How real projects configure their agents

43,636 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 agents7,571Claude Code6,627Data and AI3,684Backend and APIs3,492Languages3,401Planning3,221Git and workflow3,179Code review2,740Testing2,368Memory and context2,365Writing and docs2,309DevOps and cloud2,308Research2,298Frontend2,256Security2,015Productivity1,715

All Claude Code31,984 Codex23,196 OpenCode22,145 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,736 Windsurf133 Kiro79

Project Stars Configures Files Always loaded
gc-victor/supersimple Lightweight OpenCode profile for routine dev work with focused agents, local skills, and c 33 Codex, OpenCode 1 320 tok
vltansky/cursor-chat-history-mcp npmjs.com 33 Codex, OpenCode 1 2,766 tok
sfc-gh-dflippo/snowflake-dbt-demo This project demonstrates many of dbt's features when used with the Snowflake Data Cloud 33 Codex, OpenCode 1 10,406 tok
nwiizo/ccat CLAUDE.md Context Analyzer - A comprehensive tool for analyzing and managing Claude Code m 33 Claude Code 1 823 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
sieteunoseis/mcp-cisco-support Comprehensive TypeScript MCP server for Cisco Support APIs with dual transport support 33 Claude Code 1 11,922 tok
Azure-Samples/pizza-mcp-agents Serverless API and Model Context Protocol (MCP) integration to order pizzas from AI agents 33 GitHub Copilot 4 714 tok
liyecom/liye-ai Agent economic trading market infrastructure. A system used for managing Agents, discoveri 33 Claude Code 1 2,156 tok
frmoretto/clarity-gate clarity-gate.org Stop LLMs from hallucinating your guesses as facts. Clarity Gate is a verification protoco 33 Claude Code, Codex, OpenCode 2 1,163 tok
mb-dev/macos-ui-automation-mcp 33 Claude Code 2 2,511 tok
oomkapwn/enquire-mcp oomkapwn.github.io The #1 Obsidian MCP for AI memory — freshness-aware, cited, local-first and read-only by d 33 Codex, OpenCode 1 3,532 tok
lightweight-component/aj-mcp mcp.ajaxjs.com Simple MCP SDK in Java 8 33 Codex 1
zebbern/agent-collab Run Codex and Cursor as background workers inside Claude Code. Reviews, tasks, and rescues 33 Claude Code, Codex, OpenCode 2 2,358 tok
iliaal/whetstone AI-powered development tools. 19 agents, 22 commands, 32 skills, 1 hook, 1 MCP server for 33 Claude Code, Codex, OpenCode 2 5,661 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
zap-coding-agent/zap-coding-agent zap.justpush.cloud ZAP is a terminal-first, local AI coding agent built in Rust. It uses AST-powered codebase 33 Claude Code 1 294 tok
WHQ25/agent-canvas Excalidraw for AI agents — draw diagrams via CLI. 33 Claude Code 1 2,152 tok
jherr/tanmaxx-17 TanMaxx using 17 TanStack Projects 33 Codex, OpenCode 1 150 tok
KhaledSaeed18/node-express-boilerplate Production-ready Express + TypeScript backend boilerplate with clean layered architecture, 33 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode, Windsurf 6 1,536 tok
ConnorBritain/mssql-mcp-server Enterprise MCP server for SQL Server with 20 tools for schema discovery, data operations, 33 Claude Code, GitHub Copilot 2 1,802 tok
trsdn/markitdown-mcp 📄 Professional MCP server for converting 29+ file formats to Markdown - Perfect for Claud 33 Codex, OpenCode 1 5,197 tok
powerofjinbo/phdtaketaketake Connection-first PhD advisor matcher — find the right advisor by network strength, not h-i 33 Codex, OpenCode 1 697 tok
grcengineering/companion grc.engineering The GRC Companion turns vendor reviews, audit walkthroughs, questionnaires, policy work, c 33 Codex, OpenCode 1 322 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 3 802 tok
kage-core/Kage kage-core.com Persistent, verified memory for coding agents — so they stop re-explaining your codebase a 33 Claude Code, Codex, OpenCode 2 2,407 tok
