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
Lint111/hacknplan-mcp 7 Claude Code 1 1,943 tok
ToolingTools/SimView simview.dev MCP App that streams a live iOS Simulator / Android device into Codex, Cursor, and Claude 7 Codex, OpenCode 1 1,285 tok
Continuum-AI-Corp/orcadub-mcp-server orcadub.orcarouter.ai MCP server for OrcaDub — AI video dubbing via OrcaRouter (model orca/dub): upload, submit, 7 Claude Code, Codex, OpenCode 2 2,460 tok
TakoData/tako-mcp docs.tako.com Tako MCP gives your agent industry-leading live web search plus licensed data that the ope 7 Codex, OpenCode 1 4,843 tok
VirSanghavi/axis useaxis.dev one coordination board for your team's coding agents. claude code, cursor and codex share 7 Cursor 1 1,045 tok
clouatre-labs/aptu-coder aptu-coder: MCP server for AST analysis, call graphs, and code structure (tree-sitter) 7 Codex, GitHub Copilot, OpenCode 5 3,065 tok
felixAnhalt/figma-to-code-mcp MCP server to extract Figma design information and convert it to mostly css for coding age 7 Claude Code, Codex, OpenCode 8 1,822 tok
abenassi/argentina-data-mcp argentinadata.mymcps.dev MCP server exposing real-time Argentine legal and financial data (Infoleg, BCRA, AFIP) for 7 Claude Code 1 235 tok
psyb0t/docker-talkies ciprian.51k.eu Self-hosted Docker speech API for OpenAI-compatible transcription and text-to-speech, stre 7 Claude Code, Codex, OpenCode 3 5,317 tok
seongwon030/velog_mcp npmjs.com An MCP server for writing and managing posts on Velog with Claude and Codex 7 Claude Code, Codex, OpenCode 2 1,603 tok
malkreide/swiss-transport-mcp MCP Server for Swiss public transport – OJP journey planner, real-time departures, disrupt 7 Claude Code 3 5,556 tok
peturgeorgievv-factory/postfast-mcp postfa.st MCP server for the PostFast API — schedule and manage social media posts (X, Instagram, Fa 7 Claude Code 1 2,020 tok
slettmayer/oebb-mcp-server pypi.org MCP Server for OeBB (Austrian Railways) API 7 Claude Code 1 856 tok
WasmAgent/wasmagent-js wasmagent.github.io Embedded agent runtime compliance layer — WASM sandbox, MCP firewall, capability manifests 7 Claude Code, Codex, OpenCode 2 3,963 tok
vuluu2k/webcake-landing-mcp mcp.toolvn.io.vn MCP server: Webcake landing-page element schemas + AI usage hints + page-source persistenc 7 Claude Code, Codex, OpenCode 9 9,051 tok
Zts0hg/codexspec zts0hg.github.io A Requirements-First Spec-Driven Development (SDD) toolkit for Codex and Claude Code with 7 Claude Code, Codex, OpenCode 2 16,958 tok
ARCASSystems/FounderOS A local-first operating layer for founders, on Claude Code. Six markdown files run your bu 7 Claude Code, Codex, Gemini CLI, OpenCode 57 14,530 tok
surendranb/find-research-papers-mcp MCP server for scientific grounding: search arXiv, OpenAlex, Crossref, Semantic Scholar, P 7 Codex, OpenCode 1 600 tok
ArieGoldkin/claude-forge Claude Forge — a suite of domain-agnostic Claude Code plugins sharing hook infrastructure 7 Claude Code 1 13,964 tok
Johna2an/critical-thinking Open-source Agent Skill for Claude Code that makes Claude reason with explicit probabiliti 7 Claude Code, Codex, OpenCode 2 1,032 tok
ErebusEnigma/context-memory Persistent, searchable context storage across Claude Code sessions using SQLite + FTS5 7 Claude Code 1 742 tok
Dannykkh/skill-olympus Twelve Greek gods. One command. A working SaaS. 98 skills + 49 agents + 13 hooks for Claud 7 Claude Code, Codex, Gemini CLI, OpenCode 2 9,448 tok
jmagar/swag-mcp SWAG reverse proxy configuration management via MCP. Create, edit, view, and manage nginx 7 Claude Code, Codex, Gemini CLI, OpenCode 3 2,374 tok
0-SOFT/Manus-MCP MCP server providing Claude Code with full programmatic control over Manus.im via the offi 7 Claude Code 1 2,111 tok
Zenetusken/consolidate-memory Sleep-time memory consolidation for Claude Code agents, with a cross-project shared-consci 7 Claude Code, Codex, OpenCode 2 9,306 tok
