How real projects configure their agents

32,137 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 agents7,541Claude Code6,614Data and AI3,687Backend and APIs3,492Languages3,397Planning3,211Git and workflow3,159Code review2,735Memory and context2,362Testing2,357DevOps and cloud2,306Writing and docs2,299Research2,296Frontend2,252Security2,009Productivity1,710

All Claude Code32,137 Codex23,307 OpenCode22,079 GitHub Copilot3,547 Gemini CLI1,916 Cursor1,738 Windsurf121 Kiro77

Project Stars Configures Files Always loaded
georgeantonopoulos/Basecamp-MCP-Server MCP server for Basecamp 3 with OAuth, FastMCP, and 75 tools for projects, todos, messages, 99 Claude Code 1 1,662 tok
dominik1001/caldav-mcp 🗓️ A CalDAV Model Context Protocol (MCP) server to expose calendar operations as tools fo 99 Claude Code, Codex, OpenCode 3 440 tok
InstaWP/mcp-wp instawp.com MCP Server for WordPress 99 Claude Code 1 2,550 tok
katopz/katgpt-rs A neuro-symbolic micro-Transformer with speculative decoding, constraint pruning, recurren 99 Claude Code, Codex, OpenCode 9 13,814 tok
disler/live-bench Live benchmarking platform — FastAPI + click CLI + Vue 3 frontend with real-time SSE bar c 99 Claude Code 7 497 tok
kubetail-org/kstack kstack.sh Skill pack for Claude Code that helps you monitor and troubleshoot your K8s clusters super 99 Claude Code 1 4,033 tok
dmccreary/ibook-skills dmccreary.github.io 99 Claude Code, Codex, OpenCode 3 9,880 tok
techwolf-ai/ai-first-toolkit ai-first.techwolf.ai Open-source Claude Code skills and Codex skills for AI-first work. Audit, re-engineer, and 99 Claude Code, Codex, OpenCode 1 649 tok
AiondaDotCom/mcp-ssh A Model Context Protocol (MCP) server for managing and controlling SSH connections. 99 Claude Code 1 3,346 tok
ingo-eichhorst/Irrlicht Claude Code session lights in your macOS menu bar — 🟣 🟠 🟢 ✦ 99 Claude Code, Codex, OpenCode 18 4,073 tok
nguyenyou/scalex nguyenyou.github.io Scala code intelligence for coding agents. Zero Build Server. Zero Compilation. Just answe 99 Claude Code, Codex, OpenCode 4 209 tok
brookstalley/cordyceps Grasshopper MCP Bridge - Claude takes control of Grasshopper 99 Claude Code 2 2,892 tok
harness/mcp-server Harness’ official MCP Server 99 Claude Code, Codex, OpenCode 2 2,002 tok
eunomia-bpf/ActPlane eunomia.dev eBPF Information Flow Enforcement for AI Agent safety, security and effectiveness 99 Claude Code, Codex, OpenCode 6 2,143 tok
interviewstreet/hackerrank-orchestrate-august26 99 Claude Code, Codex, OpenCode 2 2,122 tok
skills/agent-orchestration-build-your-ai-dream-team This Skills Exercise is about Agent Orchestration through the CLI 99 Claude Code 4
cmu-phil/py-tetrad Makes algorithms/code in Tetrad available in Python via JPype 98 Claude Code 2 1,020 tok
amenti-labs/vibecraft AI-driven vibe based Minecraft building via MCP. Describe a build, watch your agent constr 98 Claude Code 1 1,274 tok
maikotrindade/mobile-tester-agent maikotrindade.com AI-powered test automation tool which allows developers to run mobile automated tests 98 Claude Code 1 1,635 tok
pinkpixel-dev/mem0-mcp pinkpixel.dev A memory system using mem0 for AI applications. Enables long-term memory for AI agents as 98 Claude Code, Codex 2
Apricooooot/opencode-safechange A risk-aware multi-agent runtime for safe code migrations in OpenCode. 98 Claude Code, Codex, OpenCode 4 173 tok
AOSSIE-Org/Website aossie.org AOSSIE Offical Website 98 Claude Code, Codex, OpenCode 2 534 tok
DataDog/lading A suite of data generation and load testing tools 98 Claude Code, Codex, OpenCode 7 1,777 tok
ljw1004/mini_agent A mini AI agent CLI, similar to Claude Code and Gemini CLI 98 Claude Code 1 2,224 tok
