How real projects configure their agents

43,652 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 agents7,588Claude Code6,636Data and AI3,676Backend and APIs3,496Languages3,402Planning3,219Git and workflow3,187Code review2,745Testing2,374Memory and context2,364DevOps and cloud2,310Writing and docs2,309Research2,295Frontend2,261Security2,021Productivity1,715

All Claude Code31,998 Codex23,222 OpenCode22,170 GitHub Copilot3,550 Gemini CLI1,918 Cursor1,738 Windsurf137 Kiro80

Project Stars Configures Files Always loaded
sevalla-hosting/mcp mcp.sevalla.com Official remote MCP server for the Sevalla public API. 8 Claude Code, Codex, OpenCode 2 3,181 tok
earino/resumasher Agentic skill that tailors resumes + writes cover letters + builds interview prep bundles 8 Claude Code 1 1,157 tok
denfry/codebase-index Local code map for AI coding agents: find, trace, and predict change impact with file:line 8 Claude Code, Codex, OpenCode 4 677 tok
sandraschi/resonite-mcp FastMCP server for natural language control of Resonite social VR platform.. with webapp a 8 Claude Code, Codex, Cursor, OpenCode 4 955 tok
tb0hdan/wass-mcp Web Application Security Scanner MCP Server 8 Claude Code, Codex, Gemini CLI, OpenCode 3 191 tok
odrasile/ai-usage-widget odrasile.github.io Floating desktop widget for monitoring local AI coding CLI usage across Codex, Claude Code 8 Codex, OpenCode 1 1,575 tok
ishizakahiroshi/many-ai-cli Run Claude Code, Codex, Copilot, Cursor, and Grok CLIs in parallel — approve every session 8 Claude Code, Codex, Gemini CLI, OpenCode 3 6,035 tok
snyk/saw-mcp 8 Claude Code, Codex, OpenCode 2 1,978 tok
nhype/owa-exchange-mcp 8 Claude Code 1 631 tok
rushikeshmore/CodeCortex codecortex-ai.vercel.app Persistent codebase knowledge layer for AI agents. Pre-builds architecture, dependency, co 8 Claude Code 1 1,942 tok
LLMTooling/code-search-mcp Model Context Protocol server providing powerful and efficient codebase search tools, incl 8 Claude Code 6 1,476 tok
evilstar2016/skill-doctor npmjs.com Local CLI for auditing AI agent skills, conflicts, duplicates, safety risks, and context c 8 Claude Code, Codex, OpenCode 3 1,604 tok
adithya-s-k/research-presentation-template A template for research talks: fixed-canvas React deck, dark/light themes, PPTX + PDF expo 8 Claude Code, Codex, OpenCode 2 1,740 tok
tinesoft/spec-kit-token-budget Token Budget 💰 — a Spec Kit extension for token-efficient SDD 8 Claude Code 2 1,547 tok
VeryMath/co-mathematician Co-mathematician project for collaborative AI-assisted mathematical research. 8 Claude Code, Codex, OpenCode 9 2,327 tok
classicchins/compounding-marketing cmo-skills.com A Claude Code + ChatGPT/Codex plugin for world-class Marketing & GTM workflows 8 Claude Code, Codex, OpenCode 2 8,473 tok
DEFRA/claude-legacy-reveng-plugin A Claude Code plugin that encapsulates an agentic flow for reverse engineering legacy appl 8 Claude Code 1 139 tok
DropFan/claude-code-plugins Claude Code plugins collection - custom plugins and curated favorites. chat-saver/skill-ex 8 Claude Code, Codex, OpenCode 2 1,569 tok
jdevalk/cocktail.glass cocktail.glass 500 cocktail recipes as an Astro site — and an agent-ready MCP server, no API key. 8 Claude Code 1 918 tok
777genius/infinity-context Reliable memory and context infrastructure for AI coding agents: source-backed facts, revi 8 Codex, OpenCode 1 284 tok
mreider/agilemarkdown agilemarkdown.com Run your backlogs in markdown 8 Claude Code, Codex, GitHub Copilot, OpenCode 11 3,597 tok
nguyenvanduocit/vite-plugin-ai-annotator AI-powered element annotator for Vite - Pick elements and get instant AI code modification 8 Claude Code 1 2,541 tok
