agents.md 🧠 A general-purpose AI Agent coding guidelines template (AGENTS.md) combining Karpathy's 2 Codex, OpenCode 1 500 tok
arinelliquebec/cerebro-amigo arinelli.com Clinical SaaS for psychiatry — multi-tenant PostgreSQL with row-level security, immutable 2 Claude Code, Codex, OpenCode 8 8,351 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
tr4m0ryp/linkedin-mcp-server Open-source MCP server for LinkedIn. Give Claude and any MCP-compatible AI agent access to 2 Claude Code, Codex, OpenCode 8 1,879 tok
sandraschi/discord-mcp Discord bot bridge via FastMCP — guilds, messages, moderation, RAG search, agentic workflo 2 Claude Code, Codex, Cursor, OpenCode 4 599 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
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
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
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
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
SciScend/antigravity-scribe sciscend.com An Antigravity (VSCode) extension that capture agents thinking, tool calls & artifacts to 2 Claude Code, Codex, Gemini CLI, OpenCode 4 32 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
andiupn/andy-universal-agent-rules kuncimu.com 🛰️ Gold Standard AI-Agent coding rules & workspace governance template. Compatible with G 2 Codex, GitHub Copilot, OpenCode 2 1,914 tok
joeszilagyi/Upkeeper Local Codex control plane for unattended repo upkeep, bug repair, self-auditing, and evide 2 Codex, OpenCode 1 2,778 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
sardonic-labs/fiducial Turn any AI coding agent into a KiCad hardware design assistant - instruction library + st 2 Codex, OpenCode 1 1,554 tok
OpenCoven/coven-docs docs.opencoven.ai Official OpenCoven documentation site, built with Fumadocs and MDX. 2 Claude Code, Codex, GitHub Copilot 2 156 tok
howells/scaffold scaffold-drab-eta.vercel.app Opinionated documentation scaffold and project baseline for Howells TypeScript apps, packa 2 Claude Code, Codex, OpenCode 2 714 tok
webteractive/zetty GUI terminal multiplexer built on libghostty with AI agent detection 2 Claude Code, Codex, OpenCode 2 48,452 tok
yunze7373/openclaw-termux OpenClaw Termux Fork - Personal customizations 2 Claude Code, Codex, GitHub Copilot, OpenCode 3 6,822 tok
krayin/agent-skills Krayin CRM Agent Skills 2 Codex, OpenCode 1 807 tok
Mneno-AI/Mneno A memory layer for AI agents and applications that does more than just “remember”; it pres 2 Codex, OpenCode 1 3,120 tok
jmfloreszazo/agent-eval-poc Four deployable reference scenarios to govern GitHub Copilot and custom AI agents like any 2 Claude Code, Codex, OpenCode 4 884 tok
xuanhieu2611/Rivet youtu.be Autonomous software engineering platform. Submit an engineering job, watch a sandboxed AI 2 Claude Code, Codex, OpenCode 2 16,354 tok
LuckyOneTwoThree/keel A keel for human + AI project management. Markdown as the database, Git as the audit log, 2 Claude Code, Codex, Cursor, OpenCode 3 1,924 tok
xmanatee/pub pub.blue 2 Claude Code, Codex, OpenCode 3 421 tok
tmusser/chart-contract Claim-first chart auditing for Python: validate the data, claim, visual choice, provenance 2 Codex, OpenCode 1 269 tok