How real projects configure their agents

43,652 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 agents7,588Claude Code6,636Data and AI3,676Backend and APIs3,496Languages3,402Planning3,219Git and workflow3,187Code review2,745Testing2,374Memory and context2,364DevOps and cloud2,310Writing and docs2,309Research2,295Frontend2,261Security2,021Productivity1,715

All Claude Code31,998 Codex23,222 OpenCode22,170 GitHub Copilot3,550 Gemini CLI1,918 Cursor1,738 Windsurf137 Kiro80

Project Stars Configures Files Always loaded
Threadlines/threadlines threadlines.dev An open-source desktop workspace for Codex and Claude Code with a live browser, project fi 8 Claude Code, Codex, OpenCode 2 3,014 tok
Maksim-Burtsev/simple-man Cut the chatter. Keep the work. A measured communication policy for coding agents: −32% ou 8 Claude Code, Codex, Gemini CLI, OpenCode 3 1,368 tok
viplee110/economics-paper-reviewer Portable AI pre-review skill for economics papers across Codex, Claude Code, Cursor, and o 8 Claude Code, Codex, OpenCode 2 425 tok
AI-Routing-Research-Institute/codex-provider-hub A local multi-provider routing hub for Codex and Claude Code: integrates CC Switch and sup 8 Codex, OpenCode 2 1,193 tok
linegel/threejs-complete-set-of-skill linegel.github.io 25 expert agent skills for ambitious Three.js WebGPU/TSL scenes — procedural oceans, cloud 8 Claude Code, Codex, OpenCode 2 2,009 tok
dpesch/mantisbt-mcp-server codeberg.org Mirror of codeberg.org/dpesch/mantisbt-mcp-server — issues and PRs not monitored 8 Claude Code 1 748 tok
ensemblr-hq/ensemblr ensemblr.dev Desktop orchestrator for Pi and Claude Code. Every stream of work gets its own git worktre 8 Claude Code, Codex, OpenCode 8 4,174 tok
lidless-labs/proxmox-mcp lidless.dev Point an agent at your homelab and it can nuke a VM. proxmox-mcp gates every write before 8 Codex, OpenCode 1 1,236 tok
TsukumoHQ/dokan tsukumo.ch dokan conduit — agent-operated deterministic script runtime in Docker. MCP control plane + 8 Claude Code 3
NorviaLabs/forge forge.norvialabs.com Go from idea to verified code without leaving the terminal—Forge unifies an AI agent, code 8 Claude Code, Codex, OpenCode 2 1,205 tok
mukul975/BHUSA-Anthropic-CyberSecurity-Skills 8 Claude Code 1 220 tok
myk-org/pi-config Pi orchestrator config: specialist subagents, enforcement, code review loop, workflow comm 8 Claude Code, Codex, OpenCode 2 3,676 tok
mashbean/research-publishing-pipeline Automated research article production line — a semi-automated research writing pipeline us 8 Claude Code 2 6,837 tok
shenjingnan/haimen Enter through this door, exit through that door. 8 Claude Code, Codex, OpenCode 7 2,038 tok
rajanm/retail-enterprise-agents rajanm.github.io Declarative Google Agent Development Kit (ADK) agents for Gemini Enterprise powered by Big 8 Claude Code, Codex, Gemini CLI, OpenCode 3 32,811 tok
luoli523/guige-skills Skills gradually refined by Gui Ge after organizing and using various skills; continuously 8 Claude Code, Codex, OpenCode 2 807 tok
MauricioPerera/KDD mauricioperera.github.io 🧠 Knowledge-Driven Development (KDD): ready-to-use template combining OKF (knowledge as l 8 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 5 860 tok
nelsonjchen/unofficial-makerworld-parametric-model-maker-openscad-docs Agent-first reference docs, patterns, and evidence-backed changelog for MakerWorld's OpenS 8 Codex, OpenCode 1 1,086 tok
kaiwood/kward kaiwood.github.io An extendable Ruby CLI coding agent. 8 Codex, OpenCode 1 2,407 tok
lexfrei/mcp-tg MCP server for Telegram Client API (MTProto) 8 Claude Code 1 20,630 tok
krmj22/macos-mcp Drive Reminders, Calendar, Notes, Mail, Messages, and Contacts on macOS from an AI agent o 8 Claude Code 1 2,310 tok
HiDream-ai/vivago-agent-cli VivagoAgent CLI and Codex/Claude Code plugin 8 Claude Code, Codex, OpenCode 2 836 tok
fruggr/zendesk-mcp-server fruggr.io Bring Zendesk deep into your AI assistant: find answers and draft, update and translate He 8 Claude Code, Codex, OpenCode 9 2,997 tok
