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
appeeky/ua-skills appeeky.com Agent skills for mobile app paid growth powered by real-time data with APPEEKY MCP. 74 Claude Code, Codex, OpenCode 2 521 tok
aigorahub/herdr-lantern aigorahub.github.io Lantern, by Elves. A Herdr plugin: the herd is in the field; Lantern illuminates who needs 74 Codex, OpenCode 1 638 tok
StringKe/claudex claudex.space Multi-instance Claude Code manager with intelligent translation proxy. Use Claude Code wit 74 Claude Code 2 1,287 tok
PrimeIntellect-ai/nano-rlm an rlm-style training harness 74 Claude Code, Codex, OpenCode 2 463 tok
imran-siddique/agent-os imransiddique.com [DEPRECATED] Moved to microsoft/agent-governance-toolkit 74 Codex, OpenCode 1 779 tok
adamsmaka/flutter-mcp 74 Claude Code 1 646 tok
instructa/planr planr.so A small planning layer for agent-built products: Markdown tasks in Git, a CLI, an Agent Sk 74 Codex, OpenCode 1 734 tok
archgate/cli cli.archgate.dev Enforce Architecture Decision Records as executable rules — for both humans and AI agents 74 Claude Code 5 2,612 tok
Dicklesworthstone/eidetic_engine_cli Durable, local-first, explainable memory for coding agents. A Rust CLI memory substrate bu 74 Claude Code, Codex, OpenCode 2 43,353 tok
lwjjike/JSReverser-Strong-MCP Enhanced functionality based on JSReverser-MCP 74 Claude Code 1 796 tok
digitarald/mcp-apps-playground 74 Claude Code, Codex, OpenCode 2 67 tok
BatterWorks/Hatchdoor hatchdoor.battercloud.cc Self-host your Obsidian vaults: a web UI for you, MCP for your AI agents. No Obsidian, no 74 Codex, OpenCode 1 2,735 tok
zk4x/zyx Tensor library for machine learning 74 Codex, OpenCode 1 3,354 tok
cjhyy/codeshell An open-source AI coding assistant for your terminal, inspired by Claude Code. Interact wi 74 Claude Code, Codex, OpenCode 2 88 tok
cchao123/skills-manager cchao123.github.io A package manager for AI agent skills with cross-agent sharing, sync, and deployment. 73 Codex, OpenCode 1 1,272 tok
asmyshlyaev177/test-proxy-recorder test-proxy-recorder.dev Record & replay API responses for Playwright E2E tests — SSR proxy + browser HAR + WebSock 73 Claude Code, Codex, OpenCode 3 3,311 tok
nishit-g/tokovo tokovo.io AI-native studio for multi-device shows that happen inside phones. 73 Claude Code, Codex, OpenCode 5 1,083 tok
Ylsssq926/relic.skill Everything can be Relic — Give your soul a GitHub | Universal Digital Immortality Engine � 73 Codex, GitHub Copilot, OpenCode 2 329 tok
maxjb-xyz/blackbox blackboxd.dev The Forensic Journal for your Infrastructure. Written in Go for maximum impact with minima 73 Claude Code 1 480 tok
bigdevsoon/100-days-of-code bigdevsoon.me 100 Days of Code | Daily Challenges | Beautifully Crafted Designs | Created for Full-stack 73 Codex, OpenCode 1 737 tok
aantich/oneringai oneringai.io One lib to rule them all (gen ai) 73 Claude Code, Codex, OpenCode 2 13,770 tok
AgentlyHQ/use-agently use-agently.com The way AI coordinates and transacts. Routing and settlement layer for your agent economy. 73 Claude Code, Codex, OpenCode 5 3,133 tok
bahdotsh/indxr A fast codebase indexer and knowledge wiki for AI agents. 73 Claude Code, Cursor 4 3,890 tok
SquareWaveSystems/squarebox A curated set of modern CLI/TUI tools and AI coding assistants in a container. Batteries i 73 Claude Code 1 1,894 tok
apache/camel-kamelets camel.apache.org Apache Camel Kamelets Repository 73 Claude Code, Codex, OpenCode 2 3,826 tok
Synaptic-Labs-AI/PACT-Plugin Claude Code Agentic Harness 73 Claude Code 1 —
