How real projects configure their agents

31,984 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 agents7,571Claude Code6,627Data and AI3,684Backend and APIs3,492Languages3,401Planning3,221Git and workflow3,179Code review2,740Testing2,368Memory and context2,365Writing and docs2,309DevOps and cloud2,308Research2,298Frontend2,256Security2,015Productivity1,715

All Claude Code31,984 Codex23,196 OpenCode22,145 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,736 Windsurf133 Kiro79

Project Stars Configures Files Always loaded
dinglebear-ai/labby npmjs.com Rust homelab control plane and Labby MCP gateway for agents, plugins, registries, stash wo 6 Claude Code, Codex, Gemini CLI, OpenCode 4 2,306 tok
Fr4nZ82/mwe-mcp Persistent, structured memory for AI agents — a human-readable Markdown wiki, multi-user w 6 Claude Code 1 3,338 tok
aaronsb/salesforce-cloud MCP server providing AI-powered Salesforce tools for opportunity intelligence, conversatio 6 Claude Code 1 196 tok
senoff/xlsx-for-ai xlsx-for-ai.dev MCP server + CLI giving AI agents 50 spreadsheet tools for .xlsx — live-recalc formulas (~ 6 Claude Code 1 1,368 tok
Sounio-lang/sounio sounio.vercel.app Self-hosted systems + scientific programming language with epistemic types, uncertainty pr 6 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 12 15,164 tok
beremaran/godot-agent-loop Lean MCP feedback loop for Godot 4 — run, observe, interact, verify 6 Claude Code, Codex, OpenCode 2 2,140 tok
dioniipereyraa/memex Local-first MCP server that indexes your Claude.ai chats and exposes them to Claude Code ( 6 Claude Code 1 20,569 tok
gregario/dnd-oracle D&D 5e SRD MCP server — monster search, spell lookup, encounter building, and character to 6 Claude Code 9 264 tok
theYahia/moysklad-mcp npmjs.com MCP server for MoySklad — warehouse, inventory, orders, reports (Russia). Part of WWmcp — 6 Claude Code 8
dynamitecircle/dc dynamitecircle.com The official Python client for the Dynamite Circle Member API — your own profile, trips, e 6 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 5 3,269 tok
yBookoff/thebrain-mcp npmjs.com MCP server for TheBrain 15 — semantic operations over the local API: meaning-based search, 6 Claude Code 1 1,173 tok
gabelul/pixeltamer-gpt-image-skill Image generation skill for Claude Code, Codex CLI, OpenCode, Cursor and 50+ AI coding agen 6 Claude Code 1 1,899 tok
sandraschi/sandraschi Reactivated software engineer in Vienna building a fleet of 100+ MCP servers and DIY robot 6 Claude Code, Codex, OpenCode 2 254 tok
0xsaju/claude-standby marketplace.visualstudio.com Survive Claude Code usage limits: Claude Standby waits for the reset and auto-resumes your 6 Claude Code 1 1,366 tok
ArieGoldkin/claude-forge Claude Forge — a suite of domain-agnostic Claude Code plugins sharing hook infrastructure 6 Claude Code 1 13,964 tok
dabodamjan/poster-maker dabo.dev AI flyer and poster generator for Claude Code. Describe a design, get editable HTML/CSS, e 6 Claude Code 5 1,198 tok
Johna2an/critical-thinking Open-source Agent Skill for Claude Code that makes Claude reason with explicit probabiliti 6 Claude Code, Codex, OpenCode 2 1,032 tok
waseemnasir2k26/reelforge skynetjoe.com Turn one raw take into a captioned vertical reel — locally, free, no per-export fee. faste 6 Claude Code 2
carlosduplar/claude-code-optimizer PowerShell and Bash scripts to optimize Claude Code usage: keeps prompt cache warm, prepro 6 Claude Code 1 271 tok
iwe-org/dev-workspace iwe.md Memory for your coding agent — markdown project graph template: product, plans, features, 6 Claude Code, Codex, OpenCode 2 2,647 tok
jlevy/supply-chain-hardening Supply-chain payloads run at install, import, or repo-open time. Copy-pasteable hardening 6 Claude Code, Codex, OpenCode 6 1,947 tok
Z-M-Huang/cc-proficiency Generate a proficiency badge for your Claude Code usage — rule-based scoring engine with 5 6 Claude Code 2 354 tok
Zenetusken/consolidate-memory Sleep-time memory consolidation for Claude Code agents, with a cross-project shared-consci 6 Claude Code, Codex, OpenCode 2 9,207 tok