tandryukha/aidemo aidemo.top Your coding agent makes the demo video — a narrated, captioned MP4 from one storyboard.jso 8 Claude Code, Codex, OpenCode 10 2,980 tok
yomage-ai/ai-video-director-skill Open-source AI talking-head video editing director Skill | Bilingual AI video director for 8 Codex, OpenCode 1 888 tok
RemakeBench/skills Evidence-driven Claude Code skills for building and verifying playable 3D worlds. 8 Claude Code 1 99 tok
ssheleg/sshlg-skills skills.sshlg.me Install and update nine Agent Skills packs for UX, delivery, design, integrations, SEO, ag 8 Claude Code, Codex, OpenCode 5 1,924 tok
whshang/herdr-mcp whshang.github.io Stable MCP/OAuth edge for remote web planners to control local Herdr with gated fs/git/exe 8 Codex, OpenCode 1 4,070 tok
Innocent-children/dev-flow dev-flow.top Long-running AI coding, under control. Durable State · Explicit Scope · Bounded Verificati 8 Codex, OpenCode 1 4,438 tok
spree/agent-skills spreecommerce.org Agent skills for Spree Commerce — works with Claude Code, Codex, Cursor, Copilot, Cline, A 8 Claude Code, Codex, OpenCode 1 3,126 tok
EaseHee/rhino-mcp MCP Server for Rhino and Grasshopper 8 Claude Code 1 1,060 tok
matrodrigs/shotcut-mcp matrodrigs.github.io Transactional MCP server for creating, editing, validating, previewing, and rendering Shot 8 Codex, OpenCode 1 2,286 tok
tonydzi/sqlite-graph-memory Graph RAG on SQLite for AI agents: vector retrieval + hand-curated wikilink graph + cross- 8 Codex, OpenCode 1 1,236 tok
patforna/auto-task An opinionated agentic workflow to turn well-defined units of work into shippable code wit 8 Claude Code 1 444 tok
donaldrichard19-LVD/pattern-mcp usepattern.sh Pattern MCP helps coding agents make better UI decisions before they start building. It ch 8 Claude Code 1
philtzjp/live-connector live-connector is an extension for an MCP server that enables Agents to control Ableton Li 8 Claude Code, Codex, OpenCode 9 2,585 tok
midego1/claude-orchestrate Multi-agent orchestration plugin for Claude Code: tiered model routing, evidence-gated ver 8 Claude Code 1 918 tok
Kookerella-Ltd/Kookerella.FsOpenXmlDsl A typesafe F# DSL for building and reading Excel workbooks, with round-trip read/write and 8 Claude Code 1 4,607 tok
ddpie/lark-mcp-on-agentcore A hosted remote MCP service for AI agents to operate Feishu, reusing lark-cli's 200+ tools 8 Claude Code, Codex, OpenCode 2 1,848 tok
stellar-experimental/stellar-raven raven.stellar.org Stellar MCP server for AI agents: one authenticated gateway to official docs, live ecosyst 8 Claude Code, Codex, OpenCode 10 2,463 tok
valentine-89/codex-quota-guard-mcp 8 Codex, OpenCode 1 153 tok
OriginalName457/claudemon originalname457.github.io A friendlier way to run Claude Code agents - pixel creatures you can watch work. Plus Claw 8 Claude Code 1
IngTian/witness Turns any text stream into a dated history of how its subject changed. Point it at your Cl 8 Claude Code, Codex, OpenCode 2 2,013 tok
subnetangel/ToolMux 🚀 ToolMux - MCP Tool Multiplexer | 98.65% token reduction through efficient server aggreg 8 Claude Code 1 2,253 tok
Kapi-IDE/kapi-sprints Sprint dashboard for Claude Code teams — Backwards Build + Blackboard coordination 8 Claude Code 15
Bloodshed-Rain/TheMAGI themagi.gg Local-first AI coaching for Super Smash Bros. Melee from Slippi .slp replays. 8 Claude Code, Codex, OpenCode 10 4,038 tok
luiscarbonel1991/nlp2sql Enterprise-ready Natural Language to SQL converter with multi-provider AI support (OpenAI, 8 Claude Code 5 1,413 tok
PMDevSolutions/Aurelius A Claude Code toolkit for building React apps, from Figma designs to shipped product. Ship 8 Claude Code 3 7,608 tok
OakNinja/MakeMe Makefiles not war 8 Gemini CLI 1 390 tok
organvm-iii-ergon/public-record-data-scrapper organvm-iii-ergon.github.io 50-state UCC public-records intelligence — fresh, enriched, scored MCA / financing leads v 8 GitHub Copilot 2 2,005 tok