How real projects configure their agents

31,977 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 agents7,557Claude Code6,620Data and AI3,682Backend and APIs3,496Languages3,401Planning3,217Git and workflow3,165Code review2,733Testing2,364Memory and context2,364DevOps and cloud2,310Writing and docs2,303Research2,297Frontend2,252Security2,013Productivity1,710

All Claude Code31,977 Codex23,157 OpenCode22,109 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,739 Windsurf129 Kiro79

Project Stars Configures Files Always loaded
pe-menezes/vibeflow vibeflow.run Spec-driven development for AI agents. Define what to build, let the agent build it right. 29 Claude Code, Codex, OpenCode 2 1,217 tok
HaowenHou/AgenticResearchWiki An Agent-native Obsidian wiki + CLAUDE.md skeleton that lets Agent know your project as we 29 Claude Code, Codex, OpenCode 2 836 tok
luisfurquim/wings WINGS is an open-source, simple golang-based platform for front-end web application develo 29 Claude Code, Codex, GitHub Copilot, OpenCode 9 2,431 tok
Belkins/revenue-os vladyslavpodoliako.com From code to customers to cash — The monetization OS for developers. A Claude Code plugin 29 Claude Code 1 1,851 tok
tumf/grafana-loki-mcp Grafana Loki MCP Repository 29 Claude Code 1 866 tok
vectara/vectara-mcp Open source MCP server for Vectara 29 Claude Code 1 936 tok
microsoft/Agent365-dotnet 29 Claude Code, GitHub Copilot 19 4,518 tok
wyattjoh/imessage-mcp A Model Context Protocol server for reading iMessage data from macOS. 29 Claude Code 1 1,141 tok
CooperCyberCoffee/opencti_mcp_server coopercybercoffee.com Natural language interface to OpenCTI threat intelligence. Built with Claude Code for $22 29 Claude Code 1 704 tok
stone-w4tch3r/Figma-Context-MCP framelink.ai MCP server to provide Figma layout information to AI coding agents like Cursor 29 Claude Code 2 1,982 tok
devondragon/MotionMCP MCP Server for Use Motion Task Management System 29 Claude Code, Codex, OpenCode 2 2,173 tok
gexijin/vibe Vibe coding via Claude Code & Codex 29 Claude Code 13 434 tok
charles-adedotun/claude-code-sub-agents Minimal Claude Code bootstrapper that installs an agent-architect for project-specific sub 29 Claude Code 4 76 tok
R0MADEV/lexis Lexical + structural code search MCP server for Claude Code, Cursor, Windsurf and any MCP 29 Claude Code 1 202 tok
vitorbari/mcp-operator Production Kubernetes operator for deploying and validating MCP servers 29 Claude Code 1 2,573 tok
systempromptio/systemprompt-template systemprompt.io AI Governance Infrastructure — local evaluation. The governance layer for AI agents: a sin 29 Claude Code, Codex, OpenCode 3 5,651 tok
pmwl0128/pokemon_champion_agent champion.mpan.top Pokémon Champions Agent Skills set for battle dex, metagame data, exact damage/Speed calcu 29 Claude Code, Codex, OpenCode 2 3,962 tok
NERVsystems/osmmcp OpenStreetMap MCP server providing precision geospatial tools for LLMs via Model Context P 29 Claude Code 1 2,107 tok
miniLV/Plexus minilv.github.io One-click setup for MCP servers, skills, and rules across AI coding agents, including Clau 29 Claude Code, Codex, OpenCode 2 9,480 tok
Fioooooooo/FylloCode fyllocode.cc FylloCode is an open-source desktop application that connects local Coding Agents such as 29 Claude Code, Codex, OpenCode 8 1,008 tok
Daghis/teamcity-mcp Model Context Protocol (MCP) server for JetBrains TeamCity: control builds, tests, agents 29 Claude Code, Codex, OpenCode 2 2,706 tok
0hardik1/awsmux Run one AWS CLI command across hundreds of AWS accounts in parallel. MCP built in for AI a 29 Claude Code, Codex, OpenCode 2 2,650 tok
bobby060/anylist-mcp Unofficial MCP Server for Anylist 29 Claude Code 1 522 tok
schemacrawler/SchemaCrawler-AI-MCP-Server-Usage schemacrawler.com Find out how to use SchemaCrawler AI MCP Server 29 Claude Code 2