zhiyuzi/Signex signex.fyi Personal intelligence agent powered by Claude Code. Describe what to watch, it collects, a 98 Claude Code 35 3,066 tok
577206/knowledge-forge Local-first Obsidian knowledge ingestion workbench for PDFs, Markdown, TXT and spreadsheet 98 Claude Code, Codex, OpenCode 2 2,835 tok
yuvalsuede/memory-mcp Persistent memory for Claude Code — never lose context between sessions 98 Claude Code 1 866 tok
OpenGradient/OpenGradient-SDK pypi.org Python SDK for using verifiable AI inference on OpenGradient 98 Claude Code 1 1,311 tok
hiddenswitch/Spellsource hiddenswitch.com A multiplayer card battle engine 98 Claude Code 1 762 tok
portel-dev/ncp portel-dev.github.io Natural Context Provider (NCP). Your MCPs, supercharged. Find any tool instantly, load on 98 Claude Code 1 6,823 tok
zhangloveyan/backend-skill Backend Java Claude rules and skill documents that enable automatic code development, test 98 Claude Code 15 2,517 tok
linuxmatters/jive-vocals linuxmatters.sh Raw microphone recordings into broadcast-ready audio in one command. No configuration, and 98 Claude Code, Codex, OpenCode 2 10,152 tok
aws-samples/aws-hpc-recipes Contains example recipes that demonstrate how to build HPC systems using AWS services and 98 Claude Code, Codex, OpenCode 2 1,158 tok
ollygarden/opentelemetry-agent-skills Vendor-neutral OpenTelemetry skills for AI coding agents, grounded in upstream sources 98 Claude Code, Codex, OpenCode 2 1,872 tok
zhangqi444/open-forge Let your AI coding agent self-host any open-source app for you. 2,200+ verified recipes — 98 Claude Code, Codex, OpenCode 3 12,444 tok
chrisryugj/korean-dart-mcp npmjs.com OpenDART electronic disclosure MCP | 83 APIs → 15 MCP tools. Disclosures, financials, owne 98 Claude Code 1 823 tok
AIPMAndy/AndySoul Andy's Soul - AI Agent core operating instructions | Universal core directives for AI agen 98 Claude Code 1 1,879 tok
BintzGavin/helios heliosrender.com Programmatic video creation with web technologies you already know. CSS animations just wo 98 Claude Code, Codex, GitHub Copilot, OpenCode 19 1,155 tok
liangjfblue/writer-dna Distill your personal writing style from your raw materials and generate an AI writing Ski 98 Claude Code 1 8,830 tok
Stupidoodle/swissdevjobs-cli Search & apply to ~4,700 salary-transparent tech jobs across 7 countries (🇨🇭🇩🇪🇬🇧🇺🇸 98 Claude Code 3 3,299 tok
finch04/LightBot A lightweight enterprise Java AI Agent platform. Covers advanced AI features including Age 98 Claude Code, Codex, OpenCode 2 16,013 tok
gbulog/pcairplay Mirror an iPhone to a Windows PC using native iOS Screen Mirroring - no app on the phone. 98 Claude Code 1 16,357 tok
sqlsure/sqlsure Semantic inspector for SQL — catches fan-out double-counting, additivity violations, wrong 98 Claude Code 1
holt-web-ai/n8n-nodes-claudecode 98 Claude Code 1 744 tok
Sentinel-One/purple-mcp s1.ai Access SentinelOne's Purple AI and security services through the Model Context Protocol (M 98 Claude Code, Codex, OpenCode 2 5,121 tok
KimYx0207/HookPrompt aiking.dev Claude Code automatic prompt optimization Hook: Google's prompt engineering bible + 5-task 98 Claude Code 2
duthaho/claudekit claudekit.duthaho.dev A verification-first engineering toolkit for Claude Code. Built for senior ICs and tech le 97 Claude Code, Codex, OpenCode 1 916 tok
lxinfei5/research-os Research capability for coding agents: multi-source corroboration, active discovery, logic 97 Claude Code, Codex, OpenCode 11 1,146 tok
maximilian-V/next-supabase-starter A baseline setup for the development of full stack apps with claude code 97 Claude Code 1 4,070 tok
nablo-io/lerim docs.lerim.dev Compiles AI agent traces and truns them into reusable context. 97 Claude Code, Codex, OpenCode 2 1,428 tok