How real projects configure their agents

24,842 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 agents8,530Claude Code6,887Git and workflow3,618Data and AI3,582Backend and APIs3,558Languages3,485Planning3,325Code review2,903Testing2,691DevOps and cloud2,482Writing and docs2,481Memory and context2,373Research2,322Frontend2,310Security2,179Project management1,971

All Claude Code32,523 Codex24,842 OpenCode23,761 GitHub Copilot3,723 Gemini CLI2,038 Cursor1,771 Windsurf201 Kiro116

Project Stars Configures Files Always loaded
agentlint/agentlint agentlint.sh The Lighthouse for AI coding agents. Audit any repo for how ready it is for Claude Code, C 3 Claude Code, Codex, GitHub Copilot, OpenCode 4 3,497 tok
theorionic/mcp-acp-bridge A stateful Model Context Protocol (MCP) server that acts as a bridge to interact with Agen 3 Claude Code, Codex 1 —
Karasowl/KodexBar-Suite kodexbar.vercel.app Linux and Windows AI quota monitor for Claude Code, OpenAI Codex, Cursor, Grok, OpenCode G 3 Claude Code, Codex, OpenCode 2 45 tok
oleg494/coding-kit Portable agent-brain kit: superpowers methodology, YAGNI minimalism, cross-chat SQLite FTS 3 Claude Code, Codex, OpenCode 2 635 tok
IoTAiTech/MC-GPT iotaitech.github.io MC-GPT: say the outcome in English or German. Task, Meeting and Multi-Coder for Claude, Co 3 Codex, OpenCode 1 601 tok
rhyme17/ai-study-workflow AI-assisted active recall workflow for university learning, final exam review, course PDFs 3 Claude Code, Codex, Gemini CLI, OpenCode 3 537 tok
RMITBLOG/ParallelsRAS_MCP MCP for Parallels RAS 3 Claude Code, Codex 1 —
The-40-Thieves/alexandria-mcp the40thieves.dev 152-source digital library MCP server. Natural-language search, full-text reading, and cit 3 Claude Code, Codex, OpenCode 12 222 tok
rmednitzer/relay-shell rmednitzer.github.io Model Context Protocol server for full shell and SSH fleet operation, with audit, tiered a 3 Claude Code, Codex, GitHub Copilot, OpenCode 4 3,284 tok
sandraschi/steam-mcp MCP server for Valve's Steam — profile, library, stats, store, Workshop. 14 tools, React d 3 Claude Code, Codex, OpenCode 2 786 tok
VitexSoftware/mcp-server-abraflexi MCP server for AbraFlexi integration using FastMCP and python-abraflexi 3 Codex, OpenCode 1 1,132 tok
esneiderbravo/speclaw npmjs.com Where specs become law. One command turns any repo into a spec-driven, agent-ready project 3 Claude Code, Codex, OpenCode 2 3,377 tok
jpantsjoha/pinescript-plugin jpantsjoha.com Pine Script v6 skills and MCP tooling for coding agents — backed by a real validator, not 3 Codex, Gemini CLI, OpenCode 2 627 tok
shayanline/msloop-mcp MCP server for Microsoft Loop. No app registration required, reuses your existing Loop web 3 Codex, OpenCode 1 1,341 tok
hasindu-madushan/slim-atlas-ai A Model Context Protocol (MCP) server that provides extremely lightweight browser automati 3 Codex, OpenCode 1 3,889 tok
NetzSicht/amazon_ads_mcp 3 Claude Code, Codex, OpenCode 2 4,739 tok
Nitjsefnie-Harness-Commons/daedalus Browser bridge for agents: drive a real Chrome instance over HTTP, MCP or CLI 3 Claude Code, Codex, OpenCode 3 5,912 tok
ArtiPyHeart/mcp-jumpserver-gui-sucks 3 Codex, OpenCode 1 1,475 tok
t-rhex/obsidian-mcp-server MCP server for Obsidian vaults — direct filesystem access with git sync, wikilinks, and fr 3 Claude Code, Codex, OpenCode 2 839 tok
GWLlosa/elite-dangerous-local-ai-tie-in-mcp Model Context Protocol server for Elite Dangerous integration with Claude Desktop and EDCo 3 Codex, Cursor, OpenCode 2 2,201 tok
nukkerman2000/live2d-mcp 3 Codex, OpenCode 1 157 tok
MikeCase/arcane-mcp arcanemcp.splaq.us MCP server for Docker management via the Arcane API 3 Claude Code, Codex, OpenCode 2 2,387 tok
LBurny/pyspy-mcp pyspy-mcp is a Model Context Protocol (MCP) server that brings Python performance profilin 3 Codex, OpenCode 1 1,280 tok
MALeitch/live-ketcher-mcp MCP server connecting AI assistants to a live Ketcher structure editor (open-source ChemDr 3 Codex, OpenCode 1 3,063 tok
erikvankempen/bukio-cli agentic.bukio.nl Agent-first double-entry bookkeeping for SMEs — 31 jurisdictions, Peppol BIS 3.0 ready, lo 3 Codex, OpenCode 1 25,056 tok
