How real projects configure their agents

45,012 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
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
Euclid-BG/Euclid-MCP euclid-bg.github.io Euclid-MCP server for logical reasoning: turns facts into formal proofs. Euclid-MCP is a h 7 Codex, OpenCode 1 2,525 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
howdeploy/remorafish Agent-first Web2API and MCP provider framework for authorized LLM web sessions 7 Codex, OpenCode 1 795 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
gelse/caldav-mcp An MCP server that bridges AI assistants to CalDAV calendars. 14 tools for listing, creati 7 Codex, OpenCode 1 2,217 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
ADIKANT/datalens-dev-mcp Local stdio MCP server for safe AI-assisted Yandex DataLens dashboard development. 7 Codex, OpenCode 1 630 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 16,320 tok
aa-on-ai/agentic-design-system agentic-design-system-lovat.vercel.app A design practice for coding agents: product-aware UI workflows, rendered evidence, and re 7 Claude Code, Codex, OpenCode 2 475 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
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
bird-chinese-community/BIRD.skills BIRDCC agent skills registry 7 Codex, OpenCode 1 1,795 tok
Mohamed-El-Sharqawy/agent-tutor The agent-agnostic AI tutor skill that writes into your Obsidian vault — works with Claude 7 Codex, OpenCode 1 1,043 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 7,382 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
abk1969/ai-act-skills Multi-platform agent skills (Claude Code + Gemini CLI + OpenAI Codex) for EU AI Act compli 7 Codex, Gemini CLI, OpenCode 2 1,993 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
sentimony/skills 7 Claude Code, Codex, OpenCode 2 992 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
SimoneRecchia/minecraft-schematic-lab VibeSchem — AI builder for Minecraft: describe a build, Claude designs it, shows it in 3D 7 Claude Code 2 4,161 tok
danchev/openmarkets docs.openmarkets.dev A Model Context Protocol (MCP) server for agentic retrieval of financial market data 7 Claude Code, Codex, GitHub Copilot, OpenCode 9 8,910 tok
praveen-palanisamy/autodemo praveenp.com Demos as code — generate demo videos, interactive walkthroughs & marketing captures from y 7 Codex, Cursor, OpenCode 2 513 tok
sandraschi/vcv-rack-mcp MCP server for VCV Rack 2 - composes modular synth patches by emitting structured JSON, no 7 Codex, OpenCode 1 435 tok
Agnuxo1/enigmagent-mcp npmjs.com Local encrypted vault MCP server. AES-256-GCM + Argon2id. Resolves {{PLACEHOLDER}} secrets 7 Codex, OpenCode 1 686 tok
berntpopp/genefoundry-router genefoundry.org MCP gateway federating 22 biomedical MCP servers — gnomAD, ClinVar, HPO, UniProt, Ensembl 7 Claude Code, Codex, OpenCode 12 1,671 tok
churichard/fluxmail Self-hosted email CLI / API / MCP server for AI agents and apps 7 Claude Code, Codex, OpenCode 3 856 tok
prakharagarwal-dev/linkedin-mcp-server A LinkedIn MCP server to find jobs, search people, research companies, manage your network 7 Codex, OpenCode 1 687 tok