How real projects configure their agents

32,517 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
tristan-mcinnis/PPT-Translator-Formatting-Intact-with-LLMs A powerful PowerPoint translation tool that preserves all formatting while translating con 33 Claude Code 1 —
zcf0508/unplugin-devpilot discord.gg A universal plugin framework for development tools that enables seamless browser-server co 33 Claude Code, Codex, OpenCode 2 236 tok
n24q02m/better-email-mcp mcp.n24q02m.com IMAP/SMTP email for AI agents -- read, send, organize folders, and manage attachments acro 33 Claude Code, Codex, OpenCode 2 3,725 tok
FlyFission/nuclear-grade-context-engineering AI agents now operate with authority. Authority without discipline is how complex systems 33 Claude Code, Codex, OpenCode 2 1,043 tok
codeaashu/claude-code-info claude-code-os.vercel.app Leaked Claude Code source tree, documented: every file under claude/src with generated sum 33 Claude Code, Codex, OpenCode 2 79 tok
mjun0812/python-project-template A simple modern Python project template with uv, Docker, Claude Code, Cursor, devcontainer 33 Claude Code, Codex, OpenCode 4 500 tok
PlateerLab/synaptic-memory pypi.org Knowledge graph + MCP tool server for LLM agents with hybrid retrieval, live DB sync, Kore 33 Claude Code 1 5,735 tok
bikeread/promethos A skills-first framework for agent-system design, governance, evaluation, and evolution ac 33 Claude Code, Codex, Gemini CLI, OpenCode 3 1,474 tok
sfc-gh-dflippo/snowflake-dbt-demo This project demonstrates many of dbt's features when used with the Snowflake Data Cloud 33 Claude Code, Codex, OpenCode 2 10,406 tok
SelfMemory/SelfMemory selfmemory.com Let your memories live forever by passing your knowledge to the next generation with SelfM 33 Claude Code 1 353 tok
timescale/tiger-linear-mcp-server A wrapper around the Linear API for internal LLMs 33 Claude Code 1 226 tok
verygoodplugins/mcp-evernote MCP server for Evernote integration with note management and synchronization 33 Claude Code, Codex, OpenCode 2 5,054 tok
arcadeai-labs/agent-library arcadeai-labs.github.io Agent Library personal knowledge base with a search and retrieval system MCP Server and CL 33 Claude Code 1 4,612 tok
S2thend/cursor-history-mcp npmjs.com MCP server for browsing, searching, and exporting Cursor AI chat history. 33 Claude Code 10 310 tok
Xiaoher-C/agentbnb agentbnb.fly.dev Where AI agents hire AI agents — hiring and coordination infrastructure for the agent econ 33 Claude Code 1 5,397 tok
inference-gateway/adl adl.inference-gateway.com A declarative language for defining AI agents, their capabilities, skills and tools. ADL s 33 Claude Code, Codex, OpenCode 2 1,258 tok
micheltlutz/dev-challenge micheltlutz.me Repository with technical challenges for front-end, back-end and mobile 33 Claude Code, Codex, GitHub Copilot, OpenCode 12 3,095 tok
gilbarbara/agent-hub-mcp A Model Context Protocol (MCP) server that enables communication and coordination between 33 Claude Code 1 5,694 tok
shanraisshan/shanraisshan linkedin.com Software Architect @ disrupt.com | Agentic Workflows - Claude Code / Codex CLI | AI-First 33 Claude Code 30 732 tok
ctoth/research-papers-plugin Research paper collection management plugin for Claude Code, Codex CLI, and Gemini CLI 33 Claude Code 1 253 tok
microsoftgbb/project-nighthawk Nighthawk — AI-powered deep technical research pipeline for Azure Kubernetes Service (AKS) 33 Claude Code, Codex, GitHub Copilot 10 513 tok
entira/archi-mcp Entprise architect assistant 33 Claude Code 1 2,884 tok
haymon-ai/dbmcp dbmcp.haymon.ai Database MCP server for MySQL, MariaDB, PostgreSQL, and SQLite - with builtin PII redacti 33 Claude Code 1 3,194 tok
girijashankarj/cursor-handbook Open-source rules engine for Cursor IDE — 110 rules, agents, skills, commands that give AI 33 Claude Code, Codex, OpenCode 2 933 tok
