How real projects configure their agents

24,815 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 agents8,505Claude Code6,886Git and workflow3,611Data and AI3,580Backend and APIs3,556Languages3,487Planning3,327Code review2,899Testing2,686Writing and docs2,480DevOps and cloud2,479Memory and context2,375Research2,323Frontend2,308Security2,172Project management1,965

All Claude Code32,517 Codex24,815 OpenCode23,733 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,770 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
Sdinzsh/PowerHou53 A self-improving, memory-bounded multi-agent AI architecture for OpenCode. Turn static pro 5 Codex, OpenCode 1 1,724 tok
e1024kb/wise-claude A Claude Code copilot: flat /wise-* slash commands, a workflow engine, and autonomous git 5 Claude Code, Codex, OpenCode 2 998 tok
hraness/atet atet.sh Local-first AI media generation and video editing toolkit for coding agents, with a Bun CL 5 Claude Code, Codex, OpenCode 2 3,215 tok
rafael-adcp/kraken One head, many tentacles — a task queue built on GitHub Issues where named agent workers ( 5 Claude Code, Codex, OpenCode 4 2,711 tok
markusbegerow/board-of-directors markus-begerow.de AI-powered Board of Directors for multi-perspective strategic decisions. 10 director arche 5 Claude Code, Codex, OpenCode 3 1,879 tok
promptmetrics/hubspot-claude Claude Code plugin for HubSpot CRM admin. 44 sub-agents, 79 tools, every write gated behin 5 Claude Code, Codex, OpenCode 2 4,151 tok
EBISPOT/GrEBI HPC aggregation pipeline and API/MCP server for LLM-mediated biomedical data integration 5 Claude Code, Codex, OpenCode 2 701 tok
shawnmcrowley/n8n_workflows N8N Agentic Workflows - Workflow Automation using AI Agents, API's, and MCP 5 Codex, OpenCode 1 508 tok
proticom/gnosys gnosys.ai Persistent memory for AI agents 5 Codex, OpenCode 1 1,213 tok
radumalica/infrastructure-mcp Give Claude Code, Cursor, and other AI agents safe access to your real infrastructure — wi 5 Claude Code, Codex 2 886 tok
dimpagk92/cellar Computer Experience Layer — MCP server for native computer use on macOS. Structured percep 5 Claude Code, Codex, OpenCode 2 2,584 tok
agulaya24/BaseLayer base-layer.ai An open-source pipeline that turns your writing into a specification for AI agents. It des 5 Claude Code, Codex, OpenCode 2 7,831 tok
blisspixel/recon pypi.org Map a domain's public technical footprint with provenance, confidence, and explicit uncert 5 Claude Code, Codex, OpenCode 3 8,283 tok
aotter/mantle mantle.tools The agent-native application SDK. Define schemas, views, procedures and triggers in YAML. 5 Claude Code, Codex, OpenCode 5 465 tok
harindukavishka/agentify Convert OpenAPI specs into nine standard AI agent interfaces to integrate your API with va 5 Claude Code, Codex, OpenCode 2 2,479 tok
eagleisbatman/eagle-mem eagleisbatman.github.io Lightweight persistent memory for Claude Code — SQLite + FTS5, no daemon, no bloat. Sessio 5 Codex, OpenCode 1 1,469 tok
vehiclesdb/vehicles vehiclesdb.com Vehicle makes & models for your Rails app — 18.5k models, 6 kinds, popularity + availabili 5 Claude Code, Codex, OpenCode 2 290 tok
Labs64/NetLicensing-MCP netlicensing.io The official NetLicensing MCP Server is a natural language interface that enables agentic 5 Claude Code, Codex, OpenCode 2 2,185 tok
mmgeorge/docs-mcp MCP server using the crates.io API and docs.rs published rustdoc JSON 5 Claude Code, Codex, OpenCode 2 2,194 tok
tsunamayo7/helix-pilot GUI automation MCP server powered by local Vision LLM (Ollama). Control your Windows deskt 5 Claude Code, Codex, OpenCode 2 1,171 tok
fabianoomura/MCP-Server-Totvs-Moda pypi.org MCP Server para API V2 do TOTVS Moda — integre Claude e outros clientes MCP ao seu ERP de 5 Claude Code, Codex, OpenCode 2 2,619 tok
sandraschi/jellyfin-mcp Jellyfin library automation via FastMCP — self-hosted media agent bridge. For Cursor / Cla 5 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 5 737 tok
liamparker17/architect-tool The browser layer for any AI agent - drives your real logged-in Chrome, learns workflows b 5 Claude Code, Codex, OpenCode 3 4,508 tok
