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
seepine/minimax-coding-plan-mcp Mcp Server For MiniMax of web_search and understand_image 0 Codex, OpenCode 1 55 tok
84emllc/google-calendar-mcp MCP server for Google Calendar - event management via Model Context Protocol 0 Claude Code, Codex, OpenCode 8 2,496 tok
greybeam/mcp Greybeam MCP server 0 Claude Code, Codex, OpenCode 2 2,506 tok
PirAhmedShah/Super-Productivity-MCP MCP server for Super Productivity. Manage tasks, projects, tags via AI assistants 0 Claude Code, Codex, OpenCode 16 984 tok
XamuAvila/chrome-workflows Claude workflows for testing in claude chrome and improve testing with Playwright and Brow 0 Claude Code, Codex, OpenCode 10 1,786 tok
shelizi/coding-tools-mcp coding-tools-mcp 0 Claude Code, Codex, Cursor, OpenCode 11 2,084 tok
itsnotrwanman/croncron croncron.vercel.app The easiest way to run cron jobs — plain-English schedules, auto logs & history, missed-ru 0 Codex, OpenCode 1 565 tok
humbertolvarona/opencode-web-audit-mcp-python OpenCode Web Audit MCP 0 Codex, OpenCode 1 253 tok
ncleton-petitmaker/carrefour-drive-mcp Carrefour Drive MCP and CLI backed exclusively by an isolated Carrefour web session in Cam 0 Claude Code, Codex, OpenCode 2 266 tok
verginglabs/mcp 0 Codex, OpenCode 1 204 tok
JustUzair/diligence-ai-order-ops-mcp 0 Codex, OpenCode 1 1,715 tok
757607106/gjp-cyb-mcp 0 Codex, OpenCode 1 2,108 tok
senseiBas/mcp-server 0 Codex, OpenCode 1 2,238 tok
haliphax-ai/openclaw-tools-mcp-server MCP server that exposes OpenClaw tools to ACP agents (Kiro, Codex, Claude Code, etc.) 0 Codex, OpenCode 1 814 tok
clchinkc/document-mcp Model Context Protocol Tools for Document Management 0 Claude Code, Codex, OpenCode 33 10,059 tok
cybrium-ai/mcp-server MCP server for Cybrium security tools — SAST, secrets, IaC, K8s, supply-chain. Works with 0 Codex, OpenCode 1 582 tok
tripcher/canon 0 Codex, OpenCode 1 3,773 tok
kardaj/openapi-tools-mcp MCP server powered by fastMCP for inspecting local OpenAPI specs. It exposes tools for lis 0 Codex, OpenCode 1 353 tok
Veedubin/Super-Memory-TS TypeScript implementation of Super-Memory MCP server with local embeddings and vector sear 0 Codex, OpenCode 1 1,852 tok
fvanevski/gh_mcp 0 Codex, OpenCode 1 3,350 tok
v0o0v/assetcache-mcp 0 Claude Code, Codex, OpenCode 2 4,848 tok
MolCrafts/molmcp MCP Infrastructure for MolCrafts 0 Claude Code, Codex, OpenCode 2 2,963 tok
nikondrat/cctx-mcp MCP server for AI agents: code structure instead of a wall of text. smart_read, find_symbo 0 Claude Code, Codex, Cursor, OpenCode 13 1,561 tok
major/ldap-mcp 0 Codex, OpenCode 1 982 tok
sinnhirl/cdt-smart-snapshot Token-efficient snapshot MCP server for Chrome DevTools Protocol: smart_snapshot, snapshot 0 Codex, Cursor, OpenCode 2 618 tok
azgem102-max/obsidian-excalidraw-universal-mcp Let Claude and Codex write and draw inside Obsidian, with support for popular Excalidraw s 0 Claude Code, Codex, OpenCode 2 4,228 tok
ExaDev/document-mcp MCP server exposing documents.js's document conversion, editing, and .odb functionality as 0 Claude Code, Codex, OpenCode 2 4 tok
vnikhilbuddhavarapu/postgresql-mcp PostgreSQL MCP Server 0 Codex, OpenCode 1 441 tok
hope4b/mcp MCP server for working with Onto 0 Codex, OpenCode 1 969 tok
iMayuuR/contexthub 0 Claude Code, Codex, OpenCode 2 3,988 tok
Substrate-memory/codex-substrate-memory Substrate organizational memory for OpenAI Codex: MCP tools plus notify-hook capture. 0 Codex, OpenCode 1 83 tok
zierocode/pir2-academy-sheets-reader-mcp Read-only local Google Sheets MCP Bundle built for PiR2 Academy Advanced Claude Cowork 0 Codex, OpenCode 1 181 tok
cyberbird2048/gbrainmcp-clean Privacy-cleaned GBrain MCP - Personal knowledge brain with hybrid RAG search 0 Codex, OpenCode 1 1,416 tok
subtype-space/subspace-trmnl subtype.space (Formally known as subspace-api) - subspace-trmnl is the service that runs all subspace's 0 Claude Code, Codex, OpenCode 2 3,178 tok
justguy/hoplon Deterministic repository boundaries for AI coding agents and the humans who direct them. 0 Codex, OpenCode 1 512 tok
scorellis/secretsminter Value-blind secrets-minter that stands up self-maintaining secret rotation, exposed to AI 0 Codex, OpenCode 1 1,169 tok
ALLezSung/MCP-Control 0 Claude Code, Codex, OpenCode 2 3,331 tok
LCV-Ideas-Software/cross-review cross-review.lcv.dev Full-API MCP server for multi-model cross-review with unanimous convergence gates. 0 Claude Code, Codex, OpenCode 2 2,551 tok
zv-louis/updsts A simple CUI-based AWS STS credential management tool and local MCP server for AWS multi-f 0 Codex, OpenCode 1 1,731 tok
dalcontak/blogger-mcp-server 0 Codex, OpenCode 1 1,643 tok
kevinbolanos00/constructora-mcp 0 Codex, OpenCode 1 1,591 tok
romaine-life/mcp-grafana 0 Codex, OpenCode 1 45 tok
ericchen1972/SlimWeb-Client-MCP 0 Codex, OpenCode 1 55 tok
LionelHao/prompthub-mcp MCP server for PromptHub — publish and fetch prompts from Claude Code / Codex. 0 Codex, OpenCode 1 422 tok
harrydaihaolin/splitwise-mcp MCP server for Splitwise — manage expenses, balances, and settlements in natural language. 0 Codex, OpenCode 1 693 tok
tksfjt1024/gemini-cli-mcp-slim A thin, auditable MCP server wrapping the Gemini CLI. Forward-compatible via extra_args pa 0 Claude Code, Codex, OpenCode 2 1,292 tok
arithmetic-zz/bring-mcp-server Bring! MCP server exposing shopping list tools for Claude Desktop and other MCP clients. 0 Codex, OpenCode 1 1,357 tok
cuonghapvn/ghost-mcp-secure 0 Claude Code, Codex, OpenCode 2 1,689 tok
wate/openapi-mcp 0 Codex, GitHub Copilot, OpenCode 6 9,286 tok
openjkai/secscan_mcp 0 Codex, OpenCode 1 318 tok