How real projects configure their agents

23,196 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
vishalsachdev/claude-code-skills Professional skills for Claude Code following the Agent Skills open specification 4 Codex, OpenCode 1 471 tok
donnfelker/donnfelker-plugin-marketplace 4 Claude Code, Codex, OpenCode 2 2,124 tok
frontsail-ai/aspicio aspicio.frontsail.app DXF and vector-PDF viewer for the web and AI agents — TypeScript parse→tessellate→render e 4 Claude Code, Codex, OpenCode 2 2,867 tok
nickytonline/pimp-my-ride-mcp An MCP server that allows you to configure a car 4 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 3,846 tok
ythalorossy/openfda 4 Claude Code, Codex, OpenCode 2 2,128 tok
mbk-dev/okama-mcp MCP server providing investment analysis tools backed by the okama Python library 4 Claude Code, Codex, OpenCode 5 1,868 tok
johnnyzhoujz/pin-it-public justpinit.xyz A local Mac pinboard for saving anything you want to reuse with any AI. 4 Claude Code, Codex, OpenCode 2 510 tok
foundry-works/foundry-mcp foundry-mcp 4 Claude Code, Codex, OpenCode 2 4,413 tok
EoinFalconer/granola-mcp-server 4 Codex, OpenCode 1 1,465 tok
jweingardt12/BaseClaw jweingardt12.github.io Win your fantasy league, with the help of AI. Allows for Claude/OpenClaw management of you 4 Claude Code, Codex, OpenCode 2 4,647 tok
manojbajaj95/agent-knowledge-cards Filesystem-first knowledge cards for coding agents; durable facts as trusted memory. Save 4 Codex, OpenCode 1 879 tok
aws-samples/sample-laboratory-data-transformation-mcp 4 Claude Code, Codex 1
marcusquinn/quickfile-mcp MCP server for QuickFile UK accounting software - invoices, clients, purchases, banking, a 4 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 6 706 tok
nuxeo/nuxeo-mcp-server Nuxeo MCP Server 4 Codex, OpenCode 1 3,817 tok
prikotov/moex-mcp-server 4 Codex, OpenCode 1 346 tok
darknodebros/EleSync elesync.dev Your AI chats and memories Synced! Claude, ChatGPT, Gemini, Grok, Deepseek and Perplexit 4 Claude Code, Codex, GitHub Copilot 5 104 tok
AgiMaulana/HuaweiAppGalleryMcp 4 Codex, OpenCode 2 581 tok
bmdhodl/agent47 agentguard47.com Your AI agent just burned $200. AgentGuard stops it at $5. Runtime cost guardrails for AI 4 Claude Code, Codex, GitHub Copilot, OpenCode 9 6,555 tok
cyanheads/openfda-mcp-server npmjs.com Query FDA data on drugs, food, devices, and recalls via openFDA. STDIO or Streamable HTTP. 4 Claude Code, Codex, OpenCode 2 11,318 tok
AdelElo13/neuromcp npmjs.com Semantic memory for AI agents — local-first MCP server with hybrid search, governance, and 4 Claude Code, Codex, OpenCode 2 1,832 tok
cyanheads/libofcongress-mcp-server npmjs.com Search LOC digital collections, browse Chronicling America newspapers with full OCR text, 4 Claude Code, Codex, OpenCode 2 11,494 tok
davidmosiah/google-ads-mcp-unofficial npmjs.com Unofficial MCP server for Google Ads — campaign management, keyword/bid optimization, budg 4 Codex, OpenCode 1 851 tok
GifariKemal/argus-web-mcp Argus — SURIOTA self-hosted web fetch/scrape/search MCP (20 tools, unlimited, owned). Repl 4 Claude Code, Codex, OpenCode 2 4,166 tok
GiulioDER/RE-call giulioder.github.io Memory that abstains instead of guessing: agent memory on your own Postgres with a verdict 4 Claude Code, Codex, OpenCode 2 13,129 tok
PhilipAD/health-export-mcp healthexport.dev Open-source Apple Health MCP server for the MetricBridge iOS app: query 190 HealthKit metr 4 Codex, OpenCode 1 763 tok
BlueStarSystem/aura-ui aura-ui.com 127 free MIT Blade components for Laravel + Livewire + Alpine + Tailwind 4. Own-the-code C 4 Claude Code, Codex, OpenCode 2 1,418 tok
Bortlesboat/bitcoin-mcp 50 standard Bitcoin tools for MCP agents, with 6 prompts and 8 resources. Uses a local nod 4 Codex, GitHub Copilot, OpenCode 2 863 tok