leandre755/gui_agent Lightweight, ultra-fast FastMCP server for Computer Use & GUI automation on Linux and Wind 5 Claude Code, Codex, OpenCode 2 4,367 tok
AndreaBozzo/gitnodes A Git-native knowledge graph for engineering teams and AI agents. 5 Claude Code, Codex, OpenCode 3 1,610 tok
KPO-Tech/seshat seshat-ai.com Open-source Go agent runtime for autonomous AI systems and multi-agent automation. MCP, RA 5 Codex, OpenCode 1 1,704 tok
Dragoon0x/argus dragoon0x.github.io The design intelligence runtime for AI agents. 49 rules. Zero LLM. MCP-native. Give your a 5 Claude Code, Codex, OpenCode 2 2,636 tok
hhhh124hhhh/cocos-extensions Let AI directly drive Cocos Creator for game development — a full-stack DeepSeek Harness M 5 Codex, OpenCode 1 3,213 tok
nanwer/trip-search-mcp MCP server giving Claude live access to flights, hotels, vacation rentals, Airbnb, activit 5 Codex, OpenCode 1 2,670 tok
reacher-z/GraphEngineering Vendor-neutral graph orchestration for reliable agentic systems: one portable Graph IR, na 5 Codex, OpenCode 1 284 tok
daocodotorg/basic-blog npmjs.com Headless blog & CMS as a Convex component: npm package (basic-blog-convex-blog-cms), bundl 5 Codex, OpenCode 1 618 tok
Scaffoldic/agentforge-graph pypi.org Turn any repo into a Code Knowledge Graph your coding agent can reason over — symbols, API 5 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,309 tok
Driftya/code-meridian driftya.com Local graph memory for AI coding agents, giving MCP-compatible tools precise codebase cont 5 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,205 tok
dsswift/ion Headless multi-provider LLM agent runtime. Single Go binary, 14+ providers, 70+ extension 5 Codex, OpenCode 1 3,997 tok
al2m4n/TheYgent theygent.ai Private, self-hosted, no-code AI agent builder. Design agents on a visual canvas; run them 5 Claude Code, Codex, OpenCode 2 3,617 tok
hongshuo-wang/agent-usage-desktop A desktop app for local usage, cost, throughput, and session analytics across Claude Code, 5 Claude Code, Codex, OpenCode 2 2,020 tok
craigcossairt/trellis The structure a project grows on: a free starter template for AI-assisted development. One 5 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 9 7,670 tok
KunanonJ/ai-skills-hub 542 cross-platform SKILL.md workflows for Cursor, Claude Code, Codex, Gemini CLI, Windsurf 5 Codex, Cursor, OpenCode 2 690 tok
swarmclawai/agent-skills-lint Cross-agent skill validator and installer — Claude Code, Codex, OpenCode, Aider, Copilot, 5 Codex, OpenCode 1 1,294 tok
z35068037/whichrules See exactly which instructions your AI coding agent receives - and where they conflict. 5 Codex, OpenCode 1 76 tok
Yamato-main/gemini-discord Bring your local Gemini CLI agent into Discord as a persistent operational presence. 5 Codex, OpenCode 1 520 tok
Ven0m0/gemini-web-wrapper gemini-web-wrapper.vercel.app A Bun + FastAPI monorepo for running a mobile-friendly AI workspace in the browser, backed 5 Claude Code, Codex, OpenCode 2 1,114 tok
ulmentflam/nightly Work while you sleep — a host-native autonomous coding agent that lands draft PRs by morni 5 Claude Code, Codex, OpenCode 2 11,808 tok
Kepsilent/Bug-Report-Skill BRS (Bug Report System) v3.0 — Cross-platform crash monitoring & AI diagnosis | Cross-plat 5 Codex, OpenCode 1 429 tok
VietHann/agent-workspace Repository-aware context and validated workflows for Codex, Claude Code, Cursor, Copilot, 5 Codex, OpenCode 1 493 tok
rishapgandhi/python-skills AI-SDLC framework of skills, rules, and agent definitions that AI coding agents use to gen 5 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 6 4,061 tok
SolidKeyAB/logan AI-powered log file viewer and analyzer — handles 14M+ lines with virtual scrolling, MCP a 5 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 5,224 tok
mohanagy/miftah Local multi-account MCP credential broker 5 Claude Code, Codex, OpenCode 1 1,438 tok
ArtSabintsev/everquest-legends-mcp Read-only MCP server for EverQuest Legends public sources. 5 Claude Code, Codex 1 —
moonhorsemmy/shortcuts-toolkit 5 Claude Code, Codex, OpenCode 2 1,356 tok