How real projects configure their agents

23,310 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 agents7,642Claude Code6,648Data and AI3,676Backend and APIs3,504Languages3,399Planning3,222Git and workflow3,208Code review2,742Testing2,379Memory and context2,369Writing and docs2,323DevOps and cloud2,311Research2,290Frontend2,261Security2,025Productivity1,719

All Claude Code31,996 Codex23,310 OpenCode22,256 GitHub Copilot3,557 Gemini CLI1,917 Cursor1,739 Windsurf141 Kiro81

Project Stars Configures Files Always loaded
dawnmcp/DawnMCP-1 DawnMCP is a local, privacy-first MCP server that gives AI coding assistants deep codebase 0 Claude Code, Codex 5
ShinChven/finance-mcp-server 0 Claude Code, Codex, Gemini CLI, OpenCode 3 1,118 tok
janstuemmel/notion-mcp 0 Codex, OpenCode 1 2,308 tok
ShahzaadAhmed/MCP_project FinPilot AI is an MCP server transforming LLMs into autonomous equity research analysts. I 0 Claude Code, Codex 5
cgfm/dockhand_readonly_mcp Read-only MCP adapter for the Dockhand REST API 0 Codex, OpenCode 1 588 tok
AryanPROOO/industry4-mcp 0 Claude Code, Codex 5
angelOnly/DavinciVideoMcp 0 Claude Code, Codex, OpenCode 7 1,096 tok
AndrasSama/remote-mcp-server-authless Remote MCP server on Cloudflare Workers (authless) — created via oh-my-pi 0 Codex, OpenCode 1 360 tok
nusduck/biz-db-mcp MCP server for business database access 0 Codex, OpenCode 1 508 tok
grodgers1-ctrl/kinky_link linklight-beige.vercel.app link test repo 0 Claude Code, Codex, OpenCode 2 443 tok
cogniziocompany/agentic-remote-pc Turn any PC — Windows or Linux — into a secure, agent-controllable workstation. One authe 0 Claude Code, Codex, OpenCode 2 3,054 tok
0xtlt/MyMCPs Self-hosted MCP gateway for managing servers, credentials, access tokens, and analytics th 0 Codex, OpenCode 1 1,224 tok
insilications/chrome-devtools-mcp 0 Codex, OpenCode 1 236 tok
danielk-am/clinical-evidence-mcp Read-only MCP server for cited medical literature, clinical trials, and drug safety data 0 Codex, OpenCode 1 263 tok
jhoy1020/garmin-coach-mcp 0 Claude Code, Codex, OpenCode 6 2,194 tok
chadramos/motion-mcp-server 0 Claude Code, Codex, OpenCode 2 1,949 tok
huebilp/motion-mcp-server 0 Claude Code, Codex, OpenCode 2 1,949 tok
joy7758/titmas-agent-action-gate Evidence-verified deterministic action gate for AgentTeams workflows; GOAI 2026 Agent Infr 0 Codex, OpenCode 1 697 tok
pyrodie18/gmail_mcp 0 Codex, OpenCode 1 230 tok
appouse/godaddy-dns-mcp 0 Codex, OpenCode 1 716 tok
livenetworks/ln-ashlar-mcp 0 Claude Code, Codex 2
nerdconf/veta Private local knowledge base for saved X posts, built for Codex, Claude Code and Cursor 0 Claude Code, Codex, OpenCode 2 199 tok
brandon-fryslie/room-eq-wizard-mcp MCP server for Room EQ Wizard — AI-driven room measurement and EQ workflows 0 Claude Code, Codex, OpenCode 3 200 tok
BlaineHeffron/zotero-mcp 0 Claude Code, Codex, OpenCode 2 188 tok
aronjesusfj-lang/mcp-fansly Servidor MCP (Model Context Protocol) para automatización y analítica de cuentas de Fansly 0 Codex, OpenCode 1 765 tok
anpatellll/garmin-mcp for personal use only 0 Codex, OpenCode 1 360 tok
BlaineHeffron/nodus-mcp 0 Claude Code, Codex, OpenCode 2 169 tok
jackxiong11894/abap-lint-mcp 0 Claude Code, Codex, OpenCode 2 1,234 tok
tatat/svs-mcp 0 Claude Code, Codex, OpenCode 2 446 tok
Snuffy2/ytptube-mcp 0 Codex, OpenCode 1 248 tok
115dkk/pplx-custom-mcp Cloudflare Workers MCP server — Perplexity search + content extraction without a headless 0 Codex, OpenCode 1 35 tok
getnyxdoc/nyxdoc nyxdoc.com An agent-native document system for people and their external agents. 0 Claude Code, Codex, OpenCode 2 159 tok
white-space-solutions/postgrid-mcp Read-only MCP server for PostGrid Print & Mail. Vercel-native, stateless OAuth 2.1, built 0 Claude Code, Codex, OpenCode 2 79 tok
johnawadlow/snackbar snackbar-six.vercel.app A personal note store with an MCP front door — capture ideas from whichever assistant you' 0 Claude Code, Codex, OpenCode 2 79 tok
ai-cooperation/tapcard-mcp Self-hosted NFC and QR profile with a private AI business card wall, powered by Cloudflare 0 Codex, OpenCode 1 1,377 tok
zetsubo-dev/codex-claude-subagent MCP plugin that connects OpenAI Codex to interactive Claude Code sessions through your cla 0 Codex, OpenCode 1 743 tok
lineape/seo-page-checker-mcp 0 Codex, OpenCode 1 1,159 tok
akashic-plugins/bangumi-mcp 0 Codex, OpenCode 1 423 tok
andreigheo/sol-indesign-mcp A local, authenticated MCP bridge between OpenAI Codex and Adobe InDesign through a typed 0 Codex, OpenCode 1 1,554 tok
deer-001/OmniBrowse-Agent OmniBrowse-Agent is a web deep-browsing and evidence-based reporting system built on MCP a 0 Codex, OpenCode 1 1,687 tok
geektan123/MCP-Ecom 0 Claude Code, Codex 1
cpouldev/soft1-mcp Soft1 MCP is a standalone Python MCP server for read-only analysis of one Soft1 ERP SQL Se 0 Claude Code, Codex, OpenCode 2 3,337 tok
ai-4-you/chrome-tab-remote Let an AI agent see exactly one browser tab — the one you chose, for as long as you allow, 0 Codex, OpenCode 1 1,157 tok
yzr95924/agent-html-drop HTML drop server for agents with MCP 0 Claude Code, Codex, OpenCode 2 2,179 tok
manojkiranti/local-llm-mcp 0 Claude Code, Codex, OpenCode 2 3,477 tok
Aphelion-Development/search-box Multi-provider search engine MCP server implementation 0 Codex, OpenCode 1 1,135 tok
Mahesh8214/ShadowShield-MCP 0 Claude Code, Codex 1
furkangonel/AppMarquee A lightweight, local-first App Store and Google Play screenshot studio with MCP for Codex 0 Claude Code, Codex, OpenCode 2 167 tok
seerkong/ego-automation-mcp-app-demo 0 Claude Code, Codex, OpenCode 16 91 tok
codebytemirza/linkedin-post-mcp A production-ready Model Context Protocol (MCP) server that connects Claude to LinkedIn, e 0 Claude Code, Codex 5