vonzelle-vzt/herdr-extensions Tiny VS Code for herdr: a real editor with LSP diagnostics, autocomplete, rename and go-to 7 Claude Code 1 2,330 tok
AgentsORG/naive-design skills.sh Naive design as an agent skill — warm, intentionally-imperfect aesthetic; the disciplined 7 Codex, OpenCode 1 1,320 tok
shipstatic/ship shipstatic.com The simplest CLI for shareable links to your web files. Password optional. 7 Claude Code, Codex, OpenCode 2 21,663 tok
muhammad1438/academic-writer-skills 27 specialist academic writing skills for Claude Code, Gemini CLI, and Cursor IDE 7 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 4 10,158 tok
mickeyyaya/evolve-loop mickeyyaya.github.io CI/CD for AI-written code: a different model audits each change, and deterministic gates d 7 Claude Code, Codex, Gemini CLI, OpenCode 7 17,524 tok
luca-mastrostefano/agent-native-setup The package manager for agent-native setups: discover the community's top-adopted profiles 7 Claude Code, Codex, Gemini CLI, OpenCode 5 406 tok
envibagus/cortex A native macOS control center for your local AI stack: Claude Code sessions, costs, skills 7 Codex, OpenCode 1 1,464 tok
levindixon/claude-code-prompt-plunderer 🔍 Extract and analyze your Claude Code conversation history to discover usage patterns, g 7 Claude Code 1 799 tok
barockok/slaude Native Claude Agent SDK with Harness specialized become as team member. 7 Claude Code 3 7,696 tok
2389-research/worldview-synthesis 2389.ai Systematic worldview articulation - surface beliefs, identify tensions, generate narrative 7 Claude Code 1 734 tok
nxtg-ai/forge-plugin forge.nxtg.ai NXTG-Forge plugin for Claude Code: governance, 33 agents, 24 commands, 27 skills, 27 hook 7 Claude Code 1 3,735 tok
w00fx/spec-anchored-agentic-development raphamoura.dev Spec-Anchored Agentic Development — methodology + ready-to-install Claude Code bundle: one 7 Claude Code, Codex, OpenCode 15 836 tok
Thanarak-q/graph-engineering-workflow A portable Agent Skill for dynamic graph-of-loops coding workflows. 7 Codex, OpenCode 1 924 tok
shortcuts/radin 🐀 agentic software factory for those who have to save tokens 7 Claude Code, Codex, OpenCode 2 5,715 tok
gabrielzucco/cerebro-inevita inevitasociety.com Company Brain open source: segundo cérebro de negócio local-first que roda no agente de IA 7 Claude Code, Codex, Gemini CLI, OpenCode 26 4,483 tok
StefanoGuerrini/c9s stefanoguerrini.dev Terminal dashboard for Claude Code, zero config, track all sessions, switch context instan 7 Claude Code 1 2,256 tok
pierreprudh/KLIDE Local-first agent IDE for steering Codex, Claude Code, OpenCode, and local models with vis 7 Claude Code, Codex 1 17,973 tok
ProblemFactory/vibespace A backend-agnostic web workspace for coding agents (Claude Code, Codex, …) — manage many c 7 Claude Code 1 11,060 tok
IvanKuzyshyn/dotfiles Dotfiles optimized for speed, coffee, and questionable life choices. 😜 7 Claude Code, Codex, OpenCode 2 3,264 tok
MangroveTechnologies/mangrove-agent mangrovedeveloper.ai Mangrove gives trading agents guardrails. Local MCP server and plugin: built-in risk manag 7 Claude Code, Codex, OpenCode 7 278 tok
mfmezger/ai_agent_dotfiles Dotfiles for Coding Agent Configs with Skills etc. For Claude Code, Codex, Pi, OpenCode an 7 Claude Code, Codex, OpenCode 2 1,579 tok
MatrixFounder/Agentic-development A robust agentic workflow for LLM-based development. Features role-based orchestration (An 7 Claude Code, Codex, Gemini CLI, OpenCode 6 12,234 tok
Tuminha/dental-ai-skills AI Skills for Dentists - Research critique, clinical evidence review, and content creation 7 Claude Code 1 1,146 tok
Sudhakaran88/solopreneur-skills linkedin.com 42 opinionated, research-backed marketing & growth skills for solopreneurs — as a Claude C 7 Claude Code, Codex, OpenCode 2 1,975 tok
SbName/yoyopixel sbname.github.io Pixel art without GPU. Any text-only LLM can draw. Size + prompt → self-contained HTML. Cl 7 Claude Code 1 —