irfansofyana/linkwarden-mcp-server An MCP Server for Linkwarden 33 Claude Code 1 1,528 tok
johnvouros/skillmaxxing A phase-aware operating system for coding agents that helps them explore, ship, harden, an 33 Claude Code, Codex, Gemini CLI, OpenCode 3 294 tok
jordanurbs/venice-video-harness Agent-first Venice-optimized harness for consistent video creation 33 Claude Code, Codex, OpenCode 32 42,421 tok
EvoTestOps/LogLead LogLead performs log loading, log enhancement, log feature engineering, log analysis, log 33 Claude Code 1 1,065 tok
majiayu000/remem majiayu000.github.io Local-first persistent memory for Claude Code & Codex CLI - Rust CLI, hooks, MCP server, S 33 Claude Code, Codex, OpenCode 4 1,478 tok
jtalk22/slack-mcp-server mcp.revasserlabs.com Put your agent inside your Slack. Zero bots, zero admin queues, no Business+ upgrade — 20+ 33 Claude Code 1 —
mehmetnadir/cdpilot cdpilot.ndr.ist Browser automation CLI on raw CDP — no Puppeteer, Playwright or Selenium, 0 npm dependenci 33 Claude Code, Codex, Gemini CLI, OpenCode 3 4,279 tok
pe-menezes/vibeflow vibeflow.run Spec-driven development for AI agents. Define what to build, let the agent build it right. 33 Claude Code, Codex, OpenCode 2 2,183 tok
charles-adedotun/claude-code-sub-agents Minimal Claude Code bootstrapper that installs an agent-architect for project-specific sub 33 Claude Code 4 76 tok
dynatrace-oss/dynatrace-managed-mcp An MCP server for self-hosted Dynatrace Managed platform 33 Claude Code, GitHub Copilot 2 2,151 tok
Ian-stetsenko/lore-protocol Lore: A structured knowledge protocol for AI coding agents — repurposing git commit messag 33 Claude Code 1 1,159 tok
lemaiwo/odata-mcp-proxy 33 Claude Code 1 1,797 tok
raccioly/docguard npmjs.com Audit and enforce canonical project documentation for AI-assisted development. Detect drif 33 Claude Code, Codex, OpenCode 21 4,855 tok
tfcace/hash runhash.dev A POSIX shell with AI in the grammar: type ?? to drive Claude Code, Cursor CLI, Gemini CLI 33 Claude Code 1 1,137 tok
CPLX/flighty-mcp-server MCP server for the Flighty flight tracking app — 12 tools for flights, status, stats, and 33 Claude Code 1 610 tok
akougkas/zulipchat-mcp pypi.org ZulipChat MCP Server - A Model Context Protocol server that bridges AI agents with Zulip C 33 Claude Code, Codex, OpenCode 3 6,999 tok
datarobot-oss/datarobot-agent-skills datarobot.com Bring DataRobot platform capabilities to your coding agents 33 Claude Code, Codex, OpenCode 2 959 tok
fockus/skill-memory-bank fockus.github.io Universal long-term project memory for AI coding agents — Claude Code, Cursor, Windsurf, C 33 Claude Code 1 1,950 tok
robert-malai/anafpy anafpy.readthedocs.io Typed async Python clients + MCP server for Romania's ANAF web services: e-Factura, e-Tran 33 Claude Code 1 9,947 tok
korovin-aa97/talkthrough-mcp pypi.org Recordings in. Agent-ready evidence out. Local-first MCP for transcripts, keyframes, OCR, 33 Claude Code, Codex, OpenCode 3 989 tok
cfongai/higgsfield-content-pipeline Claude Code + Higgsfield as an automated video production studio: 19 skills, prompting pla 33 Claude Code 1 1,742 tok
Mr-Salticidae/knowledge-base Mr. Jumping Spider's public knowledge base of AIGC creation methodology, consolidating reu 33 Claude Code, Codex, OpenCode 2 810 tok
home-operations/yayamlls YAML language server in Go. Schema-driven diagnostics, completion, hover; pluggable render 33 Claude Code, Codex, OpenCode 2 2,942 tok
jkitchin/discopt kitchingroup.cheme.cmu.edu A discrete optimization package with interior point and exterior swagger 33 Claude Code 2 10,142 tok
OpenMANET/OpenVLM Open Voice Link Module for OpenMANET 33 Claude Code 4 2,703 tok
Turki-Sh/Foreman foreman.turkialshuaibi.com A build playbook that turns your coding agent into the foreman of a website build. It inte 33 Claude Code, Codex, OpenCode 1 1,356 tok