How real projects configure their agents

43,750 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 agents7,690Claude Code6,656Data and AI3,669Backend and APIs3,506Languages3,395Planning3,227Git and workflow3,219Code review2,753Testing2,387Memory and context2,368Writing and docs2,331DevOps and cloud2,317Research2,292Frontend2,266Security2,036Productivity1,725

All Claude Code31,992 Codex23,401 OpenCode22,346 GitHub Copilot3,564 Gemini CLI1,917 Cursor1,741 Windsurf146 Kiro83

Project Stars Configures Files Always loaded
theYahia/vk-mcp npmjs.com MCP server for VKontakte — wall posts, news, users, groups (Russia) 1 Claude Code 1
stevologic/security-recipes.ai security-recipes.ai Turn security findings into bounded agent work: one recipe, scoped context, required proof 1 Codex, GitHub Copilot, OpenCode 5 758 tok
theYahia/pochta-russia-mcp npmjs.com MCP server for Russian Post — tracking, tariffs, post offices (Russia) 1 Claude Code 3
theYahia/sber-mcp npmjs.com MCP server for Sberbank — business accounts, statements, transfers (Russia) 1 Claude Code 1
stepankaiser/ccphoto Bridge your phone camera to Claude Code over the local network 1 Claude Code 1 883 tok
symbo-ls/symbols-mcp MCP server for Symbols/DOMQL v3 — documentation search and framework reference 1 Claude Code, Codex, OpenCode 2 1,818 tok
tactual-dev/tactual tactual.sh Screen-reader navigation cost analyzer — models the real effort to discover, reach, and op 1 GitHub Copilot 1 903 tok
theYahia/bitrix24-mcp npmjs.com MCP server for Bitrix24 — CRM, deals, contacts, tasks (Russia) 1 Claude Code 1
theYahia/cbr-mcp npmjs.com MCP server for Central Bank of Russia — currency rates, key rate, metals (Russia) 1 Claude Code 5
theYahia/huntflow-mcp npmjs.com MCP server for Huntflow — ATS, vacancies, candidates, recruiting (Russia) 1 Claude Code 1
theYahia/kaiten-mcp npmjs.com MCP server for Kaiten — kanban boards, cards, project management (Russia). Part of WWmcp — 1 Claude Code 1
theYahia/robokassa-mcp MCP server for Robokassa — payment links, invoice management (Russia) 1 Claude Code 1
theYahia/salutespeech-mcp npmjs.com MCP server for SaluteSpeech — speech recognition and synthesis (Russia). Part of WWmcp — 4 1 Claude Code 1
steveardis/omnifocus-mcp 1 Claude Code 22
subsquid-labs/portal-mcp-server sqd.dev MCP server exposing SQD Portal blockchain data to AI agents and Claude. 1 Codex, OpenCode 1 620 tok
sudohnim/eidolon 1 Claude Code 1 8,941 tok
sugukurukabe/japan-real-estate-intel-mcp MCP for Japanese real estate investment, brokerage, and development — cross-analyzes land 1 Claude Code, Codex 2
syuaibsyuaib/ssyubix-pixelart-mcp 1 Codex, OpenCode 1 2,171 tok
tambo-labs/charming-mcp usecharming.com Charming MCP server — generate and host interactive web apps via MCP 1 Codex, Gemini CLI, OpenCode 2 2,759 tok
verygoodplugins/mcp-pirsch A Model Context Protocol (MCP) server for Pirsch Analytics, enabling natural language anal 1 Claude Code, Codex, OpenCode 2 252 tok
ufhouck/aicost 1 Claude Code, Codex 1
verifyax/verifyax-mcp verifyax.com MCP server and typed SDK for the VerifyAX agent-evaluation platform. 1 Claude Code 1 3,235 tok
toolwright-adk/toolwright-monorepo 1 Codex, OpenCode 1 1,222 tok
vdmeu/registrum-mcp MCP server for the Registrum Companies House API 1 Claude Code 1 766 tok
