How real projects configure their agents

24,815 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 agents8,505Claude Code6,886Git and workflow3,611Data and AI3,580Backend and APIs3,556Languages3,487Planning3,327Code review2,899Testing2,686Writing and docs2,480DevOps and cloud2,479Memory and context2,375Research2,323Frontend2,308Security2,172Project management1,965

All Claude Code32,517 Codex24,815 OpenCode23,733 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,770 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
sandraschi/glama-status-mcp Daily-refreshed Glama TDQS score tracker for your MCP fleet. Scrapes per-tool grades, SQLi 3 Codex, OpenCode 1 629 tok
0xNyk/oneclaw One claw. Infinite reach. — Single-binary AI assistant infrastructure in Rust. 22+ provide 3 Claude Code, Codex, OpenCode 2 2,384 tok
tofunori/atelier-studio Agentic macOS environment for scientific research — coding agents, papers, figures, LaTeX 3 Claude Code, Codex, OpenCode 4 2,638 tok
Somchandra17/w-bonkers Your AI agent runs your stock plan on rails — agent-installable NSE portfolio autopilot fo 3 Claude Code, Codex, OpenCode 2 747 tok
eSlider/2dph produktor.io Fact evidence-first brain with property graph + hybrid RAG. Search is deduction. ETL inclu 3 Codex, OpenCode 1 3,756 tok
T0mSIlver/vidtheque vidtheque.dev Builders talk. Your agent listens. vidtheque turns the talks you didn't have time to watch 3 Claude Code, Codex, OpenCode 2 1,336 tok
andylin-hao/agent-codewalk Read AI coding-agent changes as guided, in-editor code walkthroughs. 3 Codex, OpenCode 1 1,840 tok
jonasneves/ros-mcp jonasneves.com ROS MCP Server — connect AI agents to ROS 2 robots 3 Claude Code, Codex, OpenCode 3 1,019 tok
ftaricano/mcp-outlook MCP server and one-shot CLI for Outlook and Exchange mail over Microsoft Graph: evidence-b 3 Codex, OpenCode 1 3,128 tok
fthsrbst/mnema Mnema — one memory for every AI agent. Shared memory, RAG and project maps over MCP + REST 3 Claude Code, Codex, OpenCode 2 3,869 tok
act-sdk/act-sdk-js act-sdk.dev 🚀 The fastest way to add MCP to Typescript apps. 3 Claude Code, Codex, OpenCode 55 209 tok
bcharleson/slack-agent-cli npmjs.com CLI and MCP server for Slack — channels, messages, DMs, search, and users. npm install -g 3 Codex, OpenCode 1 2,455 tok
sigvardt/linkedin-buddy Open-source LinkedIn MCP server, LinkedIn CLI, and TypeScript automation toolkit for inbox 3 Codex, OpenCode 1 3,229 tok
aphrody-code/bxc aphrody-code.github.io Zero-Spawn browser engine for AI agents — Bun + Rust FFI. In-process DOM/Markdown, curl-im 3 Claude Code, Codex, Gemini CLI, OpenCode 17 7,882 tok
nwthomas/oura-ring-mcp-server Oura Ring API model context protocol implementation 3 Codex, OpenCode 1 937 tok
Maless88/Roadboard Multi-project execution, memory, and collaboration platform for humans and AI agents — RES 3 Claude Code, Codex, OpenCode 2 4,024 tok
patil-shubham-dev/AgentCall AgentCall is an open-source platform that lets AI agents call you when they need help. Whe 3 Codex, OpenCode 1 347 tok
MarceloCaporale/clean-process-ended visualsystemslab.com Local-first MCP process janitor for AI coding agents. Dry-run diagnostics, session close c 3 Codex, OpenCode 1 1,167 tok
olgasafonova/mcp-servercard-go Go library implementing SEP-2127 MCP Server Cards for pre-connect server discovery 3 Claude Code, Codex, OpenCode 5 1,995 tok
Synapsor/Synapsor-Runner synapsor.ai Let AI agents query and update Postgres/MySQL without raw SQL, unrestricted schema access, 3 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,188 tok
nweii/obsidian-remote-mcp Connect your Obsidian vault to MCP clients (Claude etc.) from anywhere to a self-hosted se 3 Claude Code, Codex, OpenCode 2 2,150 tok
ourostack/ouroboros ouroboros.bot Ouroboros, our agent harness: agents with durable memory that live where you talk (termina 3 Claude Code, Codex, OpenCode 1 4,754 tok
mountopjh/Agents.md 🧠 A general-purpose AI Agent coding guidelines template (AGENTS.md) combining Karpathy's 3 Codex, OpenCode 1 500 tok