TeneoProtocolAI/teneo-skills Teneo Protocol AI agent skills for Claude Code and AI coding assistants 33 Claude Code, Codex, OpenCode 2 3,991 tok
gilbarbara/agent-hub-mcp A Model Context Protocol (MCP) server that enables communication and coordination between 33 Claude Code 1 5,694 tok
nirholas/bnbchain-mcp nirholas.github.io Developer tools for AI crypto agents 🛠️ Build apps with DeFi trading, DEX swaps, smart c 33 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 7,816 tok
Dayoooun/hwpx-mcp npmjs.com An MCP server for reading and writing Korean documents (HWPX) — 125 tools. npm: @kimdayoun 33 Claude Code, Codex, OpenCode 2 2,219 tok
gambletan/cortex gambletan.github.io Memory for AI agents that never leaves your device. Local-first, end-to-end-encrypted, zer 33 Claude Code 4
hugoguerrap/crypto-claude-desk Multi-agent cryptocurrency intelligence system built with Claude Code. 6 AI agents, 66 MCP 33 Claude Code 1 3,639 tok
pvliesdonk/markdown-vault-mcp pvliesdonk.github.io Generic markdown collection MCP server with FTS5 + semantic search, frontmatter-aware inde 33 Claude Code, Codex, OpenCode 2 5,441 tok
ninihen1/power-automate-mcp-skills GitHub Copilot agent skills for Power Automate via FlowStudio MCP — build, debug, and oper 33 Gemini CLI 1 215 tok
pjt222/agent-almanac pjt222.github.io Agent Almanac — a curated reference of executable skills, specialist agents, and teams for 33 Claude Code 1 16,047 tok
signerlabs/shipswift-skills 33 Claude Code 1 394 tok
DeployFaith/hermes-bible-skill Community knowledge base skill for Hermes Agent — 169 pages of docs, 25+ real-world flows, 33 Codex, OpenCode 1 680 tok
RafaelGorski/Problem-Based-SRS rafaelgorski.github.io An Agent Skill to use Problem-Based Software Requirements Specification (SRS) method in yo 33 Claude Code, Codex, GitHub Copilot, OpenCode 3 12,019 tok
Byte-n/larkDocx2md Export Feishu (Lark) documents to Markdown, including drawing data within documents. AI-fr 33 Claude Code, Codex 1
yutongcai0628/career-planning-skill Let's jointly explore your career path! A continuous career-planning Skill for multi-Agent 33 Claude Code, Codex 1
qualixar/skillfortify pypi.org First formal security scanner for AI agent skills & plugins. Static analysis, supply chain 33 Codex, OpenCode 1 656 tok
hyperb1iss/hyperskills hyperbliss.tech My collection of agent skills for a variety of tasks 33 Claude Code, Codex, OpenCode 2 2,484 tok
BatterWorks/Hatchdoor hatchdoor.battercloud.cc Self-hosted, agent-native web app and MCP server for your Obsidian-style Markdown vault. B 33 Codex, OpenCode 1 1,907 tok
serkansmg/smg-claude-memory-mcp Production-grade vector memory MCP server for Claude Code. Semantic search, per-project is 33 Claude Code 1 397 tok
ironystock/agentic-obs agentic-obs: A Model Context Protocol (MCP) server that provides AI assistants with progra 33 Claude Code 1 1,989 tok
adamzhang1987/kingdee-k3cloud-skill adamzhang1987.github.io Kingdee MCP companion Skill (Kingdee K3Cloud Skill) — injects Kingdee Cloud Galaxy form fi 33 Claude Code 1 439 tok
ghostapp-ai/ghost ghostapp-ai.github.io The Private Agent OS — search files, run AI agents, connect to 10,000+ tools via the compl 33 Claude Code, GitHub Copilot 2 14,095 tok
claude-dev-suite/claude-dev-suite Specialized agents, MCP servers, skills, and a visual dashboard for Claude Code. MIT. 33 Claude Code 1 7,705 tok
chisomobanzi/Serpentine3D chisomobanzi.github.io Open-source NURBS surface modeller — a Rhino-style freeform modeller on the OpenCASCADE ke 33 Claude Code, Codex, OpenCode 6 664 tok
vinvcn/addyosmani-agent-skills-zh This repository is the Simplified Chinese localization of addyosmani/agent-skills. 33 Claude Code, Codex, Gemini CLI, OpenCode 3 2,325 tok