How real projects configure their agents

31,986 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 agents7,720Claude Code6,662Data and AI3,665Backend and APIs3,500Languages3,396Planning3,238Git and workflow3,234Code review2,760Testing2,394Memory and context2,365Writing and docs2,333DevOps and cloud2,315Research2,289Frontend2,264Security2,036Project management1,736

All Claude Code31,986 Codex23,463 OpenCode22,407 GitHub Copilot3,565 Gemini CLI1,914 Cursor1,740 Windsurf150 Kiro84

Project Stars Configures Files Always loaded
chrismole310/atlas-social-mcp MCP server for AI-powered social media posting across 14 platforms. Post to Twitter, Insta 0 Claude Code 1
lexq-io/lexq-cli lexq.io The Decision Operations Platform for engineering teams. CLI and MCP server for LexQ 0 Claude Code, Codex, OpenCode 2 2,191 tok
pvliesdonk/kroki-mcp 0 Claude Code 1 432 tok
VanshikaDhole/McpServer 0 Claude Code, Codex 1
Silcfcr/kindle-mcp MCP server that turns Kindle highlights into personalized book memory summaries saved to N 0 Claude Code 1 1,645 tok
majorelalexis-stack/maxia 0 Claude Code 2 4,028 tok
gungunj/routrt-mcp routrt-mcp 0 Claude Code 2 1,319 tok
indiano881/databid databid-virid.vercel.app 0 Claude Code, Codex, OpenCode 2 1,846 tok
firyomaefx/job-application-mcp Local-first, open-source job application assistant built on the Model Context Protocol. Fr 0 Claude Code 1 1,209 tok
annondeveloper/ui-kit annondeveloper.github.io Zero-dependency React component library with 147 components, 3 weight tiers (Lite/Standard 0 Claude Code 1 2,348 tok
meshe-dev/date-time-remote-mcp Remote MCP server that returns current date/time in PDT. Dockerized, no auth. 0 Claude Code 7 240 tok
claboran/scribbletune-mcp-ws SCRIBBLETUNE MCP SERVER 0 Claude Code 2 337 tok
Ramhori/kjh-law-mcp KJH Law MCP - legal search MCP server (based on korean-law-mcp by chrisryugj) 0 Claude Code 1 1,835 tok
Alparse/snip-mcp Screen snipping MCP server for Claude Code - capture screen regions directly into conversa 0 Claude Code 1
charltonmediagroup/LICampaignsMCP 0 Claude Code 1 597 tok
mirni/a2a greenhelix.net Agent-to-agent payments, escrow and formal verification services 0 Claude Code, Codex, OpenCode 2 2,022 tok
awaketai/postgres-mcp postgres database mcp 0 Claude Code 1 1,947 tok
roshan571/playwright-mcp2 0 Claude Code 1 208 tok
agencd/tradingview-mcp TradingView Desktop automation via CDP — MCP server 0 Claude Code 1 2,326 tok
alonf/MCPPythonDemo Python Linux diagnostics MCP lecture demo 0 Claude Code, Codex 11
ExpertVagabond/jupiter-mcp MCP server for Jupiter Developer Platform — 17 tools covering swap, tokens, price, lend, l 0 Claude Code 1 275 tok
ral197979/ava-mcp-adapter 0 Claude Code 1 857 tok
MuhammadTaimur/Vault-MCP 0 Claude Code 1
jamesdowzard/godot-mcp AI-friendly MCP server for Godot 4 with Android export validator support. Forked from Codi 0 Claude Code 1 502 tok
optimize-overseas/lob-mcp Model Context Protocol server for the Lob.com API. Lets LLMs verify addresses and send phy 0 Claude Code 1 5,288 tok
omeryemba/mcp-hayabusa MCP server wrapping the Hayabusa Windows event log forensic analysis CLI for AI-assisted t 0 Claude Code 11 4,790 tok
lorencarvalho/iterm2-mcp Give your agent access to iTerm2's Python API 0 Claude Code 1 305 tok
trevoraspencer/claudecode-mcp 0 Claude Code, Codex, Gemini CLI, OpenCode 3 1,717 tok
NTHieu002/refund-crisp-mcp MCP for refund 0 Claude Code 1 2,203 tok
mcp-nexus/mcp-suite A multi-domain, auth-first MCP server giving AI agents access to financial markets, Web3/D 0 Claude Code, Codex, OpenCode 2 4,781 tok
xiandan-erizo/maimemo-mcp MCP server for Maimemo study data 0 Claude Code, Codex, OpenCode 2 1,134 tok
SeunghoHong/quick-reminder-mcp Reminders integration MCP 0 Claude Code 1 513 tok
naumana3services-maker/mcp 0 Claude Code 1 204 tok
govindgnair23/redflag-mcp MCP Server for AML red flags 0 Claude Code, Codex, OpenCode 2 1,927 tok
juice094/devbase The open-source World Model Compiler for developer workspaces. One engine for code context 0 Claude Code, Codex, OpenCode 2 7,464 tok
silkweave/meet Silkweave Google Meet MCP & CLI 0 Claude Code 1 3,030 tok
alansmodic/pocketcasts-mcp 0 Claude Code 1 916 tok
TICnine/autotask-mcp 0 Claude Code, Codex, GitHub Copilot, OpenCode 59 22,920 tok
ywf2016/steel-tester Intranet Steel Browser tester — CLI + MCP 0 Claude Code, Cursor 5
aziyakk974-bit/researchmate AI-powered Research Assistant using MCP and Semantic Scholar API 0 Claude Code, Codex 5
Clueless-Creations/google-play-store-mcp Secure, dry-run-first Google Play Store listing automation for CLI and MCP agents 0 Claude Code, Codex, OpenCode 2 533 tok
dyuhaus/dy-mcp-demo Public, unauthenticated demo of dy-mcp (MCP personal-context server). Resets hourly. Live 0 Claude Code, Codex, OpenCode 2 1,748 tok
mahrukh-n8n/freedcampMCP Freecamp MCP wrapper. 0 Claude Code 1 299 tok
archawat/mcp-cloudflare 0 Claude Code 1 1,222 tok
joltedbot/a2a-bridge 0 Claude Code 1 1,805 tok
serjteplov/tg-mcp-spy 0 Claude Code 25 408 tok
stephangopaul/MTDevKit MCP server to scaffold Flutter projects from a custom clean architecture 0 Claude Code 1 618 tok
dev-sathya17/mcp-server-python-mrt1npyt Created from render-examples/mcp-server-python template 0 Claude Code, Codex, OpenCode 2 841 tok
garavels/Liquid-trading Trade Hyperliquid perpetual futures via natural language — MCP server powered by the Liqui 0 Claude Code, Codex 3
NalluriTanavreddy/slugline-mcp pypi.org MCP server that gives screenwriters brutal, evidence-based script analysis — mood, similar 0 Claude Code 1 3,891 tok