How real projects configure their agents

43,652 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 agents7,588Claude Code6,636Data and AI3,676Backend and APIs3,496Languages3,402Planning3,219Git and workflow3,187Code review2,745Testing2,374Memory and context2,364DevOps and cloud2,310Writing and docs2,309Research2,295Frontend2,261Security2,021Productivity1,715

All Claude Code31,998 Codex23,222 OpenCode22,170 GitHub Copilot3,550 Gemini CLI1,918 Cursor1,738 Windsurf137 Kiro80

Project Stars Configures Files Always loaded
lacvietanh/akidevrule Aki's rules and skills for UNIFY [Claude, AGY, Grok, Kiro, Ollama,v.v..] packaged for easy 9 Claude Code, Gemini CLI 2 2,007 tok
PIXARTSeu/Synapse Self-improving AI brain for Claude Code & Desktop — 28 MCP tools, 253 skills, collective m 9 Claude Code, Codex, OpenCode 2 7,498 tok
bks-lab/open-bridge bks-lab.github.io Your AI coding agent starts every session knowing your repos, your clients, and how you wo 9 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 7 9,305 tok
Foysal50x/skills Opinionated Laravel engineering skills for AI coding agents. 9 Claude Code, Codex, OpenCode 2 2,095 tok
exmergo/skill-no-em-dashes A Claude Code skill that produces writing with zero em dashes, and, just as important, wri 9 Codex, GitHub Copilot, OpenCode 2 876 tok
muratmirgun/gophers 26 production-grade Go skills for Claude Code, Gemini CLI, and opencode. 9 Claude Code 1 615 tok
fastrevmd-lab/fwskillsshare mechub.org 27 agent skills for firewall and network security work — Juniper SRX design, NAT, VPN, and 9 Codex, OpenCode 1 948 tok
alex-feel/mcp-context-server alexfeel.info MCP Context Server — a FastMCP-based server providing persistent multimodal context storag 9 Claude Code 1 17,293 tok
katareayush/video-captions Claude Code plugin: transcribe a video's speech locally and burn in accurately-timed capti 9 Claude Code, Codex, Gemini CLI, OpenCode 2 494 tok
YuliaNuzhnenko/bioinformatics-agent-skills The #1 open-source collection of scientific AI Agent Skills, tool specifications, and prom 9 Claude Code, Codex, OpenCode 2 435 tok
StringNLPLAB/FlexSQL FlexSQL: Flexible Exploration and Execution Make Better Text-to-SQL Agents 9 Claude Code 1
deevus/tea-skills Agent skills for Gitea/Forgejo issue, pull request, milestone, and label workflows using t 9 Claude Code, Codex, OpenCode 2 993 tok
davidmosiah/wellness-nourish wellness.delx.ai Local-first nutrition MCP for Claude/Cursor: USDA food search, barcode + photo, meal loggi 9 Codex, OpenCode 1 173 tok
HieuAnh87/sentry-selfhosted-mcp hieuanh87.github.io MCP server for self-hosted Sentry: issues, events, releases, users, org stats, and project 9 Claude Code, Codex, OpenCode 2 623 tok
eddmann/strava-mcp MCP server enabling LLMs to interact with the Strava API - activities, segments, routes, a 9 Claude Code, Codex, OpenCode 2 47 tok
dorukardahan/twitterapi-io-mcp npmjs.com TwitterAPI.io MCP server: offline docs (endpoints, pages, blogs) for Claude and other AI a 9 Claude Code, Codex, OpenCode 2 1,138 tok
SiluPanda/pith AI-native task management for humans & agents. MCP-first, CLI-native, self-hosted. Bring y 9 Claude Code 1 610 tok
cwooddgr/bezelbub macOS app that frames device screenshots with Apple product bezels 9 Claude Code 1 3,269 tok
pyranthus-hq/mora Experimental local-first memory CLI for MCP agents: read-only Gmail, calendars, iMessage, 9 Codex, OpenCode 1 842 tok
strikersam/autonomous-ai-agency autonomous-ai-agency.strikersam.workers.dev An AI-powered workforce platform that executes multi-agent tasks with automatic provider f 9 Claude Code, Codex, OpenCode 5 8,644 tok
XAGI-Lab/melra xagilab.com The open-source autonomy kernel MELRA — Modular Execution Layer for Reliable Autonomy. An 9 Claude Code 1 3,354 tok
mlund01/squadron docs.squadron.sh Declarative multi-agent AI workflows in HCL. Single Go binary. Native MCP. Plugins in Go a 9 Claude Code 1 13,350 tok