rookie136/bg-tasks-mcp MCP server for background task management in AI coding agents. Start, monitor, and stop de 3 Codex, OpenCode 1 410 tok
vintik100/bunbrowser Ultra-fast, zero-download Model Context Protocol (MCP) server for browser automation, powe 3 Codex, OpenCode 1 1,008 tok
arr-mcps/qbittorrent-mcp Model Context Protocol for qbittorrent/qBittorrent 3 Codex, OpenCode 1 1,464 tok
adsagents/adsagent-ai-skills adsagent.md AdsAgent hosted MCP for Meta, Google Ads & TikTok — public Chatgpt/Claude/Cursor/Grok skil 3 Codex, OpenCode 1 454 tok
Lazynext-Platform/lazynext lazynext.com Lazynext — The Autonomous Company Operating System. You set the direction; a 12-role AI ag 3 Claude Code, Codex, OpenCode 9 29,905 tok
Arnon-hs/atlasrepo-mcp AtlasRepo MCP — public read-only connector for evidence-backed open-source catalog recomme 3 Codex, OpenCode 1 129 tok
zdrjson/thinking-prompts-skill zdrjson.github.io 12 thinking prompts in English & 中文 — ask, learn, solve, decide, know yourself. Web + MCP 3 Codex, OpenCode 1 1,796 tok
hawkixs/brain-v42 Persistent memory for coding agents over MCP — typed knowledge, semantic search, session l 3 Claude Code, Codex, OpenCode 3 10,480 tok
Kargatharaakash/grok-bot-mcp MCP server for Grok Bot — let any AI agent control your bots: create, message, read transc 3 Codex, OpenCode 1 818 tok
ar-agents/ar-agents ar-agents.ar Open infrastructure for Argentina's sociedades de IA (AI-operated companies, draft General 3 Claude Code, Codex, OpenCode 2 253 tok
YakupEmreYerli/mcp-firefly-iii yakupemreyerli.github.io Security-first, self-hosted MCP server for Firefly III — 152 operations behind 5 scoped to 3 Claude Code, Codex, OpenCode 2 3,976 tok
cyanheads/tmdb-mcp-server npmjs.com Search movies, TV, and people on The Movie Database (TMDB) — credits, ratings, trailers, i 3 Claude Code, Codex, OpenCode 2 16,064 tok
cyanheads/seerr-mcp-server npmjs.com Search Jellyseerr/Overseerr, check availability, and create guarded media requests via MCP 3 Claude Code, Codex, OpenCode 2 17,842 tok
cyanheads/reliefweb-mcp-server npmjs.com Search ReliefWeb humanitarian reports, disasters, jobs, training, and country profiles via 3 Claude Code, Codex, OpenCode 2 15,444 tok
cyanheads/sanctions-screening-mcp-server npmjs.com Screen names against the consolidated OFAC, EU, UK, and UN sanctions lists and resolve leg 3 Claude Code, Codex, OpenCode 2 20,422 tok
cyanheads/usgs-water-mcp-server npmjs.com Query real-time and historical water data from ~8,000 USGS stream gages and groundwater we 3 Claude Code, Codex, OpenCode 2 12,658 tok
cyanheads/noaa-marine-mcp-server npmjs.com Find NOAA tide stations and NDBC buoys, fetch tide predictions, water levels, tidal curren 3 Claude Code, Codex, OpenCode 2 17,760 tok
cyanheads/attack-surface-mcp-server npmjs.com Passive external attack-surface mapping: CT subdomains, DNS, TLS, HTTP posture, RDAP/WHOIS 3 Claude Code, Codex, OpenCode 2 17,564 tok
cyanheads/national-parks-mcp-server npmjs.com Plan US National Park Service trips — find parks, check alerts and closures, find campgrou 3 Claude Code, Codex, OpenCode 2 16,356 tok
cyanheads/nhtsa-vehicle-safety-mcp-server npmjs.com Decode VINs, search recalls, complaints, crash ratings, and investigations via MCP. STDIO 3 Claude Code, Codex, OpenCode 2 15,698 tok
sandraschi/leanforge-mcp Lean theorem prover MCP: automated proof search, mathlib integration, job management 3 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 5 3,048 tok
sushiHex/hardline-mcp MCP server that lets local Claude Code, Codex, and Hermes agents message and delegate to e 3 Claude Code, Codex, OpenCode 2 4,851 tok
Melvynx/lumail-skills lumail.io Lumail agent skills, MCP plugins, and setup docs for AI-native email marketing 3 Codex, OpenCode 1 263 tok
ztemerbekov/a1-yandex-kit-skills t.me Tell the assistant in plain language what should be built in the Yandex KIT store, and it 3 Claude Code, Codex, OpenCode 2 1,922 tok
nublson/purl purl.live A home for your pearls 3 Claude Code, Codex, OpenCode 2 36,860 tok