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
zamana-inc/vajra Background coding agent — polls Linear, runs DOT graph workflows, ships PRs 58 Claude Code, Codex 1 —
LaplaceYoung/oh-my-dsh oh-my-dsh: a plugin ecosystem for DSH (DeepSeek Harness)—700+ plugins registered solely th 58 Codex, OpenCode 1 1,089 tok
vlasenkoalexey/tpu_performance_autoresearch_wiki vlasenkoalexey.github.io Wiki built using Karpathy method containing information about TPU performance optimization 58 Claude Code, Codex, Gemini CLI, OpenCode 21 1,427 tok
Teradata/teradata-mcp-server The community development of a MCP server for a Teradata database 58 Claude Code 1 1,780 tok
dcramer/agents 58 Codex, OpenCode 1 289 tok
krusemediallc/Meta-Ads-Spy-Claude-Code-Airtable Pull competitor ads from the Meta Ad Library into Airtable using Claude Code. Paste the re 58 Claude Code 1 1,778 tok
SalesforceCommerceCloud/b2c-developer-tooling salesforcecommercecloud.github.io B2C CLI, VSCode Extension, Skills+MCP, and Tooling SDK for Salesforce Agentforce Commerce 58 Claude Code, Codex, OpenCode 11 3,815 tok
BaLaurent/agent-desktop agent-desktop.site An highly configurable desktop client for your favourite LLM 58 Claude Code 1 5,749 tok
ThirdKeyAI/Symbiont docs.symbiont.dev Symbiont lets teams build production agentic applications where every action is governed, 58 Codex, OpenCode 1 6,595 tok
SouthpawIN/burner-phone youtube.com Skill to control an Android device with an agent 58 Codex, OpenCode 1 1,447 tok
CliMA/CloudMicrophysics.jl clima.github.io GPU-capable cloud microphysics and aerosol parameterizations for the CliMA Earth System Mo 58 Codex, OpenCode 1 1,037 tok
yong076/agent-cat-releases agentcat.app Agent Cat downloads — a free macOS menu bar and Windows tray app that shows Claude Code, C 58 Codex, OpenCode 1 867 tok
davetashner/stringer Accelerates agentic development in legacy codebases. Creates context and backlogs for agen 58 Claude Code, Codex, OpenCode 2 11,928 tok
quantmind/quantflow quantflow.quantmind.com Quantitative finance and derivative pricing 58 Claude Code, GitHub Copilot 8 3,654 tok
IvanMurzak/Unity-AI-ProBuilder ai-game.dev MCP Tools for Unity ProBuilder — model and edit meshes with AI. 58 Codex, OpenCode 1 1,036 tok
TokenRollAI/acplugin Convert Claude Code plugins to Codex, OpenCode, and Cursor formats 58 Claude Code, Codex, Gemini CLI, OpenCode 7 2,904 tok
greenpeas007/tradingview-mcp-jackson AI-assisted TradingView chart analysis — connect Claude Code to your TradingView Desktop f 58 Claude Code 1 1,873 tok
steel-dev/steel-mcp-server steel.dev Cloud Chrome for MCP clients. Read pages that block plain fetches, fill forms, take scree 58 Claude Code 1 457 tok
SquidSec/SquidC5 squidoffense.com Security-first AI-native C5 teamserver (Command · Control · Cognitive · Collaborative · Co 58 Claude Code, Codex, GitHub Copilot, OpenCode 3 5,922 tok
udapy/rust-agentic-skills udapy.github.io Rust Agentic Skills : It transforms general-purpose LLMs into a multi-agentic Rust enginee 58 Codex, OpenCode 1 487 tok
ratacat/claude-skills A collection of Claude skills and tooling for creating them from source materials 58 Claude Code, Codex, OpenCode 2 53 tok
graze-social/cocore co/core is a place where people share the compute they already own to run AI for each othe 58 Claude Code, Codex 5 1,989 tok
LongNgn204/local-coding-agent Local MCP coding agent for ChatGPT Web: run files/commands on your own machine via the Ope 58 Codex, OpenCode 1 913 tok
