How real projects configure their agents

23,733 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
takeshy/obsidian-llm-hub Obsidian plugin for AI chat, workflow automation, and semantic search — supports Gemini, 40 Claude Code, Codex, OpenCode 2 2,303 tok
Litash/moomoo-api-mcp MCP Server for AI Agents to use Moomoo OpenAPI (https://www.moomoo.com/OpenAPI) 40 Codex, OpenCode 1 143 tok
giantswarm/muster giantswarm.github.io Aggregating MCP server: one authenticated endpoint for every MCP server a platform runs, w 40 Claude Code, Codex, Cursor, OpenCode 4 1,118 tok
MonkeyUI-dev/vibe-to-ui Make AI-generated UI actually look designed. 40 Codex, OpenCode 1 2,738 tok
jakub-k-slys/substack-gateway-oss iam.slys.dev Stateless Substack Gateway exposing a REST API and MCP for reading profiles, posts, notes, 40 Claude Code, Codex, OpenCode 2 3,851 tok
DeepSQLAI/deepsql deepsql.ai The database agent for Postgres and MySQL - Point it at PostgreSQL or MySQL and ask questi 40 Claude Code, Codex, OpenCode 2 30,454 tok
vscarpenter/gsd-task-manager gsd.vinny.dev Stop juggling, start finishing. GSD Task Manager makes it easy to sort your to-dos into wh 40 Claude Code, Codex, GitHub Copilot, OpenCode 37 6,849 tok
benedict-armstrong/presio presio.ch Present PDFs from your browser. Including speaker notes, mp4/YouTube/Vimeo support and mor 40 Codex, OpenCode 1 536 tok
363045841/KLineChartQuant 363045841.github.io High-performance financial charting terminal with Canvas/WebGL/WebGPU backends, 1–3ms GPU 40 Codex, OpenCode 7 3,365 tok
doodledood/claude-code-plugins A curated marketplace of Claude Code plugins for agentic development workflows, featuring 40 Claude Code, Codex, OpenCode 5 3,092 tok
j4flmao/agent-skills 40 Claude Code, Codex, GitHub Copilot, OpenCode 13 2,791 tok
wananing/Smart-Health-Assistant An open-source general health AI assistant inspired by Ant Afu, based on LangGraph + FastA 40 Claude Code, Codex, OpenCode 2 5,623 tok
spxrogers/agentsync agentsync.cc Sync AI coding-agent configs (Claude Code, OpenCode, Codex, and more) from one canonical, 40 Claude Code, Codex, OpenCode 3 13,349 tok
openschool-org/openschool openschool-org.github.io Open digital platform for Sri Lankan schools. 40 Claude Code, Codex, OpenCode 2 2,202 tok
MichelKerkmeester/skilled-agent-harness_spec-driven-loops AI-assisted coding setup that helps you spend less time re-explaining context, and more ti 40 Claude Code, Codex, OpenCode 9 6,219 tok
Randroids-Dojo/PlayGodot Playwright for Godot game engine. A Godot plugin for headless test automation. 40 Claude Code, Codex, OpenCode 4 690 tok
anthonyhaussman/opencode-agy-auth npmjs.com Antigravity auth plugin for opencode 40 Codex, OpenCode 1 4,665 tok
heddendorp/section-app-client tumi.esn.world Frontend of the ESN section app 40 Codex, OpenCode 1 534 tok
GetSHIM/shim-cli getshim.tech Local traffic visibility and privacy controls for coding agents. See what Claude Code, Cod 40 Claude Code, Codex, OpenCode 1 2,389 tok
sushichan044/cc-hooks-ts npmjs.com Define Claude Code hooks with full type safety. 39 Claude Code, Codex, GitHub Copilot, OpenCode 37 1,322 tok
hardyz0517/relay-pool-desktop Local desktop relay pool manager for AI API providers. 39 Codex, OpenCode 1 1,160 tok
Eldergenix/Proofloop Proof-driven Claude/Codex agent loop with paired execution, persistent resume, and adversa 39 Claude Code, Codex, OpenCode 4 668 tok
doublej/consult-user-mcp doublej.github.io Consult User MCP - A Human Consultation Interface 39 Claude Code, Codex, OpenCode 9 4,048 tok
openclix/openclix openclix.ai Open-source, local-first mobile app retention and engagement automation with agent-driven 39 Claude Code, Codex, OpenCode 2 821 tok