fei0810/bear-research-skills Some of my ideas and methods from academic research work, distilled into Agent Skills and 73 Claude Code 1 793 tok
raystack/compass compass-raystack.vercel.app Compass is a context engine that builds a knowledge graph of your organization's metadata, 73 Claude Code 1 620 tok
devton/agentic-workflow-blueprint just a way to organize project as skills that chaining workflow executions 73 Codex, OpenCode 1 2,317 tok
faizkhairi/claude-code-blueprint A battle-tested, framework-agnostic reference architecture for Claude Code. Beginner-frien 73 Claude Code, Codex, OpenCode 2 4,144 tok
spranab/brainstorm-mcp npmjs.com A single model's confident answer can still be wrong, so brainstorm-mcp runs multi-round d 73 Claude Code 1 —
ujjwalredd/Dopamine A human-dopamine-inspired AI agent skill that adapts effort, learns from feedback, and del 73 Codex, GitHub Copilot, Kiro, OpenCode 3 2,989 tok
cmer81/open-meteo-mcp npmjs.com A comprehensive MCP server providing access to Open-Meteo weather APIs for Large Language 73 Claude Code, Codex, OpenCode 3 1,027 tok
imdinu/apple-mail-mcp imdinu.github.io Apple Mail MCP server with full-coverage FTS5 body search. Reliable on large mailboxes whe 73 Claude Code 1 5,758 tok
deancourse/agent-skill-lecture-builder youtu.be Provide a theme or Markdown script and generate a single HTML course page through Agent Sk 73 Claude Code, Codex 2 —
bcharleson/linkedincli CLI and MCP server for LinkedIn — 43 commands for profiles, posts, messaging, connections, 73 Codex, OpenCode 1 5,967 tok
JannikWempe/mcp-lexware-office MCP server to interact with Lexware Office 73 Codex, OpenCode 1 246 tok
drobins25/craft darinbuilds.com Craft is a Claude Code plugin that asks you the product questions and works out the techni 73 Claude Code 1 753 tok
remorses/sigillo sigillo.dev Self-hostable secrets management platform. Open source Doppler alternative 73 Codex, OpenCode 1 8,299 tok
StardockCorp/Wireloom A Markdown extension for UI wireframes. 73 Codex, OpenCode 1 11,434 tok
rjwalters/kicad-tools Standalone Python tools for parsing and manipulating KiCad schematic and PCB files 73 Claude Code, Codex, OpenCode 7 4,931 tok
emilsvennesson/opencode-websearch Model-native web search for OpenCode, powered by your provider's built-in search capabilit 73 Codex, OpenCode 1 686 tok
rerun-io/examples-monorepo Holds all the more complex examples in a single monorepo 73 Claude Code, Codex, OpenCode 2 8,727 tok
KuudoAI/amazon_ads_mcp kuudo.com Amazon Ads MCP - Model Context Protocol server for Amazon Advertising API 73 Claude Code, Codex, OpenCode 2 7,789 tok
jhaizhou-ops/pinrule pypi.org Universal AI behavior rule framework — pin your 5-10 rules so AI doesn't drift in long tas 73 Claude Code 1 1,004 tok
HollyZoe/cheatengine-mcp-tcp-bridge TCP-enhanced fork of Cheat Engine MCP Bridge. Connect Cursor, Copilot and Claude AI direct 73 Claude Code, Codex, OpenCode 2 4,513 tok
AceDataCloud/SunoMCP platform.acedata.cloud MCP server for Suno AI music generation, lyrics, and cover workflows via Ace Data Cloud. 73 Claude Code, GitHub Copilot 2 883 tok
transloadit/node-sdk transloadit.com Transloadit's official Node.js SDK 73 Claude Code, Codex, OpenCode 4 3,418 tok
ramakay/claude-organizer AI-powered file organization and context engineering that understands content, not pattern 73 Claude Code 6 —
dcc-mcp/dcc-mcp-core dcc-mcp.github.io MCP and REST control plane for AI agents to operate creative software: shared Rust/Python 73 Claude Code, Codex, OpenCode 2 15,508 tok