How real projects configure their agents

32,564 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 agents8,576Claude Code6,909Git and workflow3,638Data and AI3,577Backend and APIs3,561Languages3,499Planning3,322Code review2,907Testing2,704DevOps and cloud2,498Writing and docs2,488Memory and context2,373Research2,320Frontend2,317Security2,182Project management1,989

All Claude Code32,564 Codex24,947 OpenCode23,868 GitHub Copilot3,726 Gemini CLI2,040 Cursor1,770 Windsurf203 Kiro117

Project Stars Configures Files Always loaded
a2uicatalog/a2ui a2uicatalog.ai A2UI Atomic Catalog: 570+ typed A2UI components (atoms) for AI agents. Agents send declara 7 Claude Code, Codex, Gemini CLI, OpenCode 5 2,790 tok
aizech/clinical-skills corpusanalytica.com A collection of AI agent skills focused on medical imaging and healthcare workflows. Built 7 Claude Code, Codex, OpenCode 2 3,249 tok
cortadel/cortadel cortadel.ai Self-hosted long-term temporal graph memory for AI agents — MCP, REST and a dashboard in o 7 Claude Code, Codex, OpenCode 2 3,971 tok
cookieMonsterDev/agents-skills Agent Skills for coding agents 7 Claude Code, Codex, OpenCode 2 395 tok
synaptiai/agent-capability-standard acs.synapti.ai Agent Capability Standard is an open specification for composable AI agent capabilities. I 7 Claude Code 1 4,561 tok
asanderson/llm-redact Large Language Model (LLM) information redactor that prevents private information from bei 7 Claude Code 1 —
Jebel-Quant/rhiza-claude jebel-quant.github.io Claude Code plugin marketplace for the rhiza plugin — slash commands for working in rhiza- 7 Claude Code 1 6,949 tok
its-me-prash/kleinanzeigen-reader Read & analyze any kleinanzeigen.de listing from any AI system — MCP server, function-call 7 Claude Code, Codex, OpenCode 2 1,416 tok
Leonezz/openbaud baud.zhuwenq.cc Turn serial devices into reusable, auditable tools for coding agents — discover, decode, v 7 Claude Code, Codex 1 —
alexmond/jhelm alexmond.org Helm for the JVM — render charts and manage releases in pure Java, byte-for-byte compatibl 7 Claude Code 2 2,267 tok
mgovedarov/mcp-vcf-orchestrator mgovedarov.github.io MCP server for VCF Automation Orchestrator — manage workflows, actions, configuration elem 7 Claude Code, Codex, OpenCode 14 10,098 tok
eve0415/cella A terminal-native devcontainer CLI built for the AI agent era. Drop-in devcontainer CLI re 7 Claude Code, Codex, OpenCode 8 1,770 tok
gingugu/gingugu A pirate never forgets where the treasure's buried. 🏴‍☠️ 7 Claude Code, Codex, OpenCode 34 9,568 tok
joncovington/MEICAgent Multiple Entry Iron Condor (MEIC) strategy agent for 0DTE options via tastytrade and Claud 7 Claude Code 2 13,855 tok
dirnbauer/typo3-skills 61 Agent Skills that teach Claude Code, Codex, Cursor and Gemini how to build, upgrade and 7 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode, Windsurf 5 6,893 tok
wonna-fi/saaga 7 Claude Code, Codex, OpenCode 2 420 tok
vikrantd/TLDRGraph vikrantd.github.io Dynamic Multi-Layer Code Flow, Instant Semantic Call Tracing, and Interactive Architectura 7 Claude Code, Codex, OpenCode 4 352 tok
karak/karak-claude-plugin Claude Code plugin with design documentation skills and specialized agents 7 Claude Code, Codex 2 —
gyuha/forge gyuha.com An agent-engineering workflow plugin for Claude Code — one task, one cycle: ask·plan → exe 7 Claude Code, Codex, OpenCode 2 21,563 tok
sanity-io/context sanity.io Tools for building AI agents with structured access to Sanity content 7 Claude Code, Codex, OpenCode 2 1,306 tok
sandraschi/dreame-mcp FastMCP 3.1 MCP server and webapp for the Dreame D20 Pro Plus robot vacuum. 7 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 6 759 tok
natecostello/genechat-mcp MCP server for conversational personal genomics — query your whole-genome sequencing data 7 Claude Code, GitHub Copilot 2 5,705 tok
mp-consulting/homebridge-mcp-server 7 Claude Code 1 715 tok
specdog/dotdog specdog.github.io CLI tool for structured software specs. Validate .dog files, compile .dag graphs, query vi 7 Claude Code, Codex, OpenCode 2 991 tok