beadnall/codemap A Claude skill that turns a codebase into an explorable isometric diagram, with real data 8 Codex, GitHub Copilot, OpenCode 2 1,072 tok
GrecAndrei/ida-pro-mcp MCP server that gives LLM agents deterministic access to IDA Pro: decompilation with CFG/d 8 Codex, OpenCode 1 3,701 tok
sixseven42/seismic-benchmark-code Code for seismic benchmark 8 Claude Code 1 1,939 tok
agentconfig/agentconfig.org agentconfig.org Elevate your AI assistants by configuring them for any role or workflow. Explore the primi 8 Claude Code, Codex, OpenCode 14 2,373 tok
cwensel/arcaneum CLI tools and Claude Code plugins for semantic and full-text search across code, docs, and 8 Claude Code, Codex, OpenCode 2 1,726 tok
gbasin/figma-to-react Claude Code plugin for converting linear Figma screen flows into React components with exa 8 Claude Code 2
SKULLFIRE07/cortex-memory marketplace.visualstudio.com Persistent AI memory for Claude Code, Cursor & Cline. Auto-captures decisions, patterns an 8 Claude Code 1 837 tok
btafoya/mailsandbox MailSandbox is a fast, zero-dependency email testing tool & API with a web UI, SMTP server 8 Claude Code 1 1,392 tok
nushell-prophet/nushell-skills Claude Code plugin marketplace for opinionated Nushell development skills 8 Claude Code 1 1,276 tok
andrisgauracs/Premiere-Claude-Plugin A plugin to let Claude autonomously control Adobe Premiere 8 Codex, OpenCode 1 2,468 tok
zhouziyue233/great-econometrics Econometrics plugin for Claude and Cursor 8 Claude Code 1 1,160 tok
mwguerra/plugins A disciplined engineering suite for Claude Code — six composable plugins (maestro, prd-bui 8 Claude Code 1 2,051 tok
get-dx/cli The DX CLI 8 Codex, OpenCode 1 610 tok
0xhubed/agent-trading-arena 8 Claude Code 5 9,768 tok
BjornMelin/qdrant-neo4j-crawl4ai-mcp MCP server combining Qdrant vector search, Neo4j knowledge graphs, and Crawl4AI web intell 8 Claude Code 1 2,613 tok
microsoft/AKS-Lab-GitHubCopilot ZavaShop multi-agent retail demo on AKS + ACA. Specs, MCP servers, agents, tests, Bicep/He 8 Claude Code, Codex, GitHub Copilot, OpenCode 18 4,662 tok
luxiaolei/tiger-mcp 8 Claude Code 1 1,292 tok
jdlar1/siigo-mcp 8 Codex, OpenCode 1 245 tok
paralov/roblox-studio-opencode-mcp 8 Claude Code, OpenCode 1
TomMaSS/PRDforge AI-powered Product Requirements Document manager — MCP server, Next.js dashboard, Claude c 8 Codex, OpenCode 1 5,161 tok
Aradotso/OpenAra ara.so Open-source Computer Use in any agent. 8 Codex, OpenCode 1 319 tok
tensorfreitas/lunatask-mcp Unofficial Lunatask MCP server 8 Claude Code, Codex, OpenCode 2 3,320 tok
speakeasy-api/docs-mcp speakeasy.com Offline-first, performant MCP server for your docs 8 Claude Code, Codex, OpenCode 2 3,134 tok
Detective-XH/DocGraph Govern your documents like code. MCP server that indexes .md/.docx/.html/.pdf into a SQLit 8 Codex, OpenCode 1 1,698 tok
antruongnguyen/mcp-server-manager A Model Context Protocol Server Manager (MCPSM) that orchestrates the MCP servers, manage 8 Claude Code, Codex, Gemini CLI, OpenCode 3 2,980 tok
lordamdal/chromeboost chromeboost.work Give Claude hands in your own browser. A Chrome extension + MCP server that lets Claude Co 8 Claude Code, Gemini CLI 2 8,344 tok
aplaceforallmystuff/mcp-threatintel MCP server for unified threat intelligence - AlienVault OTX, AbuseIPDB, GreyNoise, and abu 8 Claude Code, Codex, Gemini CLI, OpenCode 3 538 tok
AlgoVaultLabs/crypto-quant-signal-mcp algovault.com AI trading brain for crypto perps — composite signals, funding rate arb scanning, and mark 8 Claude Code 4