How real projects configure their agents

44,931 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 agents8,489Claude Code6,881Git and workflow3,605Data and AI3,580Backend and APIs3,556Languages3,486Planning3,323Code review2,893Testing2,681Writing and docs2,477DevOps and cloud2,477Memory and context2,375Research2,318Frontend2,308Security2,170Project management1,960

All Claude Code32,505 Codex24,785 OpenCode23,702 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,771 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
syncular/syncular syncular.dev Offline-first SQL sync with Typescript and Rust cores 311 Codex, OpenCode 1 2,937 tok
wrale/mcp-server-tree-sitter MCP Server for Tree-sitter 311 Codex, OpenCode 1 823 tok
Trendyol/stove trendyol.github.io Stove: The easiest way of writing e2e/component tests for your back-end app (jvm, go, rust 310 Claude Code 1 —
notoriouslab/doc-cleaner notoriouslab.github.io Convert everyday documents to Markdown — covering 16 formats including PDF, Office, Apple 310 Codex, OpenCode 1 4 tok
geekjourneyx/jina-cli A lightweight CLI tool wrapping Jina AI Reader API for AI Agents. Fetch and parse any URL 310 Claude Code 1 1,931 tok
daydreamlive/DEMON daydreamlive.github.io DEMON: Diffusion Engine for Musical Orchestrated Noise 310 Claude Code, Codex, OpenCode 2 1,627 tok
jin-bo/agentao agentao.cn Local-first, governed AI agent runtime for Python — embed it in your app, or run it as a C 310 Claude Code 1 11,259 tok
blockscout/frontend eth.blockscout.com Front-end application for Blockscout chain explorer 310 Claude Code, Codex 34 —
hezo-ai/hezo hezo.ai Your own team of AI agents. Built to deliver. 309 Claude Code, Codex, OpenCode 2 7,909 tok
musistudio/llms A universal LLM API transformation server 309 Claude Code 1 1,046 tok
vivy-company/aizen aizen.win Bring order to your projects, environments, and day-to-day work. 309 Claude Code, Codex, OpenCode 2 2,191 tok
AtomFlow-AI/MoleCode arxiv.org Molecode presents molecules as code and enables LLMs to operate and reason on chemistry di 309 Claude Code, Codex, OpenCode 2 847 tok
MontrealAI/AGI-Alpha-Agent-v0 montrealai.github.io ♾️ TRANSFORMATIONAL META‑AGENTIC α‑AGI 👁️✨ — Mission 🎯 End‑to‑end: Identify 🔍 → Out‑Le 309 Codex, OpenCode 1 6,944 tok
nurettincoban/ai-prd-workflow nurettincoban.github.io RFC-driven development for AI coding agents: idea or existing codebase → verified PRD → fe 309 Claude Code, Codex, OpenCode 2 442 tok
dorylab/dory getdory.dev AI-native SQL client for humans and agents. Query, explore, visualize, and open agent data 309 Claude Code, Codex, OpenCode 2 2,454 tok
ling-kong-ran/pisper pisper.cc Multi-agent app for parallel sessions, tools, memory, workflows, desktop, terminal, and mo 309 Claude Code, Codex, OpenCode 2 4,178 tok
xiajiajun516/dsh-config-manager DeepSeek Harness (DSH) backup & restore plugin — export, import, migrate and sync your com 309 Codex, OpenCode 1 7,048 tok
newtype-01/obsidian-mcp Obsidian MCP (Model Context Protocol) Server 309 Claude Code 1 2,878 tok
n9e/fe Nightingale frontend 309 Claude Code, Codex, GitHub Copilot, OpenCode 10 5,926 tok
disler/aider-mcp-server Minimal MCP Server for Aider 308 Claude Code 4 —
cyberchitta/llm-context.py cyberchitta.cc Share code with LLMs via Model Context Protocol or clipboard. Rule-based customization ena 308 Claude Code 1 582 tok
lqs/retrotick retrotick.com 💾 Run .exe in browser — x86/ARM emulator with reimplemented Win32/WinCE/Win16/DOS APIs in 308 Claude Code 1 3,091 tok