weselow/Yandex-webmaster-mcp-server MCP server for the Yandex Webmaster API v4 — provides 46 tools for managing sites, sitemap 7 Claude Code, Codex, OpenCode 21 2,632 tok
b77ai/nightscout b77.ai An MCP (Model Context Protocol) server that connects AI assistants to Nightscout — the ope 7 Claude Code 1 1,504 tok
benskamps/career-compass-mcp Turn Claude into a full job-search partner — Career KB, tailored resumes, application pipe 7 Claude Code 1 —
serpro69/pal-mcp-server The power of ClaudeCode / AntigravityCLI / CodexCLI + [Gemini / OpenAI / OpenRouter / Azur 7 Claude Code, Codex, OpenCode 3 2,942 tok
cyanheads/hn-mcp-server npmjs.com Browse Hacker News feeds, threads, and user profiles with full-text search via MCP. STDIO 7 Claude Code, Codex, OpenCode 2 16,482 tok
Divine-Creative-Ministries/bible-cli A Bible study operating system for AI agents: offline CLI + MCP server for passage retriev 7 Claude Code 1 1,018 tok
keenableai/keenable-mcp keenable.ai MCP server for live web search and clean-markdown page fetch over the Keenable web index ( 7 Claude Code 1 504 tok
Evanciel/stellavault npmjs.com Notes die in folders. Stellavault keeps your knowledge alive — 3D knowledge graph, AI sema 7 Claude Code 1 662 tok
GiulioDER/RE-call giulioder.github.io Memory that abstains instead of guessing: agent memory in a local SQLite file or your own 7 Claude Code, Codex, OpenCode 2 2,593 tok
aimoda/rigol-dho824-mcp MCP server for controlling Rigol DHO824 oscilloscopes via AI assistants like Claude - capt 7 Claude Code 1 1,862 tok
malkreide/fedlex-mcp MCP server for Swiss federal law (Fedlex) — search the SR, monitor legal changes, and quer 7 Claude Code 3 4,585 tok
fastslack/mtw-e2e-runner JSON-driven E2E test runner with parallel execution, Chrome pool, and Claude Code MCP inte 7 Claude Code, OpenCode 5 2,828 tok
ddmanyes/second-brain-mcp A self-maintaining personal knowledge database — powered by MCP, DuckDB, and biological me 7 Claude Code, Codex, OpenCode 2 7,375 tok
zelentsov-dev/apple-ads-mcp Local-first MCP server for Apple Ads Platform API v1 with typed, receipt-gated campaign op 7 Claude Code, Codex, OpenCode 2 499 tok
yongjip/mergetrain yongjip.github.io Local merge queue for parallel LLM agents in Git worktrees. Test combined code changes, re 7 Claude Code, Codex, OpenCode 3 2,781 tok
ArchSightLabs/archsight-cognition npmjs.com Cognitive enhancement AI Skills: structured thinking, decision reviews, debate, writing, p 7 Claude Code, Codex, Gemini CLI, OpenCode 3 1,557 tok
TreatTrick/skill-sync treattrick.github.io ❯ Open-source desktop app to sync Claude Code, Codex, and AI agent skills across computers 7 Claude Code, Codex, OpenCode 2 2,738 tok
punt-labs/quarry Locally hosted semantic search for AI agents. 20+ document formats, hybrid search, agent m 7 Claude Code, Codex, GitHub Copilot, OpenCode 5 7,447 tok
RosMarinas/Research-Pi Research Pi is a multi-model Agent Runtime for computational research, organized around pr 7 Claude Code, Codex 4 —
agentprism/agentprism-workflows agentprism.com AgentPrism Workflows — run dynamic agent()/parallel()/pipeline() workflow scripts over any 7 Claude Code, Codex, OpenCode 4 1,707 tok
suxrobGM/stealth-code AI interview assistant for Windows. Runs Claude Code, Codex, or Gemini CLI in a terminal i 7 Claude Code 2 711 tok
HuskyDanny/OnPoint Big idea first, then fewer words, then less code. One switch for 12+ AI coding agents — me 7 Claude Code, Codex, GitHub Copilot, Gemini CLI, Kiro, OpenCode 6 11,287 tok
skills-lock/skil-lock Pin AI Skill behavior. Block unapproved drift in CI. See exactly what changed in every PR. 7 Claude Code 1 —
huskar20/huskar20-plugins A community marketplace of Claude plugins — install skills, agents, and automations into C 7 Claude Code 1 1,479 tok
hktari/toshl-mcp-server MCP server for integrating Toshl Finance with AI agents via the Model Context Protocol 7 Claude Code, Windsurf 2 1,179 tok
lubosstrejcek/victron-tcp MCP server for Victron GX devices — real-time solar, battery, grid, and inverter data over 7 Claude Code 1 1,618 tok