cyanheads/brapi-mcp-server npmjs.com A collaborative BrAPI v2.1 workspace for multi-agent research via MCP. Search studies, ger 4 Claude Code, Codex, OpenCode 2 16,416 tok
atomchung/long-run-hybrid-coach paceandstaystrong.com Adaptive running and strength coaching for the long run — a hosted MCP server and Agent Sk 4 Claude Code, Codex, OpenCode 2 5,660 tok
cammac-creator/ibanforge ibanforge.com IBANforge — IBAN validation, BIC/SWIFT lookup, Swiss clearing, and EMI/vIBAN classificatio 4 Claude Code, Codex, OpenCode 2 6,328 tok
davidmosiah/eight-sleep-mcp wellness.delx.ai Unofficial Eight Sleep MCP server — give your AI agent your smart-mattress sleep trends, t 4 Codex, OpenCode 1 246 tok
navapbc/rebar Rebar can block work until an AI plan review passes, require signed completion verificatio 4 Claude Code, Codex, GitHub Copilot, OpenCode 5 10,531 tok
rn-devtools-hub/rn-devtools-hub rn-devtools-hub.github.io The agent runtime for React Native and Expo: an MCP server that sees the app the way React 4 Claude Code, Codex, OpenCode 4 4,962 tok
zelentsov-dev/apple-ads-mcp Local-first MCP server for Apple Ads Platform API v1 with typed, receipt-gated campaign op 4 Claude Code, Codex, OpenCode 2 499 tok
seancrecord/scvd-general-store-repo scvd.store scvd.store is an evidence observatory for agentic commerce. Free preflight and conformance 4 Codex, OpenCode 1 1,978 tok
k-vaca/prompt-engineering-skill Research-grounded Agent Skill for writing professional LLM prompts — matches technique to 4 Codex, OpenCode 1 158 tok
bird-chinese-community/BIRD.skills BIRDCC agent skills registry 4 Codex, OpenCode 1 1,795 tok
Zachariah9420/embedded-systems-architect augmentclaude.com Evidence-driven embedded systems & edge-AI skill for Claude Code and other agents — vendor 4 Codex, Gemini CLI, OpenCode 2 293 tok
gaia-research/gaia-skill-heaven gaia-research.github.io Skill Heaven -- for real software engineers. Agent Plugin that treats your skills like RAM 4 Claude Code, Codex, OpenCode 2 4,346 tok
obeone/claude-skills 🧠 Modular skills for autonomous AI agents. Production-ready Docker & Kubernetes tooling w 4 Claude Code, Codex, OpenCode 2 1,803 tok
Cadasto/openehr-assistant-plugin cadasto.github.io openEHR assistant AI plugin suite with Skills, commands, and MCP server configuration for 4 Claude Code, Codex, GitHub Copilot, OpenCode 3 6,386 tok
VirajMishra1/loadout npmjs.com Discover, curate, and activate skills across 12 coding agents—then hand off and coordinate 4 Claude Code, Codex, OpenCode 2 173 tok
aipickgold/md2card aipickgold.com 🎴 Xiaohongshu graphic card generator · Convert Markdown to 3:4 cards with one click · 55+ 4 Claude Code, Codex, OpenCode 2 919 tok
apideck-libraries/api-skills developers.apideck.com One abstraction, 146 SaaS connectors. Agent skills for Apideck's Unified API — integrate S 4 Codex, OpenCode 1 975 tok
Neetx/ai-research-radar AI Research Radar — Evidence-Grounded Trend Ledger for AI Systems 4 Claude Code, Codex, OpenCode 3 2,905 tok
petar-djukic/writing-skills Claude Code skills for rewriting AI-drafted prose to pass AI detectors: a measured three-s 4 Claude Code, Codex, GitHub Copilot, OpenCode 3 9,300 tok
Endokelp/DecisionCouncil skills.sh Evidence-bound multi-agent council for Cursor and Claude Code. Scout (last30days), Advocat 4 Codex, OpenCode 1 194 tok
beriktassuly/solana-audit-skill Evidence-backed Solana audit skill for Claude Code and Agent Skills: report-backed taxonom 4 Codex, OpenCode 1 279 tok
TreatTrick/skill-sync treattrick.github.io ❯ Open-source desktop app to sync Claude Code, Codex, and AI agent skills across computers 4 Claude Code, Codex, OpenCode 2 2,738 tok
punt-labs/quarry Locally hosted semantic search for AI agents. 20+ document formats, hybrid search, agent m 4 Claude Code, Codex, GitHub Copilot, OpenCode 5 11,144 tok