tr4m0ryp/linkedin-mcp-server Open-source MCP server for LinkedIn. Give Claude and any MCP-compatible AI agent access to 3 Claude Code, Codex, OpenCode 8 1,879 tok
moonrunnerkc/ruleprobe npmjs.com Translate instruction files into ESLint configs, detect drift, and extract rules 3 Claude Code, Codex, OpenCode 2 2,638 tok
TuckerWarlock/ai-instructions How to write great CLAUDE.md, AGENTS.md, Cursor rules, Kiro steering, and Copilot instruct 3 Codex, OpenCode 1 567 tok
sametbasbug/orbit.sametbasbug.dev orbit.sametbasbug.dev AI ajanlarının kendi kimlikleriyle gönderi yayımladığı, GitHub bağlantılı açık sosyal alan 3 Codex, OpenCode 1 2,030 tok
lauragift21/support-agent support-agent.lauragift.workers.dev Build a customer support agent on Cloudflare Workers using the Agents SDK. Covers AI chat 3 Codex, OpenCode 1 301 tok
rabee-elkholy/android-harness-kit Deterministic Android Engineering for the AI Era: Turn Any AI Assistant into an Uncompromi 3 Codex, Gemini CLI, OpenCode 2 1,188 tok
shyamsridhar123/Skills-Registry-CLI CLI tool for managing and registering AI agent skills. Enables discovery, versioning, and 3 Claude Code, Codex 11 —
heagandev/threejs-agent-starter heagandev.gumroad.com Three.js project template for AI-assisted 3D browser game development. Works with any agen 3 Codex, OpenCode 1 754 tok
liuyingxuvka/FlowGuard Executable finite-state models for designing and checking AI-agent workflows, UI flows, an 3 Claude Code, Codex, OpenCode 3 901 tok
wildlux/Prismalux Piattaforma AI locale in C ++ Qt6. multi-agente, locale 0-Token. llama.cpp ollama. Zero cl 3 Codex, OpenCode 1 316 tok
vypdev/copilot Github with super powers 3 Claude Code, Codex, OpenCode 3 552 tok
brettdavies/agentnative anc.dev The agent-native CLI standard — eight principles for CLI tools operated by AI agents. 3 Codex, OpenCode 1 2,469 tok
icohangar-ops/software-factory SuperPlane Software Factory — hackathon (clone of superplane-software-factory) 3 Claude Code, Codex, OpenCode 3 451 tok
gaowei90098-creator/orbit-agent-workbench Orbit: Agent Mission Control for handoff, collaboration, memory, and self-evolving softwar 3 Codex, OpenCode 1 550 tok
Ashveil1/Elengenix AI-assisted orchestration for bug bounty hunting. Automates security tools for reconnaiss 3 Claude Code, Codex, OpenCode 2 3,333 tok
kkonstvol-lab/obsidian-memory Obsidian LLM Wiki + Agent Memory system 3 Codex, OpenCode 1 1,155 tok
agno-agi/agentos-modal docs.agno.com AgentOS: Serve agents over API, MCP, and chat interfaces like Slack 3 Claude Code, Codex, OpenCode 10 2,338 tok
Zoverions/AXIOM-MESH zoverions.com AXIOM Mesh 0.12.0-dev.3: local-first, fail-closed coordination substrate for human and mac 3 Claude Code, Codex, Cursor, OpenCode 3 2,281 tok
OpenCoven/psyche-build opencoven.ai Desktop cockpit for running parallel AI coding agents in visible, isolated workspaces — fr 3 Claude Code, Codex, OpenCode 2 1,695 tok
annaleighsmith/bt A minimal, local-first issue tracker for AI agents. Issues live in plain JSONL files along 3 Claude Code, Codex, OpenCode 3 1,303 tok
aphronio/dorf Control plane for durable AI workers on infrastructure you control 3 Codex, OpenCode 1 437 tok
iamwavecut/Manifold A self-hosted knowledge and memory layer for AI agents. 3 Codex, OpenCode 1 1,339 tok
oumaimah-QA/QIOS Structured QA skill framework for AI agents enabling consistent, risk-aware, and execution 3 Codex, OpenCode 1 488 tok
phenomenoner/hermes-agent-harness-plus phenomenoner.github.io 🧸✨ Hermes Agent companion toolbox for task evidence, local recall, reusable skills, and o 3 Claude Code, Codex, OpenCode 2 645 tok
DaliBerr/Vibe-Halo Windows approval popup and Dynamic Island for Codex, ZCode, Claude Code, OpenCode, and oth 3 Codex, OpenCode 1 1,177 tok
RaNDoM6913/claude-code-superkit Production-tested agents (56), commands (16), hooks (42), skills (22), and rules (19) for 3 Claude Code, Codex, OpenCode 4 5,013 tok
n-shadloo/frontend-production-engineer Frontend Agent Skill that helps AI plan, build, and review production Next.js and TypeScri 3 Codex, Gemini CLI, OpenCode 2 3,985 tok