greluoqixi/cc-switch-web 58 Claude Code 1 2,001 tok
bnomei/tmux-mcp crates.io Lets agents create sessions, split panes, run commands, and capture output with TMUX. 58 Codex, OpenCode 1 665 tok
solana-foundation/solana-developer-platform platform.solana.com Solana Developer Platform API and Dashboard 58 Claude Code, Codex, GitHub Copilot, OpenCode 16 3,575 tok
edwinweber/dbt_duckdb_demo_public Open Source data engineering demo project using dbt, DuckDB, dlt, Dagster and Metabase. 58 Claude Code 6 225 tok
hmohamed01/powershell-expert Claude Code skill for PowerShell development - scripts, tools, modules, and GUIs 58 Claude Code 1 357 tok
e0ipso/strikethroo strikethroo.canpicasoft.com Task management for AI coding assistants 58 Claude Code, Codex, OpenCode 2 1,092 tok
open-gsd/gsd-browser A fast, native browser automation CLI built from the ground up for AI agents, powered by C 58 Codex, OpenCode 1 559 tok
eko24ive/pi-ask npmjs.com Interactive clarification flows for Pi coding agent 58 Codex, OpenCode 1 824 tok
kaisersong/slide-creator A Claude Code skill for generating stunning HTML presentations with AI-powered planning, s 58 Kiro 2 220 tok
unicodeveloper/shannon Skill for Automated Pentesting from Keygraph Shannon 58 Claude Code 1 146 tok
sayanarijit/cottage cottage-cli.pages.dev A modern git based age-encrypted secrets manager for teams. 58 Claude Code 4 —
grafana/mcp-k6 k6 MCP server 58 Claude Code, Codex, OpenCode 2 2,598 tok
judell/bram 58 Claude Code, Codex, OpenCode 4 4,108 tok
Hybirdss/smartest-tv 📺 Control any smart TV with natural language. Play Netflix by name from your terminal. Py 58 Claude Code 1 1,806 tok
AH64-dll/OpenEdit ah64-dll.github.io AI-native video editor driven as a local MCP server. Linux + Windows: ingest, transcribe, 58 Claude Code, Cursor 2 —
non-dirty/imap-mcp IMAP Model Context Protocol server for interactive email processing 58 Claude Code 1 2,218 tok
darwin/supex SketchUp meets AI Agents 58 Claude Code, Codex, OpenCode 4 2,875 tok
lightninglabs/wavelength wavelength.lightning.engineering a toolkit for adding self-custodial bitcoin payments to applications and agents 58 Claude Code, Codex, OpenCode 2 4,048 tok
swarmclawai/andrej-karpathy-skills Karpathy-inspired coding-agent guidelines packaged for Claude Code, Codex, Cursor, Gemini, 58 GitHub Copilot 1 541 tok
RaisFast/raisfast raisfast.com The fastest CMS, easiest to deploy. Single binary, zero dependencies, zero GC. Download an 58 Codex, OpenCode 1 3,768 tok
QinxiangCao/QualifiedCProgramming QCP (Qualified C Programming), a C program verification tool 58 Claude Code, Codex, OpenCode 6 114 tok
kubeflow/mcp-server MCP Server for AI-Assisted Development with Kubeflow Tools 58 Codex, GitHub Copilot, OpenCode 2 2,807 tok
mgifford/accessibility-skills A collection of Claude Skill to mirror https://mgifford.github.io/ACCESSIBILITY.md 58 Codex, OpenCode 1 751 tok
trustabl/trustabl Agent reliability scanner: find and fix agent reliability gaps 58 Claude Code, Gemini CLI 2 6,245 tok
savethepolarbears/google-photos-mcp A Model Context Protocol repository for Google Photos API 58 Claude Code, Codex, Gemini CLI, OpenCode 3 2,110 tok
getsigit/sigit zed.dev A modular on-device inference coding agent. 58 Claude Code, Codex, OpenCode 8 12 tok
yrvelez/qualtrics-mcp-server 58 Claude Code, Codex, OpenCode 2 2,136 tok