How real projects configure their agents

32,566 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 agents8,593Claude Code6,906Git and workflow3,640Data and AI3,579Backend and APIs3,563Languages3,497Planning3,327Code review2,909Testing2,708DevOps and cloud2,500Writing and docs2,487Memory and context2,373Frontend2,320Research2,320Security2,182Project management1,993

All Claude Code32,566 Codex24,956 OpenCode23,878 GitHub Copilot3,727 Gemini CLI2,042 Cursor1,771 Windsurf203 Kiro118

Project Stars Configures Files Always loaded
kickflow/kickflow-mcp-server Official kickflow MCP server 4 Claude Code 4 1,126 tok
tokuhirom/blog4 tokuhirom.github.io 4 Claude Code, Codex, OpenCode 2 1,814 tok
tony-stark-eth/template-symfony-sveltekit Opinionated full-stack template: PHP 8.4 + Symfony 8 + SvelteKit 2 + FrankenPHP + Docker + 4 Claude Code 1 267 tok
themreza/court-of-agents Court of Agents is a fully autonomous, live-streamed courtroom simulation. AI agents with 4 Claude Code 1 1,313 tok
sanshanjianke/scicompute-mcp MCP server for scientific computing with Mathematica, SageMath, Octave, R, and Python..... 4 Claude Code 1 246 tok
aldianriski/lean-flow Lean agentic dev loop for Claude Code: prime → lean-doc → orchestrate → repeat. Eleven sta 4 Claude Code, Codex, OpenCode 2 155 tok
Rikinshah787/clawarmy clawarmy.vercel.app ClawArmy is an elite "Mission Control" platform for designing, deploying, and synchronizin 4 Claude Code, Cursor 19 —
benjamcalvin/bootstraps A curated collection reusable patterns, agentic skills, and hooks that work for the proble 4 Claude Code, Codex, OpenCode 2 1,184 tok
Islomzoda/termada 4 Claude Code 1 —
Byggarepop/TokenSaver Roslyn-powered warm start for AI coding agents: C# outlines with line ranges instead of wh 4 Claude Code, GitHub Copilot 3 2,108 tok
smartdatabrokers/slideforge-mcp slideforge.dev MCP server for consulting-quality PowerPoint slides. Remote — no install required. 4 Claude Code, Codex, OpenCode 2 1,548 tok
hbkdad/arc acr-runtime.netlify.app Local-first AI orchestration runtime: persistent memory, skills, and task/agent orchestrat 4 Claude Code 7 508 tok
pkolawa/krs-poland-mcp-server The MCP server for KRS Poland public API. 4 Claude Code 1 2,247 tok
alexey-pelykh/qontoctl qontoctl.org CLI and MCP server for the Qonto banking API 4 Claude Code 1 3,280 tok
Wolfe-Jam/rust-faf-mcp faf.one Persistent Project Context for Rust MCP clients — IANA-registered .faf format · Rust-nativ 4 Claude Code, Codex, OpenCode 2 2,545 tok
abhiyoheswaran1/projscan baseframelabs.com 4 Claude Code 1 287 tok
martinellich/jooq-mcp 4 Claude Code 1 1,281 tok
Aboudjem/sniff Point it at your running app. It walks your real user flows in a real browser and tells yo 4 Claude Code, Codex, OpenCode 2 3,217 tok
Algiras/debugium Multi-language debugger with real-time web UI and LLM integration via MCP 4 Claude Code 1 2,471 tok
flytohub/flyto-indexer flyto2.com Shows what a code change can break before an AI edits, and checks the repo before it says 4 Claude Code, Codex, OpenCode 2 2,945 tok
DinanathDash/Envault envault.tech Auditable .env secret manager featuring aggressive CLI safeguards and GitHub JIT access. 4 Claude Code, Codex 3 —
SegfaultSorcerer/heap-seance MCP server that channels JVM forensics into structured leak verdicts — for Claude Code. 4 Claude Code 3 267 tok
davidf9999/gx-mcp-server A Python server that exposes Great Expectations data quality tools to LLM agents via the M 4 Claude Code, Codex, Gemini CLI, OpenCode 3 1,420 tok
blightbow/parkour-mcp A content exploration toolkit that helps LLMs surface high signal, unsummarized web conten 4 Claude Code 1 8,424 tok
dawitlabs/capsule capsulectx.vercel.app Markdown context packs that help coding agents reduce repeated repository-discovery tokens 4 Claude Code, Codex, Cursor, OpenCode 3 225 tok