0xNyk/lacp nyk.dev Local-first policy, evidence, memory, and recovery controls for Claude, Codex, Hermes, and 308 Claude Code, Codex, OpenCode 2 5,478 tok
JaredStewart/coderlm Tree-sitter-powered code indexing server that gives LLM agents precise, on-demand access t 308 Claude Code 1 1,481 tok
NateBJones-Projects/ringer Ringer — parallel AI-agent swarm orchestrator. Ringside — its native mission-control HUD. 308 Claude Code 1 —
Sagit-chu/flvx sagit-chu.github.io FLVX forwarding panel 308 Codex, OpenCode 1 814 tok
squirrelscan/squirrelscan squirrelscan.com The website QA tool for your coding agent. 310+ audit rules across SEO, performance, secur 308 Codex, OpenCode 1 6,473 tok
antithesishq/antithesis-skills AI Skills for Antithesis Users 308 Claude Code, Codex, OpenCode 2 1,025 tok
bikeindex/bike_index bikeindex.org All the code for Bike Index, because we love you 308 Claude Code, Codex, GitHub Copilot, OpenCode 20 5,637 tok
amadad/mirofish-cli Multi-agent AI prediction engine - digital sandbox for scenario simulation (fork of 666ghj 307 Claude Code 1 1,098 tok
yuqie6/ProductFlow draw.devbin.de gpt-image-2 image-generation workbench / Self-hosted workbench for AI copy, posters, image 307 Claude Code, Codex, OpenCode 22 1,190 tok
utilForever/CubbyFlow cubbyflow.github.io Voxel-based fluid simulation engine for computer games 307 Codex, OpenCode 1 4,114 tok
jaytel0/taste taste.jaytel.com Taste skill creation pipeline 307 Claude Code, Codex, OpenCode 2 734 tok
JSONbored/awesome-claude heyclau.de HeyClaude is a curated registry and distribution surface for Claude and AI-workflow assets 307 Claude Code, Codex, OpenCode 2 1,458 tok
opanel-mc/opanel opanel.cn A Minecraft server management panel for Paper / Folia / Leaves / Fabric / Forge / NeoForge 307 Claude Code, Codex, OpenCode 4 2,470 tok
bitwarden/mcp-server bitwarden.com MCP server for interaction with Bitwarden. 307 Claude Code 1 —
captivus/chrome-agent 307 Codex, OpenCode 1 7,123 tok
infinri/Writ infinri.github.io Governance runtime for Claude Code. Enforces workflow gates at tool time, delivers the eng 307 Claude Code 1 —
nicosuave/memex Search Claude Code, Codex, Pi, OpenCode, Github Copilot & Cursor transcripts. Resume sessi 307 Claude Code, Codex, OpenCode 3 67 tok
iamzhihuix/happy-claude-skills 306 Claude Code, Codex, OpenCode 2 948 tok
FradSer/mcp-server-mas-sequential-thinking An advanced sequential thinking process using a Multi-Agent System (MAS) built with the Ag 306 Claude Code 1 1,388 tok
royerlab/napari-chatgpt A napari plugin to process and analyse images with chatGPT! 306 Claude Code 1 1,077 tok
quadrismegistus/prosodic quadrismegistus.github.io Prosodic: a metrical-phonological parser, written in Python. For English and Finnish, with 306 Claude Code 2 11,617 tok
newideas99/ultra-fast-image-gen 2-8B parameter image gen that actually runs fast on your Mac. 14 seconds. No cloud. No GPU 306 OpenCode 1 —
aashaexo/soundshuman 306 Codex, OpenCode 1 499 tok
microsoft/model-mondays microsoft.github.io Model Mondays is a weekly livestream with Discord office hours - to help you navigate the 306 Codex, OpenCode 1 1,008 tok
minmaxflow/mini-kode An educational AI coding agent CLI 305 Claude Code, Codex, OpenCode 2 634 tok
Prorise-cool/Claude-Code-Multi-Agent A next-generation AI programming assistant ecosystem driven by Claude-Code-Multi-Agent. A 305 Claude Code 10 1,622 tok
RunanywhereAI/on-device-browser-agent On-device AI browser automation using WebLLM. No cloud, no API keys, fully private. 305 Claude Code, Codex, OpenCode 2 2,697 tok
echelon-ai-labs/servicenow-mcp MCP Server for ServiceNow 305 Cursor 1 660 tok