yurukusa/cc-safe-setup yurukusa.github.io Claude Code safety hooks that block destructive operations at the tool boundary and surfac 6 Claude Code 1 98 tok
thanhtung2693/specgate thanhtung2693.github.io Governed handoff and evidence verification for AI coding agents. 6 Claude Code, Codex, OpenCode 2 2,246 tok
sergio-farfan/OCI-draw.io-Architect Claude Code plugin that generates draw.io OCI architecture diagrams from Terraform configs 6 Claude Code 1 4,247 tok
krugerrgabriel/claude-sessions-manager Pick up any Claude Code conversation right where you left off. No re-explaining the projec 6 Claude Code 1 928 tok
cheewee2000/flamingo-pcb Prompt-first PCB CAD you drive from Claude Code over MCP — real LCSC parts, Freerouting au 6 Claude Code 1 1,657 tok
vonzelle-vzt/herdr-extensions Tiny VS Code for herdr: a real editor with LSP diagnostics, autocomplete, rename and go-to 6 Claude Code 1 2,330 tok
muhammad1438/academic-writer-skills 27 specialist academic writing skills for Claude Code, Gemini CLI, and Cursor IDE 6 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 4 10,158 tok
markc/aitxt aitxt.ing ai.txt is a universal standard for describing any resource - websites, projects, folders, 6 Claude Code 2 449 tok
pinecone-io/rings pinecone.io Loop Claude Code through builder/reviewer/test cycles until a completion signal fires. Cos 6 Claude Code 36 1,259 tok
donald-ada/workinggenius Work doesn't fail at random — it fails at whichever genius got skipped. The Six Working Ge 6 Claude Code 1 2,831 tok
UrsushoribilisMusic/agentic-fleet-hub bigbearengineering.com Self-hosted orchestration layer for autonomous AI agent teams. Shared memory, heartbeat sc 6 Claude Code, Codex, Gemini CLI, OpenCode 3 808 tok
xonovex/platform Execution context manager for AI coding agents. Sandbox isolation, model provider routing, 6 Claude Code, Codex, OpenCode 2 1,210 tok
IgnazioDS/Substak-MCP Substack MCP server for AI clients (Claude, Cursor, Codex, Windsurf) — draft, publish, sch 6 Claude Code, Codex, OpenCode 2 5,232 tok
nxtg-ai/forge-plugin forge.nxtg.ai Forge Plugin: Zero-dependency governance for Claude Code. 21 commands, 22 agents, 29 skill 6 Claude Code 4 3,599 tok
JeffBrines/openfpa guiderail.io The FP&A toolbelt for AI coding agents. Claude Code or Codex does the thinking; openfpa gi 6 Claude Code, Codex, OpenCode 2 2,383 tok
TheStreamCode/super-cli marketplace.visualstudio.com Launch Claude Code, Codex, Copilot CLI and 30+ coding agents from one secure, native VS Co 6 Claude Code, Codex, OpenCode 2 4,162 tok
hannsxpeter/godpowers Ship fast. Ship right. Ship everything. Ship accountably. AI-powered dev system: slash com 6 Claude Code, Codex, OpenCode 2 1,502 tok
kelvinkosbab/AppBootstrapAI AI agent steering for Apple (Swift 6.4 / SwiftUI / visionOS / Foundation Models) and Andro 6 Claude Code, Codex, OpenCode 21 12,800 tok
zzusp/doc-first-dev Agent Skills for doc-first delivery — one living spec per module, decisions logged separat 6 Claude Code 1 316 tok
imadAttar/orbit Desktop app for supervising Claude Code sessions across multiple projects. Session persist 6 Claude Code, Codex, OpenCode 12 691 tok
bguthrie/prospero A dialectical pipeline for blog-post writing: interrogate, critique, author, revise. 6 Claude Code 1 1,565 tok
zigrivers/scaffold A TypeScript CLI that assembles AI-powered prompts at runtime to guide you from "I have an 6 Claude Code, Codex, OpenCode 4 10,103 tok
aarora79/claude-code-usage-analyzer Comprehensive cost & token usage analyzer for Claude Code with detailed breakdowns by mode 6 Claude Code 3 2,771 tok
jarrodwatts/scuttlepay scuttlepay.com A bank account for AI agents. Give your AI agent its own wallet with spending controls — n 6 Claude Code 1 1,066 tok
gapmiss/claude-sessions An Obsidian plugin for viewing Claude Code sessions. Browse, search, analyze, and export y 6 Claude Code 1 1,226 tok
dikamilo/dx-workflow A lean, file-derived software-development workflow shipped as a set of skills for claude c 6 Claude Code 1 949 tok
jamditis/audiobash audiobash.app Voice-controlled terminal for developers. Speak commands, execute instantly. 6 Claude Code 18 2,422 tok