l-agence/agence l-agence.github.io Governance layer for AI coding agents — every action classified, gated, and cryptographica 4 Claude Code, Codex, Cursor, OpenCode 4 2,107 tok
mspstack/mcp-planner MCP server for Microsoft Planner — plans, buckets, and tasks via Microsoft Graph, with del 4 Claude Code 1 1,052 tok
go-ports/echovault Go port of echovault: Local-first memory for coding agents. Decisions, bugs, and context s 4 Claude Code, Codex, OpenCode 2 4,651 tok
jacklenzotti/pullpush-mcp pullpush.io MCP for Reddit Post and Comment Data 4 Claude Code 1 —
kanylbullen/xupersplit split.xuper.fun Accountless group expense splitter — share a link, everyone adds what they paid, settle up 4 Claude Code, Codex, OpenCode 2 79 tok
mhcoen/mcp-relay MCP server that lets Claude Desktop and Claude Code pass messages without copy-paste 4 Claude Code 1 —
chrischall/booli-mcp Booli.se real estate MCP server for Claude — search listings, sold prices, areas & market 4 Claude Code 1 1,683 tok
cyanheads/biorxiv-mcp-server npmjs.com Search and retrieve bioRxiv and medRxiv preprints — by DOI, date interval, or keyword — vi 4 Claude Code, Codex, OpenCode 2 19,842 tok
marcoguillermaz/Tierward npmjs.com Governed AI coding on Claude Code: tiered pipelines, audit skills, MCP server. Claude gene 4 Claude Code 2 —
pocketlantern/pocketlantern pocketlantern.dev Blocker-aware decision layer for AI coding agents, grounded in source-linked, time-sensiti 4 Claude Code 1 2,593 tok
qxchuckle/qcqx-project-manage marketplace.visualstudio.com A VSCode plugin for managing projects, potentially making them easier to use. 4 Claude Code, Codex, Cursor, OpenCode 41 111 tok
dev-proxy-tools/mcp aka.ms Dev Proxy MCP server 4 Claude Code, Codex 1 —
mohisyed/JPOS-MCP The first open-source MCP server for jPOS and ISO 8583. Give AI agents deterministic acc 4 Claude Code 2 1,349 tok
n24q02m/imagine-mcp mcp.n24q02m.com Image and video understanding + generation for AI agents -- across Gemini, OpenAI, and Gro 4 Claude Code, Codex, OpenCode 2 4,418 tok
plumbkit/plumb getplumb.sh IDE intelligence for AI coding agents, with LSP semantics, tree-sitter indexing, project m 4 Claude Code, Codex, Gemini CLI, OpenCode 5 1,864 tok
theYahia/yookassa-mcp npmjs.com MCP server for YooKassa — payments, refunds, receipts, webhooks (Russia). Part of WWmcp — 4 Claude Code 4 —
farhan0167/cv-claw pypi.org Tailor your resume to any job by talking to Claude - ships as a CLI + Claude Skill. Resume 4 Claude Code 1 841 tok
Sintexer/jvm-source-lens 4 Claude Code, Codex, OpenCode 2 2,211 tok
paarths-collab/quant-brain-mcp MCP Server for Stock Analysis, Backtesting, and Portfolio Intelligence 4 Claude Code, Codex, GitHub Copilot, Cursor 3 1,142 tok
DjordjeMojsilovic/Djordjes-Claude-Setup My personal Claude setup – 11 custom skills, CLAUDE.md config and a complete prompting gui 4 Claude Code 1 125 tok
LabinatorSolutions/kroki-editorial-diagrams labinator.com A unified diagramming skill for Claude Code and Antigravity IDE (Gemini CLI). It pairs mu 4 Claude Code 1 2,659 tok
sandraschi/yahboom-mcp FastMCP 3.2 server plus Webapp for Yahboom Raspbot v2 robot car, ros2, raspberry pi 4 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 7 1,209 tok
sefaertunc/Worclaude sefaertunc.github.io CLI scaffolding tool that generates tailored .claude/ workflow infrastructure for Claude C 4 Claude Code, Codex, OpenCode 14 3,023 tok
saagpatel/MCPAudit pypi.org Audit all locally configured MCP servers for permission risks, prompt injection threats, a 4 Claude Code, Codex, OpenCode 2 438 tok
isatimur/presentation-md presentation-md.vercel.app Turn rough notes into a polished, schema-validated slide deck in any AI agent — export edi 4 Claude Code 2 —