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
NanoNative/nano tiny java tool - back to basics! 107 Claude Code, Codex, OpenCode 2 1,716 tok
JulesLiu390/PetGPT AI desktop pet with social agent(live in telegram, QQ, whatsapp) with map and local memory 106 Claude Code 1 823 tok
tobieapb/claude-interactive-documentation-workflow I used to whiteboard, then code. Now I markdown, then code. This is how I vibe-code: I can 106 Claude Code 1
coleam00/custom-agent-with-skills Pydantic AI agent that implements the idea of Claude Skills (progressive disclosure) with 106 Claude Code 14 4,398 tok
zhensherlock/sp500-mcp-server sp500-mcp.vercel.app An MCP server and Next.js web app for querying S&P 500 company data from Supabase, with to 106 Claude Code, Codex, OpenCode 3 1,550 tok
osvauld/osvauld osvauld.com Fully open-source, end-to-end encrypted, peer-to-peer application suite. 106 Claude Code, Codex, OpenCode 16 2,889 tok
juntoku9/claude-for-crypto-research This is a simple implementation for crypto research agent inspired by Claude Skills repo 106 Claude Code 8
soba-labs/langchain-agent-skills A collection of agent-optimized LangChain, LangGraph and LangSmith skills for AI coding as 106 Claude Code, Codex, OpenCode 2 2,635 tok
candlepin/candlepin candlepinproject.org The Candlepin entitlement engine 106 Claude Code 2 2,476 tok
cameroncooke/mcpli 106 Claude Code, Codex, OpenCode 2 2,061 tok
CatChen/knowledge-wiki-template 106 Claude Code, Codex, OpenCode 9 740 tok
AgriciDaniel/claude-prompts skool.com AI prompt database and builder skill for Claude Code. 2,500+ curated prompts across 19 cat 106 Claude Code 1 809 tok
liangdabiao/exa-research-mcp-skill skillhub.cn AI-powered enterprise and market research tool based on Claude Code and the Exa search eng 106 Claude Code, Codex, OpenCode 9 1,867 tok
olibartfast/neuriplo-infer C++ app for computer vision inference, supporting multiple tasks and backends. 106 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,281 tok
harness/harness-skills developer.harness.io A collection of structured AI agent skills that enable Claude Code, Cursor, GitHub Copil 106 Claude Code, Codex, GitHub Copilot, OpenCode 3 4,500 tok
jordanburke/microsoft-todo-mcp-server 106 Claude Code 1 1,118 tok
eticmedya/uces Production-grade configuration system for Claude Code CLI with smart routing, skill module 105 Claude Code 1 990 tok
dvcrn/mcp-server-devonthink 105 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 7,482 tok
smartfrog/opencode-froggy 105 Claude Code, Codex, OpenCode 9 1,125 tok
foxzool/openlark Unofficial Rust SDK for the Lark Open Platform, supporting custom bots, long-connection bo 105 Claude Code, Codex, OpenCode 9 2,419 tok
gviiisen/repo-context-ledger Agent Skill for AI context management: provides cross-window continuity for Codex context 105 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,430 tok
t1mmen/srtd timm.stokke.me 🪄 Supabase migrations made magical: Live-reloading SQL + Sane, reviewable diffs + Maintai 105 Claude Code 1 629 tok
TheBeardedBearSAS/claude-craft Supercharge Claude Code with Expert Knowledge A comprehensive framework for AI-assisted 105 Claude Code 6
lgallard/terraform-aws-cognito-user-pool Terraform module to create Amazon Cognito User Pools, configure its attributes and resourc 105 Claude Code 5 3,210 tok
lynxlangya/techne techne.wangyun.fan Forcing-function skills for AI agents — validated to improve behavior, not just change it. 105 Claude Code, Codex, OpenCode 2 3,746 tok