kumo-ai/kumo-coding-agent kumo.ai Kumo Coding Agent — context docs, skills, and self-maintenance for building ML models with 39 Claude Code, Codex, OpenCode 4 2,352 tok
conorluddy/ContextPods deepwiki.com Model Context Protocol management suite/factory. An MCP that can generate and manage other 39 Claude Code, Codex, OpenCode 6 2,161 tok
markhuangai/dense-mem markhuang.ai Self-hosted AI agent memory server with MCP, evidence provenance, typed claims, conflict d 39 Codex, OpenCode 1 3,474 tok
powroom/flins flins.tech Universal skill installer for AI coding agents 39 Claude Code, Codex, OpenCode 21 826 tok
aviflombaum/claude-code-in-avinyc A collection of claude code plugins and skills 39 Claude Code, Codex, OpenCode 2 3,152 tok
songyang0603/ds-spec-loop Portable Agent Skill for repository-native Spec programming, informed by public DeepSeek H 39 Codex, OpenCode 1 281 tok
fastly/mcp Model Context Protocol (MCP) server for AI-powered Fastly CDN management. 39 Codex, OpenCode 1 1,360 tok
ggplab/solo-biz-playbook ggplab.xyz The solo-team operating playbook actually used by ggplab — strategy, time tracking, and AI 39 Claude Code, Codex, OpenCode 2 566 tok
theafh/ai-modules A collection of professional AI skills, packaged as Claude and Codex plugins and deployabl 39 Claude Code, Codex, OpenCode 2 7,939 tok
Weaverse/.agents weaverse.io Agents, skills, commands, and rules for AI-powered coding tools — used daily to supercharg 39 Codex, OpenCode 1 1,558 tok
owenliang60-ship-it/knowledge-mgmt Claude Code skills for personal knowledge management: atomic note-taking + spaced repetiti 39 Codex, OpenCode 1 2,109 tok
stephanj/LSP4J-MCP A Java MCP (Model Context Protocol) server that wraps JDTLS (Eclipse JDT Language Server) 39 Claude Code, Codex, OpenCode 2 549 tok
CopilotKit/skills AI agent skills for CopilotKit — setup, develop, integrate, debug, upgrade, and contribute 39 Claude Code, Codex, OpenCode 2 356 tok
Dicklesworthstone/fastmcp_rust Cancel-aware Rust framework for building Model Context Protocol (MCP) servers and clients: 39 Codex, OpenCode 1 12,355 tok
opendatahub-io/ai-helpers opendatahub-io.github.io AI Helpers — collections of Skills, Hooks, Agents (compatible with Claude Code, Cursor and 39 Claude Code, Codex, OpenCode 2 1,933 tok
Altinity/altinity-mcp Model Context Protocol server to use ClickHouse® databases in your AI agents 39 Claude Code, Codex, OpenCode 5 957 tok
plasmate-labs/plasmate docs.plasmate.app Browser engine for agents. HTML in, structured Semantic Object Model out. Native MCP and A 39 Claude Code, Codex, OpenCode 3 48,334 tok
flc1125/skills skills.flc.io A personal repository of reusable AI agent skills, designed to work across compatible tool 39 Codex, OpenCode 1 662 tok
tuo-lei/vibe-replay vibe-replay.com Turn AI coding sessions into animated, interactive web replays 39 Claude Code, Codex, OpenCode 4 7,754 tok
AgriciDaniel/meowmeow a philosophy for talking to AI agents without getting glazed. one trigger, four meanings. 39 Codex, OpenCode 1 318 tok
spellyaohui/M-Team-Helper M-Team PT site automation assistant 39 Claude Code, Codex, OpenCode 2 2,261 tok
tenequm/skills clawhub.ai Agent skills for building, shipping, and growing software products 39 Codex, OpenCode 1 1,892 tok
Zaious/Antigravity-Skills-Chronicle open-vsx.org Visual management dashboard for AI Agent skills, workflows, and rules. VS Code extension w 39 Codex, OpenCode 1 952 tok
omnigentx/jarvis Omnigentx Jarvis — voice + chat AI assistant powered by Fast Agent (MCP) with Vue dashboar 39 Claude Code, Codex, OpenCode 2 10,665 tok
shipshitdev/skills shipshit.dev Claude, Cursor, Codex skills and commands 39 Codex, OpenCode 1 398 tok
dbankscard/jamf-mcp-server Model Context Protocol server enabling AI assistants (Claude, ChatGPT) to manage Jamf Pro 39 Codex, OpenCode 1 940 tok