How real projects configure their agents

23,819 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 agents8,549Claude Code6,896Git and workflow3,630Data and AI3,579Backend and APIs3,559Languages3,491Planning3,321Code review2,909Testing2,691DevOps and cloud2,492Writing and docs2,490Memory and context2,374Research2,321Frontend2,311Security2,183Project management1,977

All Claude Code32,540 Codex24,898 OpenCode23,819 GitHub Copilot3,723 Gemini CLI2,039 Cursor1,772 Windsurf202 Kiro116

Project Stars Configures Files Always loaded
ideoshi/glyphloop glyphloop.art Loop-perfect generative ASCII animation studio, CLI, and MCP server. 0 Claude Code, Codex, OpenCode 3 3,492 tok
igorsaevets/page2ai-mcp igorsaevets.github.io MCP server that converts any web page URL to clean Markdown for LLM context. Fetches HTML 0 Codex, OpenCode 1 289 tok
imattau/polypack-mcp Persistent adaptive memory MCP server powered by Polypack for Codex, Claude, and other MCP 0 Codex, OpenCode 1 409 tok
intelli-verse-x/router-mcp Intelliverse Router MCP server — create App IDs, mint API keys, ingest/search KBs, generat 0 Codex, OpenCode 1 433 tok
itmplatform/mcp-server ITM Platform's MCP Server for AI Agents 0 Claude Code, Codex, OpenCode 2 1,033 tok
j0hanz/code-lens Gemini-powered MCP server for code analysis. 0 Codex, OpenCode 1 979 tok
j0hanz/memory-mcp 0 Codex, OpenCode 1 652 tok
j0hanz/fetch-url-mcp A web content fetcher MCP server that converts HTML to clean, AI and human readable markdo 0 Codex, OpenCode 1 756 tok
jarmstrong158/agentsync MCP server that lets two AI agents collaborate on the same git repo without stepping on ea 0 Codex, OpenCode 1 1,420 tok
jarvis-intelligence/jarvis jarvis-intelligence.github.io JARVIS is an intelligent layer that gives agents access to their code, knowledge, context, 0 Claude Code, Codex, OpenCode 3 9,865 tok
jasonstockman/warm-mcp MCP server for Warm Financial API 0 Codex, OpenCode 1 117 tok
daemoon-dev/daemoon daemoon.dev Daemoon — AI dev infra gateway. Build apps via AI agents, infra handled. MCP server for Ve 0 Codex, OpenCode 1 74 tok
jaytahir/Anagent 0 Claude Code, Codex, OpenCode 2 159 tok
labjp-mcp/mcp-alertmanager MCP server for Prometheus Alertmanager - native Go binary 0 Claude Code, Codex, OpenCode 2 842 tok
labjp-mcp/mcp-prometheus MCP server for Prometheus monitoring - native Go binary 0 Claude Code, Codex, OpenCode 2 842 tok
joshidikshant/loopback npmjs.com Interactive feedback layer between the app you're building and your coding agents (MCP). P 0 Claude Code, Codex, Gemini CLI, OpenCode 4 1,008 tok
jpka/shopify-operations-mcp Safe-write Shopify store operations MCP server: bulk price/inventory updates, order cancel 0 Codex, OpenCode 1 560 tok
jpka/sw-postgres-mcp Safe-Write Postgres MCP Server 0 Codex, OpenCode 1 176 tok
movaMedia-Inc/loyaltyvip-js Official LoyaltyVIP developer tools: TypeScript SDK, CLI, and MCP server. 0 Codex, OpenCode 1 379 tok
jyswee/analyga Agent-first analytics for MCP + web traffic — query, instrument and configure from a termi 0 Codex, OpenCode 1 827 tok
jyswee/taufunctions taufunctions.com Serverless functions for coding agents — create, deploy, invoke, monitor from the terminal 0 Codex, OpenCode 1 515 tok
jyswee/weselltours weselltours.com Travel platform management for coding agents — hotels, tours, bookings, 13 AI domain exper 0 Codex, OpenCode 1 521 tok
kindrat86/vc-deal-flow-signal signals.gitdealflow.com VC Deal Flow Signal - Track 350+ startups across 15 sectors using GitHub engineering veloc 0 Codex, OpenCode 1 2,035 tok
klewicki7/VibeLens 0 Claude Code, Codex, OpenCode 2 1,033 tok