avivsinai/langfuse-mcp A Model Context Protocol (MCP) server for Langfuse, enabling AI agents to query Langfuse t 105 Claude Code, Codex, OpenCode 2 872 tok
yyzybb537/remote_claude 105 Claude Code, Codex, OpenCode 2 12,736 tok
gintasz/unigent Build stateful agent workflows with typed outputs, reusable tools, session forks, and ordi 105 Claude Code, Codex, OpenCode 4 553 tok
ProjectSidewalk/SidewalkWebpage projectsidewalk.org Project Sidewalk web page 105 Claude Code, GitHub Copilot 13 4,721 tok
javiarmesto/ALDC-AL-Development-Collection javiarmesto.github.io ALDC (AL Development Collection) transforms how you develop Business Central extensions wi 105 Claude Code, GitHub Copilot 5 4,680 tok
yangtaihong59/siyuan-plugins-mcp-sisyphus yangtaihong59.github.io A tool for connecting Agents with Siyuan. 105 Claude Code, Codex, OpenCode 8 9,183 tok
PeonPing/openpeon openpeon.com Open standard for coding event sounds. CESP v1.0 — any agentic IDE can implement. 105 Claude Code 1 648 tok
Agents365-ai/obsidian-ai-tagger-universe An intelligent Obsidian plugin that leverages AI to automatically analyze note content and 105 Claude Code 1 2,407 tok
aws-samples/appmod-blueprints 105 Claude Code, Kiro 37 28,546 tok
SalesforceAIResearch/agentforce-adlc Agent Development Life Cycle — Build, deploy, test, and optimize Agentforce agents using C 105 Claude Code, Codex, OpenCode 2 2,959 tok
Onenightcarnival/agent-engineering-philosophy onenightcarnival.github.io An engineering philosophy that treats the agent as a worker: the system prompt is a JD, sk 105 Claude Code, Codex, OpenCode 2 3,476 tok
DareDev256/fcp-mcp-server pypi.org MCP server for Final Cut Pro XML. Lets Claude read, edit and generate real timelines: cut 105 Claude Code 1 4,688 tok
prometheus/prometheus-mcp MCP server for LLMs to interact with Prometheus 105 Claude Code, Codex, OpenCode 2 1,884 tok
potatobeanradio/circuitRF Lightweight cross-platform RF circuit simulator — DC, S-parameters, harmonic balance, load 105 Claude Code 1 12,124 tok
akhayam99/goodboy goodboy-ai.dev Stop re-explaining yourself 105 Claude Code, Codex, OpenCode 2 1,619 tok
gokeshenzhen/TraceWeave pypi.org A universal MCP Server for test platform logs, waveforms (FSDB/VCD), and root cause analys 105 Claude Code, Codex, OpenCode 2 8,348 tok
sonpiaz/evox Agent orchestration built from first principles: plan, dispatch and supervise a team of AI 104 Claude Code, Cursor 13 1,842 tok
skwallace36/Pepper iOS dynamic library MCP for agents 104 Claude Code 1 1,598 tok
mcpc-tech/mcpc Build agentic-MCP servers by composing existing MCP tools. 104 Claude Code, Codex, GitHub Copilot 5 1,191 tok
ricoyudog/Coding_Corgi_flow OpenSpec GitFlow — structured AI engineering workflows with issue tracking 104 Claude Code, Codex, OpenCode 57
wybert/earth-agent-chrome-ext Earth Agent is a Cursor-like AI agent for Google Earth Engine. It can be used right in you 104 Claude Code, Gemini CLI 2 965 tok
ezefranca/campeonato-brasileiro-api API simples do Campeonato Brasileiro 104 Claude Code, Codex, OpenCode 3 306 tok
Stateford/Display-Lock stateford.github.io Locks cursor to specified window and/or converts windows to borderless fullscreen, and pre 104 Claude Code 1 549 tok
lcbcFoo/heimdall-mcp-server Your AI Coding Assistant's Long-Term Memory 104 Claude Code 1 2,420 tok
leanchy/BingoCode BingoCode is a lightweight, open-source CLI orchestrator inspired by Claude Code. It encap 104 Claude Code 2