tickadoo/tickadoo-mcp tickadoo-mcp.vercel.app MCP server for tickadoo® — discover and book theatre, events & experiences in 1,100+ citie 1 Claude Code, Codex, OpenCode 4 4,165 tok
usemycontext/claude-code-plugin usemycontext.ai UseMyContext plugin for Claude Code - your personal context layer for AI, read over MCP in 1 Claude Code, Codex, OpenCode 1 814 tok
threadlinqs-cmd/Threadlinqs-Security-Detection-MCP Unified Detection Engineering Platform — 7,283+ detections across Sigma, Splunk ESCU, Elas 1 Claude Code, Cursor 15
tombaldwin/ebman poly.io k9s-style TUI for AWS Elastic Beanstalk 1 Claude Code 1 4,529 tok
genyk1p/learning-hub-mcp MCP server for student learning workflow — grades, homework, bonus tasks, and game time re 1 Codex, OpenCode 1 317 tok
topness-msft/callwright An MCP server that places real phone calls — reservations, appointments, inquiries — on yo 1 Claude Code, GitHub Copilot 2 1,472 tok
tsilva/mcp-openrouter pypi.org 🚀 One MCP server for OpenRouter models 🚀 1 Claude Code, Codex, OpenCode 2 600 tok
us-all/mlflow-mcp-server MLflow MCP server — experiments, runs, registered models, model versions, logged models (v 1 Claude Code 1 3,898 tok
wearehoust/front-mcp Secure MCP server for Front.com: search conversations, manage contacts, send messages, aut 1 Claude Code, Codex, OpenCode 2 2,125 tok
wesseltl/pdf-mcp wesseltl.github.io MCP server that lets AI agents extract text and tables from PDFs: invoices, reports, state 1 Codex, OpenCode 1 720 tok
xkumakichi/xaip-protocol xkumakichi.github.io Provider-neutral execution evidence for AI agent tool calls — co-signed execution receipts 1 Codex, OpenCode 1 746 tok
vk0dev/code-impact-mcp Dependency graph, blast-radius analysis, and pre-commit safety gates for AI coding agents. 1 Claude Code 1 390 tok
wedsamuel1230/electronic-mcp-server 1 Claude Code, Codex 43
wishfinity/wishfinity-mcp-plusw 1 Claude Code 1 1,525 tok
xenarch-ai/xenarch-mcp x402 MCP server for AI agent payments. Gasless USDC micropayments on Base L2. Claude, Curs 1 Claude Code 1 445 tok
victorlane/Flyan Unofficial Python SDK and MCP server for Ryanair flight search. 1 Codex, OpenCode 1 1,898 tok
vinaybhosle/agentstamp 🔏 Trust verification for AI agents — Ed25519 stamps, trust scoring (0-100), x402 micropay 1 Claude Code 1 611 tok
virgilvox/discord-furlow Discord bot orchestration using yaml and prebuilt components 1 Claude Code 1 1,185 tok
withinfocus/tba-mcp-server MCP server for The Blue Alliance. 1 Claude Code 1 2,463 tok
wkalidev/multichain-mcp multichain-mcp.vercel.app MCP server for AI agents — Stacks, Celo, Base in one package 1 Claude Code 1
x51xxx/kimi-mcp-server MCP server bridging Claude Code / Cursor / any MCP client to Moonshot AI's Kimi Code CLI. 1 Claude Code, Codex, OpenCode 2 1,628 tok
koshikraj/logr logr.it Just logr it 1 Codex, OpenCode 1 74 tok
thetangstr/clockchain-developer-tools mcp.clockchain.network Hosted MCP server for Clockchain — consensus time, notarization & agent-attested receipts. 1 Codex, OpenCode 1 690 tok
paoloricciuti/letmediff letmediff.it Monorepo for the letmediff MCP Server + WebAPP 1 Claude Code 2
ymuichiro/yahoo-shopping-mcp non-official-yahoo-shopping-mcp.notelligent.app Remote MCP server for Yahoo Shopping searches 1 Codex, OpenCode 1 1,712 tok
ysydhc/team_memory A team experience database based on the MCP protocol. Automatically extracts, stores, and 1 Claude Code, Codex, Cursor, OpenCode 3 3,511 tok