nirholas/mcp-notify nirholas.github.io Monitor the Model Context Protocol (MCP) Registry for new, updated, and removed servers. G 29 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 827 tok
nirholas/boosty 29 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 670 tok
mikeshu2001/personal-brain-builder Local-first agent workflow for building private cross-project memory with explicit consent 29 Claude Code, Codex, Gemini CLI, OpenCode 3 348 tok
xyzbit/claude-plugins A collection of the most commonly used and useful Claude Code plugins for daily work, cove 29 Claude Code 1
agent-next/agent-ready agent-ready.org Codebase readiness scoring for autonomous agents — measurable operability standards beyond 29 Claude Code, Codex, GitHub Copilot, OpenCode 4 2,068 tok
putervision/WebCrypt putervision.github.io Zero-dependency Web Crypto suite & Model Context Protocol (MCP) server for AES-256-GCM, RS 29 Claude Code, Codex, GitHub Copilot 6 4,928 tok
robert7/remnote-mcp-server MCP server and CLI for connecting AI agents, OpenClaw/Hermes workflows, local automation, 29 Claude Code, Codex, Gemini CLI, OpenCode 3 2,152 tok
theYahia/WWmcp theyahia.github.io MCP servers for Russian, CIS and non-Western APIs — 46 servers: Russia/CIS, Turkey, Gulf, 29 Claude Code 1 1,574 tok
zhaixin244-wq/fnw A Claude Code plugin for process management from requirement sorting to delivery 29 Claude Code 1 4,298 tok
nancheung/cc-releases Automated mirror of Claude Code offline installers—tracks new releases, verifies SHA256, a 29 Claude Code 1 1,822 tok
RBraga01/Quality-Engineering-Skills rbraga01.github.io 22 quality engineering skills and 8 agents for AI — ISO 9001, IATF 16949, AIAG-VDA FMEA, V 29 Claude Code 1 417 tok
korovin-aa97/talkthrough-mcp pypi.org Recordings in. Agent-ready evidence out. Local-first MCP for transcripts, keyframes, OCR, 29 Claude Code, Codex, OpenCode 3 911 tok
hail-hq/hail hail.so Give your agent a real phone number and an email inbox — in minutes, not days. 29 Claude Code, Codex 3 1,718 tok
SinghAbhinav04/dev-house Give Claude Code a dev team: members you create, on the models you choose, with their own 29 Claude Code 1
mintuz/skills My collection of Claude Code Agents & Skills for web and iOS Development 29 Claude Code, Codex, OpenCode 2 3,671 tok
azmaveth/ex_mcp Model Context Protocol (MCP) and Agent Client Protocol (ACP) client/server library for Eli 29 Claude Code 1 3,053 tok
tale-project/tale tale.dev The Orchestrator for AI Agents — Connect OpenClaw, Hermes Agent, Claude Code, Codex, Curso 29 Claude Code, Codex, GitHub Copilot, OpenCode 7 2,458 tok
KacemMathlouthi/benday benday.kacemmathlouthi.dev Turn your logo into an animated thinking indicator for agent UIs and more. 29 Claude Code 1 1,409 tok
leanprover/lean-beam Claude/Codex skill and local workflow layer for efficient interaction with Lean 4 and Mont 29 Claude Code, Codex, OpenCode 2 1,600 tok
Navyum/chrome-extension-yuque yuque.toolab.top Batch export Yuque documents to local storage. What you see is what you can download. Supp 29 Claude Code, Codex, OpenCode 2 3,561 tok
WatermelonBros/reado reado.watermelon-studio.it 29 Claude Code 1 951 tok
WildChildForLife/lantern A terminal board for the conversations your coding agents leave behind — Claude Code and 29 Claude Code, Codex, OpenCode 2 3,445 tok
stefan-jansen/coding-agent-toolkit Cross-agent workflow toolkit (Claude Code + Codex) — align/plan/ship/handoff verbs with sh 29 Claude Code, Codex, OpenCode 3 1,346 tok
nebius/nebius-physical-ai 29 Claude Code, Codex, Cursor, OpenCode 3 6,118 tok
mareurs/codescout mareurs.github.io High-performance coding agent toolkit MCP server — IDE-grade code intelligence for LLMs 29 Claude Code 1 3,083 tok
certinia/debug-log-analyzer-mcp npmjs.com Apex Log MCP Server - AI-powered Salesforce Apex debug log analysis. Find performance bott 29 Claude Code 4 1,585 tok