How real projects configure their agents

32,006 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 agents7,609Claude Code6,644Data and AI3,677Backend and APIs3,502Languages3,403Planning3,220Git and workflow3,193Code review2,743Testing2,377Memory and context2,363DevOps and cloud2,314Writing and docs2,311Research2,293Frontend2,259Security2,022Productivity1,721

All Claude Code32,006 Codex23,251 OpenCode22,198 GitHub Copilot3,552 Gemini CLI1,917 Cursor1,737 Windsurf138 Kiro81

Project Stars Configures Files Always loaded
dsociative/kaiten-cli CLI and MCP server for the Kaiten project tracker 5 Claude Code, Codex, OpenCode 2 2,307 tok
yet-market/yet-sparql-mcp-server 5 Claude Code 1 588 tok
roaming-panda-llc/sequence-mcp MCP server for the Sequence Banking API 5 Claude Code, GitHub Copilot 2 740 tok
tyler-technologies-oss/forge-mcp An MCP server to expose Tyler Forge™ design system and component API documentation to LLMs 5 Claude Code 1 524 tok
mcp-plugins/mcp-proxy-wrapper mcp-plugins.github.io A powerful proxy wrapper for Model Context Protocol (MCP) servers with hooks and plugin sy 5 Claude Code 1 749 tok
oleiade/k6-mcp Experimental MCP server for k6 5 Claude Code 1 2,160 tok
lawwu/mcp-lightcast MCP Server for Lightcast API 5 Claude Code 1 1,635 tok
drewster99/drews-xcode-mcp MCP Server for interacting with Xcode 5 Claude Code 1 4,983 tok
BoundaryML/baml-skills-demo How to integrate SKILLS.md into a BAML agent 5 Claude Code, Codex 2
kulesh/recurgent Recursive agents as skills for model harnesses 5 Claude Code, Codex, GitHub Copilot, OpenCode 3 11,384 tok
shanepadgett/crumbs Extensions, tools, prompts, and skills for Pi coding agent 5 Claude Code, Codex, OpenCode 2 461 tok
kasperjunge/skills My agent skill library 5 Claude Code, Codex, OpenCode 2 3 tok
microsoft/agentic-journeys Plan → Prototype → Reality: Agentic journeys to help you build and deploy applications to 5 Claude Code, Codex, OpenCode 10 2,944 tok
agent-sh/glidemq glide-mq message queue skills for agentsys - greenfield, BullMQ migration, Bee-Queue migra 5 Claude Code, Codex, OpenCode 2 828 tok
Xaviw/skills-manager Agent skills manager: Centralized maintenance, on-demand installation, and automatic synch 5 Claude Code, Codex, OpenCode 14 1,171 tok
e7nd7r/gnapsis Code intelligence graph - MCP server for knowledge management with Neo4j 5 Claude Code 2
cc-deck/cc-setup Interactive CLI to manage MCP servers for Claude Code projects 5 Claude Code 1 307 tok
2389-research/pulse Private journaling and social media MCP server for humans and agents 5 Claude Code 1 728 tok
offtrailstudio/speak-for-the-trees-mcp MCP server for investigating ecosystem health using public environmental data 5 Claude Code 1 204 tok
sedwardstx/demomcp Demonstration of a simple OS and Log Analysis MCP server 5 Claude Code 1 2,516 tok
e0ipso/drupal-bridge-mcp MCP Server for Drupal integration with OAuth authentication and zero configuration 5 Claude Code, Codex, OpenCode 15 2,089 tok
themaximoguys/Max_mcp The most comprehensive Model Context Protocol (MCP) server for IBM Maximo MAS 9 — 175 tool 5 Claude Code 1 2,038 tok
TalonT-Org/AutoSkillit An MCP tool that allows agents to orchestrate other agents with Claude skills, enabling ps 5 Claude Code 22 3,173 tok