planetabhi/figma-mcp-server registry.modelcontextprotocol.io A local Figma MCP server. Skill install: npx figma-agent 9 Claude Code, Codex 1
erajasekar/ai-diagram-maker-mcp 9 Claude Code 1
wisflux/docmost-local-mcp npmjs.com MCP server for self-hosted Docmost (Community Edition) — read & write your wiki from Claud 9 Claude Code 1 2,174 tok
BjornMelin/grammarly-mcp MCP server for Grammarly AI detection and plagiarism scoring via Stagehand + Browserbase b 9 Claude Code 1 2,156 tok
flyfish-dev/word-ai AGPL-licensed structure-preserving Word (DOCX) editing MCP server, Codex Skill, and Office 9 Codex, OpenCode 1 823 tok
knowledgestack/ks-cookbook knowledgestack.ai Developer acceleration layer for enterprise RAG + agent pipelines. 32 production-style fla 9 Claude Code 3 1,662 tok
piprail/piprail piprail.com x402 (HTTP 402 Payment Required) SDK + MCP server: let any API charge for itself and any A 9 Claude Code, Codex, OpenCode 14 9,646 tok
Cbrown35/20i-MCP 20i.com 🚀 The first and only Model Context Protocol (MCP) server for 20i web hosting services. 9 Claude Code 1 1,564 tok
karbassi/mcp-loom modelcontextprotocol.io MCP server exposing 58 tools for Loom's GraphQL API. Works with Claude, Cursor, or any MCP 9 Claude Code 1 93 tok
malkreide/swisstopo-mcp MCP server for Swiss federal geodata (Swisstopo APIs) — 13 tools for geocoding, height, ST 9 Claude Code 3 5,638 tok
yuriipalam/codex-status-bar A compact macOS menu bar companion for Codex: live status icons, elapsed timers, active an 9 Codex, OpenCode 1 862 tok
lozit/mcp-standardnotes MCP server for Standard Notes with end-to-end encryption (protocol 004). Read/write notes 9 Claude Code 2 1,487 tok
firstintent/a2a-bridge Agent-to-agent bridge — Claude Code, Codex, OpenClaw, Hermes Agent, Gemini CLI, Zed & VS C 9 Claude Code 1 1,740 tok
Jason-Vaughan/TangleClaw AI coding session orchestrator — persistent tmux sessions, multi-engine management, method 9 Claude Code 2 6,214 tok
wezendy/elon-musk-algorithm-skills Elon Musk's 5-step algorithm as skills for AI agents. 9 Claude Code, Codex, Gemini CLI, OpenCode 3 2,190 tok
vinilana/anyharness 9 Claude Code 9 1,427 tok
wuxingxi888/ai-coding-guidelines The ultimate AI coding standards scaffold: a Markdown ruleset that automatically compiles 9 Claude Code, Codex 13
SeanMooney/openstack-ai-style-guide A comprehensive style guide and ruleset specifically designed for AI code generation tools 9 Claude Code, Codex, OpenCode 2 1,119 tok
wtfzambo/pandino Reliable agentic coding. Like a Fiat Panda. 9 Codex, OpenCode 1 3,261 tok
Sungmin-Cho/deep-suite Harness layer for Claude Code & Codex: plan-first development, independent review, durable 9 Claude Code, Codex, OpenCode 2 2,043 tok
acaprino/daodan Custom Claude Code plugin repository with development workflow agents and skills 9 Claude Code, Codex, OpenCode 6 26,318 tok
Peaky8linders/specter-oss EU AI Act compliance toolkit — ontology, taxonomy, LLM-as-Judge, grounded Q&A. Python libr 9 Claude Code 1 2,314 tok
tbobm/dont-burn-it-all CLI + Claude Code plugin that spends your Claude Code subscription 5-hour quota on real pa 9 Claude Code 2
cresset-tools/magequery A fast Rust CLI that answers "how is this Magento 2 codebase wired?" without booting the f 9 Claude Code 1 36,787 tok
linkpranay-ai/context-engineering-protocol Portable AI coding-agent skills for source-attributed, human-approved context packages. 9 Codex, OpenCode 1 1,388 tok
yuz9610/POE2Overlay 9 Claude Code, Codex, OpenCode 2 2,953 tok
durapensa/claude-chrome-mcp Developer tool suite enabling Claude Desktop, Claude Code, and other MCP hosts like Cursor 9 Claude Code 1 4,232 tok
mohamed-hossam1/nextjs-skills Next.js 16+ caching architecture. Applies to any App Router project regardless of domain. 9 Claude Code, Codex, OpenCode 2 2,100 tok