kota1026/quantum-shield quantum-shield-alpha.vercel.app Post-quantum asset protection protocol using ML-DSA + SLH-DSA on Ethereum 0 Claude Code, Codex, OpenCode 9 2,573 tok
kristof-sudo/agentcrush-app agentcrush.xyz The public record of AI agents. Independent and evidence-ranked across x402, ERC-8004, MCP 0 Claude Code, Codex, OpenCode 11 1,418 tok
kuwaitdevs/myfatoorah-mcp npmjs.com LLM-friendly MCP server for the MyFatoorah payments API 0 Claude Code, Codex, GitHub Copilot, OpenCode 3 832 tok
kvdm-co-pilot/create-cmp Create production mobile apps (Android + iOS, one Kotlin codebase) with AI — deterministic 0 Claude Code, Codex, OpenCode 6 1,117 tok
laser54/telegram-managed-bot-factory Secure self-hosted MCP control plane for owner-confirmed Telegram bot provisioning. 0 Codex, OpenCode 1 373 tok
lastmanupinc-hub/AXIS-iliad iliad.trustfabric.ai Turn any codebase into agent-ready artifacts. 152 deterministic generators across 21 progr 0 Claude Code, Codex, OpenCode 2 4,593 tok
legann/repovine Local repository knowledge layer for coding agents: deterministic graph, versioned memory, 0 Claude Code, Codex, OpenCode 17 1,381 tok
linxule/deepthonk TypeScript CLI + MCP server implementing OpenDeepThink (Zhou et al., arXiv:2605.15177). In 0 Claude Code, Codex, OpenCode 2 4,447 tok
litheonhq/seizn seizn.vercel.app 0 Claude Code, Codex, OpenCode 2 6,096 tok
ljcl/strava-mcp 0 Claude Code, Codex, OpenCode 8 4,394 tok
loved0543-dotcom/no-shell-agent-operating-pack ai-automation-operating-pack.vercel.app Plain-language operating pack for preventing empty-shell AI automation with agents, plugin 0 Codex, OpenCode 1 214 tok
lucyfox199818-collab/codex-binance-agent Terminal MCP for crypto trading 0 Codex, Cursor, OpenCode 4 516 tok
major/pcp-mcp MCP server for Performance Co-Pilot metrics 0 Codex, GitHub Copilot, OpenCode 2 2,209 tok
mangelmartinezfer-hue/returncheck 0 Codex, OpenCode 1 549 tok
matematicsolutions/mcp-nsa matematicsolutions.com MCP server for Polish administrative court rulings (NSA + 16 WSA) via CBOSA (orzeczenia.ns 0 Claude Code, Codex, OpenCode 3 1,091 tok
mattpicone/upgradelens upgradelens.mattpicone.workers.dev Evidence-backed dependency upgrade intelligence for AI coding agents. REST API + remote MC 0 Codex, Gemini CLI, OpenCode 2 884 tok
michaelcolenso/babynames Fun with the Social Security Administration's baby name data 0 Claude Code, Codex, OpenCode 2 3,364 tok
mifactory-bot/mifactory-contratos 0 Codex, OpenCode 1 1,838 tok
mrslbt/japan-ux-mcp npmjs.com MCP server for Japanese web UX conventions. Generates and audits forms, typography, layout 0 Codex, OpenCode 1 1,135 tok
mrslbt/nankai-trough-mcp Honest Nankai Trough earthquake hazard + building-safety MCP — official Japan data only, n 0 Codex, OpenCode 1 2,311 tok
mrslbt/paypay-mcp npmjs.com MCP server for the PayPay Open Payment API. Create QR codes, check payments, refunds, and 0 Codex, OpenCode 1 2,571 tok
msanchezgrice/audioform talkform-taupe.vercel.app 0 Claude Code, Codex, OpenCode 2 890 tok
nccurry/mtg-mcp An MCP server for building Magic the Gathering decks 0 Claude Code, Codex, OpenCode 3 2,682 tok
moooonad/mcp-google-sheets-full npmjs.com Full-featured Google Sheets MCP server with arbitrary Node code execution. 26 tools + run 0 Codex, OpenCode 1 2,182 tok
nexus-mcp-infra/similarity-search-api-sdk API real generada por FORGE 0 Codex, OpenCode 1 5,406 tok
nexus-mcp-infra/useful-data-source-for-agents-doing-product-price-sdk Useful data source for agents doing product/price research: BuyWhere Singapore catalog API 0 Codex, OpenCode 1 3,011 tok