zingspark/create-harness-vibe-coding npx scaffold for vibe-coding agentic harness — CLAUDE.md, docs/, .claude skeleton ready fo 5 Claude Code, Codex, OpenCode 4 3,331 tok
Duducoco/skillstash One hub, all agents. A cross-platform CLI to centralize your AI agent skills in a single g 5 Claude Code 1 1,083 tok
lksnext-ai-lab/spec-kit-template Plantilla para especificaciones técnicas en Markdown con agentes/skills Copilot 5 Claude Code, Codex, GitHub Copilot 29 3,565 tok
CIrcui-try/Circuit circui-try.github.io Skill-Based AI Agent Harness Editor 5 Claude Code, Codex, OpenCode 22 772 tok
EvanLee2004/-agent- AI-powered accounting agent for Chinese enterprise standards — skill-based architecture wi 5 Claude Code, Codex, OpenCode 2 2,832 tok
tobemaster56/liam-skills Liam's open-source Agent Skills collection — works with both Claude Code and Codex CLI. 5 Claude Code 1 677 tok
daoleno/wooo-cli All-in-one crypto CLI, your best crypto agent skills partner. 5 Claude Code 1 1,639 tok
shanggqm/data-insight-agent A highly reliable and high-performing data analytics agent that utilizes Claude Code and d 5 Claude Code 2
megumish/jj-skill Agent Skill for jujutsu (jj) version control 5 Claude Code, Codex, OpenCode 2 765 tok
fabao2024/LangGraph_Researcher Repo for the LangGraph Researcher agent, equipped with ADK tools and Skills 5 Claude Code 1 2,195 tok
tn5052/page-agent-skills 5 Claude Code 1
MishraShardendu22/mini-coding-agent CLI with Skills as a mini coding agent. 5 Claude Code, Codex 3
tylerdavis/speak-mcp MCP server for agent-to-user communication 5 Claude Code 1 752 tok
z3z1ma/lookerctl A lightweight CLI and MCP server for automating Looker workflows, CI pipelines, and AI-ass 5 Claude Code 1
UrbanDiver/local-deepwiki-mcp Local, privacy-focused MCP server that generates DeepWiki-style documentation for private 5 Claude Code 1 374 tok
jungvonmatt/agent-toolkit Agent skills, custom prompts, workflows for AI-assisted development 5 Claude Code 5
shellguard/omnifocus-mcp MCP server for OmniFocus 4 on macOS 5 Claude Code 1 376 tok
BlueEventHorizon/Swift-Selena Swift Analyzer MCP Server, with respect to Serena 5 Claude Code, Codex, Gemini CLI, OpenCode 15 4,690 tok
gadenbuie/ds-lab-agent-skills Posit DS Lab: Agent Skills! 5 Claude Code, Codex 3
TypeFox/agent-skills Collection of agent skills for technologies used at TypeFox 5 Claude Code, Codex, OpenCode 2 1,529 tok
boldflight/claude-code-rts-sounds Awesome Claude sounds in one click 5 Claude Code 1 851 tok
jastice/rules_agents Discover and configure agent skills; manage profiles and run agents from Bazel 5 Claude Code, Codex, OpenCode 2 1,963 tok
fellipeutaka/leon 🤖 A curated collection of Agent Skills for AI coding agents 5 Claude Code, Codex, OpenCode 2 380 tok
FilmLightAPI/flapi-dev-mcp Local MCP server that makes Claude an expert FLAPI (FilmLight Baselight) developer 5 Claude Code 1 8,282 tok
iamBrzDev/enterprise-agent-skills Agent Skills for the enterprise backend stack — .NET, Laravel, SQL Server 5 Claude Code, Codex, OpenCode 2 2,554 tok
Tokeii0/memprocfs-skill MemProcFS Agent Skill 5 Claude Code 1
zeeshanhanif/agentic-sdlc-kit Repository for Agent skills that can be used by any AI Agent 5 Claude Code 1 8,451 tok