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
sergebulaev/tiktok-skills cccrafts.ai TikTok marketing skills for Claude Code and Codex: 3-second video hooks, captions, trend m 34 Claude Code, Codex, OpenCode 2 3,673 tok
awrshift/agent-memory-kit Built-in memory decides what to remember. This one asks. Agent memory as plain files in yo 34 Claude Code 1 594 tok
jonapoul/aktual Unofficial client for Actual Budget - supporting Android and JVM desktop 34 Claude Code 10 1,901 tok
maxyeh0817/Forge Turn a single Claude Code CLI into a full AI development team — with PM, Architect, Fronte 34 Claude Code 17
whtoo/How_to_implment_PL_in_Antlr4 whtoo.github.io A concise tutorial on building a programming language, also serving as an unofficial ANTLR 34 Claude Code, Codex, OpenCode 11 4,269 tok
RuiRomano/powerbi-agentic-mcp-cloud-agent 34 Claude Code, Codex, GitHub Copilot 4 345 tok
jujunjun110/claude-looper A sample workflow for developing with Claude Code running in parallel loops 34 Claude Code 4 143 tok
tristan-mcinnis/PPT-Translator-Formatting-Intact-with-LLMs A powerful PowerPoint translation tool that preserves all formatting while translating con 33 Claude Code 1
tomeraitz/claude-slack-bridge vibki.com MCP server that lets Claude Code pause mid-task and ask a human a question via Slack — the 33 Claude Code 1 501 tok
AppsVortex/arness arness.appsvortex.com Structured AI workflows for Claude Code — from first idea to production deploy. Three plug 33 Claude Code 1 3,527 tok
TheDigitalNinja/mcp-fitbit thedigital.ninja Give your AI assistant access to your Fitbit data for personalized health insights, trend 33 Claude Code, GitHub Copilot 2 2,104 tok
fluttersdk/wind fluttersdk.com Tailwind CSS for Flutter. Utility classes like flex, p-4 and dark:bg-gray-800 compose into 33 Claude Code, GitHub Copilot 10 10,977 tok
Nagarjuna2997/ios-agent-skill nagarjuna2997.github.io Swift source, Apple guides and MCP tools for AI coding agents. Review iOS code, scaffold a 33 Claude Code, Codex, Gemini CLI, OpenCode 7 2,475 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
itsmostafa/gskill 33 Claude Code 1 1,205 tok
dreamiurg/claude-mountaineering-skills Automates mountain route research for North American peaks. Aggregates data from 10+ mount 33 Claude Code, Codex, OpenCode 2 1,504 tok
ggwhite/4x ggwhite.github.io Agentic AI development loop that splits Design, Code, Review, and Test into isolated roles 33 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 8 2,160 tok
arcadeai-labs/mcpx A command-line interface for MCP servers. curl for MCP. 33 Claude Code 1 424 tok
machinesoul11/anti-sycophant-ai-agent-skills Skills that get AI assistants to stop agreeing with bad product ideas by default — pressur 33 Claude Code, Codex, OpenCode 4 1,152 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
nonatofabio/local_faiss_mcp Local FAISS vector store as an MCP server – Agent Memory, drop-in local semantic search fo 33 Claude Code 1 1,676 tok
z0gSh1u/oh-my-writing-skill A content creation assistant built with Claude Agent Skills, supporting user requirement c 33 Claude Code 1 1,839 tok
userFRM/rpg-encoder npmjs.com MCP server that gives AI coding agents semantic understanding of any codebase. Search by i 33 Claude Code 6 807 tok
Impertio-Studio/QGIS-Claude-Skill-Package 19 deterministic Claude Code skills for QGIS/PyQGIS spatial analysis, map creation, geopro 33 Claude Code 1 2,801 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
AIhubmix/skills-repo skills.aihubmix.com One registry, every agent. Browse and share skills across Claude Code, Cursor, Codex, and 33 Claude Code 1
tmchow/illo-characters Community character packs for the illo editorial-illustration agent skill 33 Claude Code, Codex, OpenCode 2 1,761 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
pokutuna/mcp-chrome-tabs 33 Claude Code 1 705 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
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
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
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
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
symfony/ai-mate symfony.com AI development assistant MCP server for Symfony projects 33 Claude Code, Codex, OpenCode 2 2,041 tok
verygoodplugins/mcp-toggl verygoodplugins.com MCP server for Toggl Track integration with intelligent caching and reporting tools 33 Claude Code, Codex, OpenCode 2 3,646 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